Awesome "all you need" papers

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This repository is a list of all "all you need" papers. The list is updated daily using the arXiv API.

Paper List

Title	Authors	Date
All you need is a good init	Dmytro Mishkin et al.	2015-11-19
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation	Di Xie et al.	2017-03-06
Attention Is All You Need	Ashish Vaswani et al.	2017-06-12
CNN Is All You Need	Qiming Chen et al.	2017-12-27
Diversity is All You Need: Learning Skills without a Reward Function	Benjamin Eysenbach et al.	2018-02-16
MemGEN: Memory is All You Need	Sylvain Gelly et al.	2018-03-29
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!	Steffen Eger et al.	2018-07-24
All You Need is "Love": Evading Hate-speech Detection	Tommi Gröndahl et al.	2018-08-28
Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes	Bo Li et al.	2018-11-22
Depthwise Convolution is All You Need for Learning Multiple Visual Domains	Yunhui Guo et al.	2019-02-03
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model	Florian Mai et al.	2019-02-18
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification	Weijie Chen et al.	2019-03-13
ThumbNet: One Thumbnail Image Contains All You Need for Recognition	Chen Zhao et al.	2019-04-10
Focus Is All You Need: Loss Functions For Event-based Vision	Guillermo Gallego et al.	2019-04-15
Segmentation is All You Need	Zehua Cheng et al.	2019-04-30
Mixed Precision DNNs: All you need is a good parametrization	Stefan Uhlich et al.	2019-05-27
Attention Is (not) All You Need for Commonsense Reasoning	Tassilo Klein et al.	2019-05-31
Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers	Manjot Bilkhu et al.	2019-06-06
One Epoch Is All You Need	Aran Komatsuzaki	2019-06-16
All You Need is Ratings: A Clustering Approach to Synthetic Rating Datasets Generation	Diego Monti et al.	2019-09-02
Is Fast Adaptation All You Need?	Khurram Javed et al.	2019-10-03
Attention Is All You Need for Chinese Word Segmentation	Sufeng Duan et al.	2019-10-31
Fast Transformer Decoding: One Write-Head is All You Need	Noam Shazeer	2019-11-06
All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting	Hao Wang et al.	2019-11-21
Breaking the cycle -- Colleagues are all you need	Ori Nizan et al.	2019-11-24
ASR is all you need: cross-modal distillation for lip reading	Triantafyllos Afouras et al.	2019-11-28
Prioritized Unit Propagation with Periodic Resetting is (Almost) All You Need for Random SAT Solving	Xujie Si et al.	2019-12-04
15 Keypoints Is All You Need	Michael Snower et al.	2019-12-05
All You Need Is Low (Rank): Defending Against Adversarial Attacks on Graphs	Negin Entezari et al.	2020-01-22
Proving the Lottery Ticket Hypothesis: Pruning is All You Need	Eran Malach et al.	2020-02-03
ReZero is All You Need: Fast Convergence at Large Depth	Thomas Bachlechner et al.	2020-03-10
Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?	Yonglong Tian et al.	2020-03-25
All you need is a second look: Towards Tighter Arbitrary shape text detection	Meng Cao et al.	2020-04-26
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels	Ilya Kostrikov et al.	2020-04-28
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning	Alexandre Tamborrino et al.	2020-04-29
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation	Bryan Eikema et al.	2020-05-20
DeeperGCN: All You Need to Train Deeper GCNs	Guohao Li et al.	2020-06-13
Logarithmic Pruning is All You Need	Laurent Orseau et al.	2020-06-22
Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning	Lionel Blondé et al.	2020-06-28
Data Movement Is All You Need: A Case Study on Optimizing Transformers	Andrei Ivanov et al.	2020-06-30
Hopfield Networks is All You Need	Hubert Ramsauer et al.	2020-07-16
A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild	K R Prajwal et al.	2020-08-23
Against Membership Inference Attack: Pruning is All You Need	Yijue Wang et al.	2020-08-28
All You Need Is CONSTRUCT	Dominique Duval et al.	2020-10-02
Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision	Yun-Ning Hung et al.	2020-10-22
Attention is All You Need in Speech Separation	Cem Subakan et al.	2020-10-25
One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL	Saurabh Kumar et al.	2020-10-27
Language Model is All You Need: Natural Language Understanding as Question Answering	Mahdi Namazifar et al.	2020-11-05
A Broad Dataset is All You Need for One-Shot Object Detection	Claudio Michaelis et al.	2020-11-09
Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?	Christian Schroeder de Witt et al.	2020-11-18
MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing	Yuhang Li et al.	2020-11-19
A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning	Xinyi Xu et al.	2020-11-20
All You Need is a Good Functional Prior for Bayesian Deep Learning	Ba-Hien Tran et al.	2020-11-25
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation	Nan Tang et al.	2020-12-04
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?	Malik Boudiaf et al.	2020-12-11
Evolution Is All You Need: Phylogenetic Augmentation for Contrastive Learning	Amy X. Lu et al.	2020-12-25
A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning	Ahmadreza Jeddi et al.	2020-12-25
Is Space-Time Attention All You Need for Video Understanding?	Gedas Bertasius et al.	2021-02-09
All You Need is DAG	Idit Keidar et al.	2021-02-16
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding	Jing Zhu et al.	2021-02-26
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth	Yihe Dong et al.	2021-03-05
GAN Vocoder: Multi-Resolution Discriminator Is All You Need	Jaeseong You et al.	2021-03-09
Partial Differential Equations is All You Need for Generating Neural Architectures -- A Theory for Physical Artificial Intelligence Systems	Ping Guo et al.	2021-03-10
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval	Ayan Kumar Bhunia et al.	2021-03-25
Categorical Representation Learning: Morphism is All You Need	Artan Sheshmani et al.	2021-03-26
Not All Attention Is All You Need	Hongqiu Wu et al.	2021-04-10
Spatiotemporal Entropy Model is All You Need for Learned Video Compression	Zhenhong Sun et al.	2021-04-13
All you need are a few pixels: semantic segmentation with PixelPick	Gyungin Shin et al.	2021-04-13
Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches	Dmitry Kazhdan et al.	2021-04-14
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation	Mozhdeh Gheini et al.	2021-04-18
Looking at CTR Prediction Again: Is Attention All You Need?	Yuan Cheng et al.	2021-05-12
It^oTTS and It^oWave: Linear Stochastic Differential Equation Is All You Need For Audio Generation	Shoule Wu et al.	2021-05-17
Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms	Xiaocheng Tang et al.	2021-05-18
Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction	Quzhe Huang et al.	2021-06-03
Self-Supervision is All You Need for Solving Rubik's Cube	Kyo Takano	2021-06-06
Tabular Data: Deep Learning is Not All You Need	Ravid Shwartz-Ziv et al.	2021-06-06
Pretrained Encoders are All You Need	Mina Khan et al.	2021-06-09
Transductive Few-Shot Learning: Clustering is All You Need?	Imtiaz Masud Ziko et al.	2021-06-16
Clinically relevant pretraining is all you need	Oliver J. Bear Don't Walk IV et al.	2021-06-21
All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection	Meng Cao et al.	2021-06-24
Mutation is all you need	Lennart Schneider et al.	2021-07-04
Hoechst Is All You Need: Lymphocyte Classification with Deep Learning	Jessica Cooper et al.	2021-07-09
A Configurable Multilingual Model is All You Need to Recognize All Languages	Long Zhou et al.	2021-07-13
Per-Pixel Classification is Not All You Need for Semantic Segmentation	Bowen Cheng et al.	2021-07-13
DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors	Enrico Tabanelli et al.	2021-07-16
Is attention to bounding boxes all you need for pedestrian action prediction?	Lina Achaji et al.	2021-07-16
Few Shots Are All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwritten Text Recognition	Mohamed Ali Souibgui et al.	2021-07-21
SphereFace2: Binary Classification is All You Need for Deep Face Recognition	Yandong Wen et al.	2021-08-03
Pose is all you need: The pose only group activity recognition system (POGARS)	Haritha Thilakarathne et al.	2021-08-09
A good body is all you need: avoiding catastrophic interference via agent architecture search	Joshua Powers et al.	2021-08-18
Fastformer: Additive Attention Can Be All You Need	Chuhan Wu et al.	2021-08-20
All You Need is Color: Image based Spatial Gene Expression Prediction using Neural Stain Learning	Muhammad Dawood et al.	2021-08-23
Photos Are All You Need for Reciprocal Recommendation in Online Dating	James Neve et al.	2021-08-26
Neural HMMs are all you need (for high-quality attention-free TTS)	Shivam Mehta et al.	2021-08-30
Mask is All You Need: Rethinking Mask R-CNN for Dense and Arbitrary-Shaped Scene Text Detection	Xugong Qin et al.	2021-09-08
WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need	Yoni Schirris et al.	2021-09-13
Attention Is Indeed All You Need: Semantically Attention-Guided Decoding for Data-to-Text NLG	Juraj Juraska et al.	2021-09-15
Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision	David Picard	2021-09-16
Is Curiosity All You Need? On the Utility of Emergent Behaviours from Curious Exploration	Oliver Groth et al.	2021-09-17
One Timestep is All You Need: Training Spiking Neural Networks with Ultra Low Latency	Sayeed Shafayet Chowdhury et al.	2021-10-01
Attention is All You Need? Good Embeddings with Statistics are enough:Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or ....	Prateek Verma	2021-10-07
Open-Set Recognition: a Good Closed-Set Classifier is All You Need?	Sagar Vaze et al.	2021-10-12
Jurassic is (almost) All You Need: Few-Shot Meaning-to-Text Generation for Open-Domain Dialogue	Lena Reed et al.	2021-10-15
Hyperparameter Tuning is All You Need for LISTA	Xiaohan Chen et al.	2021-10-29
Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies	Tim Seyde et al.	2021-11-03
Realizable Learning is All You Need	Max Hopkins et al.	2021-11-08
Gradients are Not All You Need	Luke Metz et al.	2021-11-10
Perceiving and Modeling Density is All You Need for Image Dehazing	Tian Ye et al.	2021-11-18
Variance Reduction in Deep Learning: More Momentum is All You Need	Lionel Tondji et al.	2021-11-23
CDNet is all you need: Cascade DCN based underwater object detection RCNN	Di Chang	2021-11-25
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines	Yuxuan Zhang et al.	2021-12-16
Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning	Josh Myers-Dean et al.	2021-12-21
Cost Aggregation Is All You Need for Few-Shot Segmentation	Sunghwan Hong et al.	2021-12-22
ML4CO: Is GCNN All You Need? Graph Convolutional Neural Networks Produce Strong Baselines For Combinatorial Optimization Problems, If Tuned and Trained Properly, on Appropriate Data	Amin Banitalebi-Dehkordi et al.	2021-12-22
Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need?	Ziwei Zhang et al.	2021-12-23
All You Need In Sign Language Production	Razieh Rastgoo et al.	2022-01-05
Universal Online Learning with Unbounded Losses: Memory Is All You Need	Moise Blanchard et al.	2022-01-21
Patches Are All You Need?	Asher Trockman et al.	2022-01-24
It^oWave: It^o Stochastic Differential Equation Is All You Need For Wave Generation	Shoule Wu et al.	2022-01-29
Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning	Kexue Fu et al.	2022-02-09
1-WL Expressiveness Is (Almost) All You Need	Markus Zopf	2022-02-21
All You Need Is Supervised Learning: From Imitation Learning to Meta-RL With Upside Down RL	Kai Arulkumaran et al.	2022-02-24
Filter-enhanced MLP is All You Need for Sequential Recommendation	Kun Zhou et al.	2022-02-28
One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification	Simon Graham et al.	2022-02-28
Video is All You Need: Attacking PPG-based Biometric Authentication	Lin Li et al.	2022-03-02
Structured Pruning is All You Need for Pruning CNNs at Initialization	Yaohui Cai et al.	2022-03-04
All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators	Brijen Thananjeyan et al.	2022-03-09
Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection	Eliahu Horwitz et al.	2022-03-10
Respecting causality is all you need for training physics-informed neural networks	Sifan Wang et al.	2022-03-14
Distraction is All You Need for Fairness	Mehdi Yazdani-Jahromi et al.	2022-03-15
Neural Vocoder is All You Need for Speech Super-resolution	Haohe Liu et al.	2022-03-28
A 23 MW data centre is all you need	Samuel Albanie et al.	2022-03-31
TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization	Sijie Zhu et al.	2022-03-31
Overlapping Word Removal is All You Need: Revisiting Data Imbalance in Hope Speech Detection	Hariharan RamakrishnaIyer LekshmiAmmal et al.	2022-04-12
A for-loop is all you need. For solving the inverse problem in the case of personalized tumor growth modeling	Ivan Ezhov et al.	2022-05-09
Need is All You Need: Homeostatic Neural Networks Adapt to Concept Shift	Kingson Man et al.	2022-05-17
Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos	Juan Luis Gonzalez Bello et al.	2022-05-18
Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction	Yue Cao et al.	2022-05-20
All You Need Is Logs: Improving Code Completion by Learning from Anonymous IDE Usage Logs	Vitaliy Bibaev et al.	2022-05-21
Pretraining is All You Need for Image-to-Image Translation	Tengfei Wang et al.	2022-05-25
GMML is All you Need	Sara Atito et al.	2022-05-30
Is More Data All You Need? A Causal Exploration	Athanasios Vlontzos et al.	2022-06-06
Words are all you need? Language as an approximation for human similarity judgments	Raja Marjieh et al.	2022-06-08
A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing	Benedikt Winter et al.	2022-06-15
All you need is feedback: Communication with block attention feedback codes	Emre Ozfatura et al.	2022-06-19
Questions Are All You Need to Train a Dense Passage Retriever	Devendra Singh Sachan et al.	2022-06-21
Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need	An Wang et al.	2022-06-23
CV 3315 Is All You Need : Semantic Segmentation Competition	Akide Liu et al.	2022-06-25
Computer-assisted Pronunciation Training -- Speech synthesis is almost all you need	Daniel Korzekwa et al.	2022-07-02
Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs	Marla Narazani et al.	2022-07-05
Look-ups are not (yet) all you need for deep learning inference	Calvin McCarter et al.	2022-07-12
PointNorm: Dual Normalization is All You Need for Point Cloud Analysis	Shen Zheng et al.	2022-07-13
All you need for horizontal slicing in 5G network	Hamza Kheddar et al.	2022-07-23
Is GPT-3 all you need for Visual Question Answering in Cultural Heritage?	Pietro Bongini et al.	2022-07-25
Reduction Rules and ILP Are All You Need: Minimal Directed Feedback Vertex Set	Alex Meiburg	2022-08-01
PSUMNet: Unified Modality Part Streams are All You Need for Efficient Pose-based Action Recognition	Neel Trivedi et al.	2022-08-11
Dropout is NOT All You Need to Prevent Gradient Leakage	Daniel Scheliga et al.	2022-08-12
Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning	Ashish Gupta et al.	2022-08-14
Pseudo-Labels Are All You Need	Bogdan Kostić et al.	2022-08-19
Are disentangled representations all you need to build speaker anonymization systems?	Pierre Champion et al.	2022-08-22
Extending nnU-Net is all you need	Fabian Isensee et al.	2022-08-23
Multi-Outputs Is All You Need For Deblur	Sidun Liu et al.	2022-08-27
Rethinking Conversational Recommendations: Is Decision Tree All You Need?	A S M Ahsan-Ul Haque et al.	2022-08-31
Paraphrasing Is All You Need for Novel Object Captioning	Cheng-Fu Yang et al.	2022-09-25
Sentiment is all you need to win US Presidential elections	Sovesh Mohapatra et al.	2022-09-27
Combining Efficient and Precise Sign Language Recognition: Good pose estimation library is all you need	Matyáš Boháček et al.	2022-09-30
Centerpoints Are All You Need in Overhead Imagery	James Mason Inder et al.	2022-10-04
Depth Is All You Need for Monocular 3D Detection	Dennis Park et al.	2022-10-05
A ResNet is All You Need? Modeling A Strong Baseline for Detecting Referable Diabetic Retinopathy in Fundus Images	Tomás Castilla et al.	2022-10-06
Is margin all you need? An extensive empirical study of active learning on tabular data	Dara Bahri et al.	2022-10-07
Certified Training: Small Boxes are All You Need	Mark Niklas Müller et al.	2022-10-10
Microscopy is All You Need	Sergei V. Kalinin et al.	2022-10-12
H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection	Xue Yang et al.	2022-10-13
Bag All You Need: Learning a Generalizable Bagging Strategy for Heterogeneous Objects	Arpit Bahety et al.	2022-10-18
10 hours data is all you need	Zeping Min et al.	2022-10-24
Saliency Can Be All You Need In Contrastive Self-Supervised Learning	Veysel Kocaman et al.	2022-10-30
Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement	Shucong Zhang et al.	2022-11-08
Secure Aggregation Is Not All You Need: Mitigating Privacy Attacks with Noise Tolerance in Federated Learning	John Reuben Gilbert	2022-11-10
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning	Justus-Jonas Erker et al.	2022-11-14
Is Style All You Need? Dependencies Between Emotion and GST-based Speaker Recognition	Morgan Sandler et al.	2022-11-15
Tired of Over-smoothing? Stress Graph Drawing Is All You Need!	Xue Li et al.	2022-11-19
One Eye is All You Need: Lightweight Ensembles for Gaze Estimation with Single Encoders	Rishi Athavale et al.	2022-11-22
Is Conditional Generative Modeling all you need for Decision-Making?	Anurag Ajay et al.	2022-11-28
Out-Of-Distribution Detection Is Not All You Need	Joris Guérin et al.	2022-11-29
Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training?	Antoine Vanderschueren et al.	2022-12-02
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction	Shuliang Ning et al.	2022-12-09
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection	Zhenyu Wu et al.	2022-12-13
Fine-Tuning Is All You Need to Mitigate Backdoor Attacks	Zeyang Sha et al.	2022-12-18
Hoyer regularizer is all you need for ultra low-latency spiking neural networks	Gourav Datta et al.	2022-12-20
In-Sensor & Neuromorphic Computing are all you need for Energy Efficient Computer Vision	Gourav Datta et al.	2022-12-21
ChatGPT is not all you need. A State of the Art Review of large Generative AI models	Roberto Gozalo-Brizuela et al.	2023-01-11
Neural Operator: Is data all you need to model the world? An insight into the impact of Physics Informed Machine Learning	Hrishikesh Viswanath et al.	2023-01-30
Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need	Jingyao Li et al.	2023-02-06
A Random Dictator Is All You Need	Itai Arieli et al.	2023-02-07
Conformers are All You Need for Visual Speech Recognition	Oscar Chang et al.	2023-02-17
Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation	Luca Pesce et al.	2023-02-17
Temporal Interpolation Is All You Need for Dynamic Neural Radiance Fields	Sungheon Park et al.	2023-02-18
EuroCrops: All you need to know about the Largest Harmonised Open Crop Dataset Across the European Union	Maja Schneider et al.	2023-02-20
Some Might Say All You Need Is Sum	Eran Rosenbluth et al.	2023-02-22
Language Is Not All You Need: Aligning Perception with Language Models	Shaohan Huang et al.	2023-02-27
A Little Bit Attention Is All You Need for Person Re-Identification	Markus Eisenbach et al.	2023-02-28
Zyxin is all you need: machine learning adherent cell mechanics	Matthew S. Schmitt et al.	2023-03-01
Image Labels Are All You Need for Coarse Seagrass Segmentation	Scarlett Raine et al.	2023-03-02
From Visual Prompt Learning to Zero-Shot Transfer: Mapping Is All You Need	Ziqing Yang et al.	2023-03-09
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need	Da-Wei Zhou et al.	2023-03-13
Good Neighbors Are All You Need for Chinese Grapheme-to-Phoneme Conversion	Jungjun Kim et al.	2023-03-14
Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis	Renrui Zhang et al.	2023-03-14
HE is all you need: Compressing FHE Ciphertexts using Additive HE	Rasoul Akhavan Mahdavi et al.	2023-03-16
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need?	Chaoning Zhang et al.	2023-03-21
Text is All You Need: Personalizing ASR Models using Controllable Speech Synthesis	Karren Yang et al.	2023-03-27
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need	Vivien Cabannes et al.	2023-03-27
Polarity is all you need to learn and transfer faster	Qingyang Wang et al.	2023-03-29
All You Need Is Sex for Diversity	José Maria Simões et al.	2023-03-30
Optimal Input Gain: All You Need to Supercharge a Feed-Forward Neural Network	Chinmay Rane et al.	2023-03-30
Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation	Suho Lee et al.	2023-04-03
Astroformer: More Data Might not be all you need for Classification	Rishit Dagli	2023-04-03
Effective control of two-dimensional Rayleigh--B'enard convection: invariant multi-agent reinforcement learning is all you need	Colin Vignon et al.	2023-04-05
Retention Is All You Need	Karishma Mohiuddin et al.	2023-04-06
Attention: Marginal Probability is All You Need?	Ryan Singh et al.	2023-04-07
ChatGPT is all you need to decolonize sub-Saharan Vocational Education	Isidora Tourni et al.	2023-04-11
Are Local Features All You Need for Cross-Domain Visual Place Recognition?	Giovanni Barbarani et al.	2023-04-12
[CLS] Token is All You Need for Zero-Shot Semantic Segmentation	Letian Wu et al.	2023-04-13
Are LLMs All You Need for Task-Oriented Dialogue?	Vojtěch Hudeček et al.	2023-04-13
Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations	Yu-Hui Chen et al.	2023-04-21
Appropriateness is all you need!	Hendrik Kempt et al.	2023-04-27
Recursions Are All You Need: Towards Efficient Deep Unfolding Networks	Rawwad Alhejaili et al.	2023-05-09
SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification	Mauricio Mendez-Ruiz et al.	2023-05-15
Cooperation Is All You Need	Ahsan Adeel et al.	2023-05-16
PDP: Parameter-free Differentiable Pruning is All You Need	Minsik Cho et al.	2023-05-18
Text Is All You Need: Learning Language Representations for Sequential Recommendation	Jiacheng Li et al.	2023-05-23
Bytes Are All You Need: Transformers Operating Directly On File Bytes	Maxwell Horton et al.	2023-05-31
RITA: Group Attention is All You Need for Timeseries Analytics	Jiaming Liang et al.	2023-06-02
Prompting Is All You Need: Automated Android Bug Replay with Large Language Models	Sidong Feng et al.	2023-06-03
A Grasp Pose is All You Need: Learning Multi-fingered Grasping with Deep Reinforcement Learning from Vision and Touch	Federico Ceola et al.	2023-06-06
Small Temperature is All You Need for Differentiable Architecture Search	Jiuling Zhang et al.	2023-06-12
Require Process Control? LSTMc is all you need!	Niranjan Sitapure et al.	2023-06-13
Area is all you need: repeatable elements make stronger adversarial attacks	Dillon Niederhut	2023-06-13
Contrastive Loss is All You Need to Recover Analogies as Parallel Lines	Narutatsu Ri et al.	2023-06-14
A9 Intersection Dataset: All You Need for Urban 3D Camera-LiDAR Roadside Perception	Walter Zimmer et al.	2023-06-15
Gradient is All You Need?	Konstantin Riedl et al.	2023-06-16
Textbooks Are All You Need	Suriya Gunasekar et al.	2023-06-20
Randomized Quantization is All You Need for Differential Privacy in Federated Learning	Yeojoon Youn et al.	2023-06-20
Cross-Validation Is All You Need: A Statistical Approach To Label Noise Estimation	Jianan Chen et al.	2023-06-24
ParameterNet: Parameters Are All You Need	Kai Han et al.	2023-06-26
Positive Label Is All You Need for Multi-Label Classification	Zhixiang Yuan et al.	2023-06-28
Synthetic is all you need: removing the auxiliary data assumption for membership inference attacks against synthetic data	Florent Guépin et al.	2023-07-04
Pretraining is All You Need: A Multi-Atlas Enhanced Transformer Framework for Autism Spectrum Disorder Classification	Lucas Mahler et al.	2023-07-04
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need	Linhao Qu et al.	2023-07-05
Contrast Is All You Need	Burak Kilic et al.	2023-07-06
Copy Is All You Need	Tian Lan et al.	2023-07-13
Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training	Yao Wei et al.	2023-07-16
Is attention all you need in medical image analysis? A review	Giorgos Papanastasiou et al.	2023-07-24
Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?	Romain Egele et al.	2023-07-28
Separate Scene Text Detector for Unseen Scripts is Not All You Need	Prateek Keserwani et al.	2023-07-29
Graph Structure from Point Clouds: Geometric Attention is All You Need	Daniel Murnane	2023-07-31
Scaling may be all you need for achieving human-level object recognition capacity with human-like visual experience	A. Emin Orhan	2023-08-07
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training	Jianshuo Dong et al.	2023-08-12
Camouflaged Image Synthesis Is All You Need to Boost Camouflaged Detection	Haichao Zhang et al.	2023-08-13
Global Features are All You Need for Image Retrieval and Reranking	Shihao Shao et al.	2023-08-14
Attention Is Not All You Need Anymore	Zhe Chen	2023-08-15
Dynamic Neural Network is All You Need: Understanding the Robustness of Dynamic Mechanisms in Neural Networks	Mirazul Haque et al.	2023-08-17
Scope is all you need: Transforming LLMs for HPC Code	Tal Kadosh et al.	2023-08-18
Is context all you need? Scaling Neural Sign Language Translation to Large Domains of Discourse	Ozge Mercanoglu Sincan et al.	2023-08-18
Learning from A Single Graph is All You Need for Near-Shortest Path Routing in Wireless Networks	Yung-Fu Chen et al.	2023-08-18
Minimalist Traffic Prediction: Linear Layer Is All You Need	Wenying Duan et al.	2023-08-20
GaitPT: Skeletons Are All You Need For Gait Recognition	Andy Catruna et al.	2023-08-21
Patch Is Not All You Need	Changzhen Li et al.	2023-08-21
Vector Search with OpenAI Embeddings: Lucene Is All You Need	Jimmy Lin et al.	2023-08-29
Parsing is All You Need for Accurate Gait Recognition in the Wild	Jinkai Zheng et al.	2023-08-31
Memory augment is All You Need for image restoration	Xiao Feng Zhang et al.	2023-09-04
A Blackbox Model Is All You Need to Breach Privacy: Smart Grid Forecasting Models as a Use Case	Hussein Aly et al.	2023-09-04
Concepts is All You Need: A More Direct Path to AGI	Peter Voss et al.	2023-09-04
One Wide Feedforward is All You Need	Telmo Pessoa Pires et al.	2023-09-04
Textbooks Are All You Need II: phi-1.5 technical report	Yuanzhi Li et al.	2023-09-11
All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks	Richard D. P. East et al.	2023-09-13
Pretraining on the Test Set Is All You Need	Rylan Schaeffer	2023-09-13
More complex encoder is not all you need	Weibin Yang et al.	2023-09-20
MLPST: MLP is All You Need for Spatio-Temporal Prediction	Zijian Zhang et al.	2023-09-23
Attention Is All You Need For Blind Room Volume Estimation	Chunxi Wang et al.	2023-09-23
Only 5\% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation	Zihan Liu et al.	2023-09-25
Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need	Danil Provodin et al.	2023-09-27
Multilingual Natural Language Processing Model for Radiology Reports -- The Summary is all you need!	Mariana Lindo et al.	2023-09-29
Linear attention is (maybe) all you need (to understand transformer optimization)	Kwangjun Ahn et al.	2023-10-02
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning	Anirudh Som et al.	2023-10-16
Equivariant Transformer is all you need	Akio Tomiya et al.	2023-10-20
Seq2seq is All You Need for Coreference Resolution	Wenzheng Zhang et al.	2023-10-20
All you need is data: the added value of National Access Points as backbone European ITS data exchange infrastructures	Chrysostomos Mylonas et al.	2023-10-21
Structural generalization in COGS: Supertagging is (almost) all you need	Alban Petit et al.	2023-10-21
Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces	Tal Levy et al.	2023-10-24
19 Parameters Is All You Need: Tiny Neural Networks for Particle Physics	Alexander Bogatskiy et al.	2023-10-24
Little Exploration is All You Need	Henry H. H. Chen et al.	2023-10-26
One Style is All you Need to Generate a Video	Sandeep Manandhar et al.	2023-10-27
Label Poisoning is All You Need	Rishi D. Jha et al.	2023-10-29
Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models	Minxing Zhang et al.	2023-10-30
Objectives Are All You Need: Solving Deceptive Problems Without Explicit Diversity Maintenance	Ryan Boldi et al.	2023-11-04
Ephemeral Rollups are All you Need	Gabriele Picco et al.	2023-11-05
Equivariance Is Not All You Need: Characterizing the Utility of Equivariant Graph Neural Networks for Particle Physics Tasks	Savannah Thais et al.	2023-11-06
Lidar Annotation Is All You Need	Dinar Sharafutdinov et al.	2023-11-08
Interaction is all You Need? A Study of Robots Ability to Understand and Execute	Kushal Koshti et al.	2023-11-13
Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators	Yang Trista Cao et al.	2023-11-14
Causality is all you need	Ning Xu et al.	2023-11-21
Adapter is All You Need for Tuning Visual Tasks	Dongshuo Yin et al.	2023-11-25
Confidence Is All You Need for MI Attacks	Abhishek Sinha et al.	2023-11-26
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift	Jiawei Ge et al.	2023-11-27
Cross Entropy in Deep Learning of Classifiers Is Unnecessary -- ISBE Error is All You Need	Wladyslaw Skarbek	2023-11-27
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs	Camillo Quattrocchi et al.	2023-12-05
Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving?	Zhiqi Li et al.	2023-12-05
Golden Gemini is All You Need: Finding the Sweet Spots for Speaker Verification	Tianchi Liu et al.	2023-12-06
Is Feedback All You Need? Leveraging Natural Language Feedback in Goal-Conditioned Reinforcement Learning	Sabrina McCallum et al.	2023-12-07
The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need	Tianjin Huang et al.	2023-12-09
CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models	Tuna Han Salih Meral et al.	2023-12-11
Multi-Modality is All You Need for Transferable Recommender Systems	Youhua Li et al.	2023-12-15
Scaling Compute Is Not All You Need for Adversarial Robustness	Edoardo Debenedetti et al.	2023-12-20
Scaling Is All You Need: Autonomous Driving with JAX-Accelerated Reinforcement Learning	Moritz Harmel et al.	2023-12-23
Chatbot is Not All You Need: Information-rich Prompting for More Realistic Responses	Seokhoon Jeong et al.	2023-12-25
Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4	Sondos Mahmoud Bsharat et al.	2023-12-26
Evaluation is all you need. Prompting Generative Large Language Models for Annotation Tasks in the Social Sciences. A Primer using Open Models	Maximilian Weber et al.	2023-12-30
Exposure Bracketing Is All You Need For A High-Quality Image	Zhilu Zhang et al.	2024-01-01
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM	Xiaoding Lu et al.	2024-01-04
Grimoire is All You Need for Enhancing Large Language Models	Ding Chen et al.	2024-01-07
Metacognition is all you need? Using Introspection in Generative Agents to Improve Goal-directed Behavior	Jason Toy et al.	2024-01-09
Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need	Abderrahman Skiredj et al.	2024-01-09
COCO is "ALL'' You Need for Visual Instruction Fine-tuning	Xiaotian Han et al.	2024-01-17
Density Adaptive Attention is All You Need: Robust Parameter-Efficient Fine-Tuning Across Multiple Modalities	Georgios Ioannides et al.	2024-01-20
Byte Pair Encoding Is All You Need For Automatic Bengali Speech Recognition	Ahnaf Mozib Samin	2024-01-28
Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers	Lei Xu et al.	2024-01-30
A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification	Jacob Fein-Ashley et al.	2024-02-01
Compositional Generative Modeling: A Single Model is Not All You Need	Yilun Du et al.	2024-02-02
A Single Simple Patch is All You Need for AI-generated Image Detection	Jiaxuan Chen et al.	2024-02-02
More Agents Is All You Need	Junyou Li et al.	2024-02-03
Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need	Shangda Yang et al.	2024-02-03
SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking	Atharva Kulkarni et al.	2024-02-03
Eigen Is All You Need: Efficient Lidar-Inertial Continuous-Time Odometry with Internal Association	Thien-Minh Nguyen et al.	2024-02-04
Tabular Data: Is Attention All You Need?	Guri Zabërgja et al.	2024-02-06
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound	Jiajun Zeng et al.	2024-02-07
Randomness Is All You Need: Semantic Traversal of Problem-Solution Spaces with Large Language Models	Thomas Sandholm et al.	2024-02-08
SMC Is All You Need: Parallel Strong Scaling	Xinzhu Liang et al.	2024-02-09
Grace Period is All You Need: Individual Fairness without Revenue Loss in Revenue Management	Patrick Jaillet et al.	2024-02-13
Answer is All You Need: Instruction-following Text Embedding via Answering the Question	Letian Peng et al.	2024-02-15
Camouflage is all you need: Evaluating and Enhancing Language Model Robustness Against Camouflage Adversarial Attacks	Álvaro Huertas-García et al.	2024-02-15
Quantum linear algebra is all you need for Transformer architectures	Naixu Guo et al.	2024-02-26
Greed is All You Need: An Evaluation of Tokenizer Inference Methods	Omri Uzan et al.	2024-03-02
Cognition is All You Need -- The Next Layer of AI Above Large Language Models	Nova Spivack et al.	2024-03-04
Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems	Lingjiao Chen et al.	2024-03-04
CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval	Doanh C. Bui et al.	2024-03-10
Attention is all you need for boosting graph convolutional neural network	Yinwei Wu	2024-03-10
Pairwise Comparisons Are All You Need	Nicolas Chahine et al.	2024-03-13
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models	Chaoqun Liu et al.	2024-03-15
Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework	Kaiyan Chang et al.	2024-03-17
OCR is All you need: Importing Multi-Modality into Image-based Defect Detection System	Chih-Chung Hsu et al.	2024-03-18
Multistep Inverse Is Not All You Need	Alexander Levine et al.	2024-03-18
Reflectivity Is All You Need!: Advancing LiDAR Semantic Segmentation	Kasi Viswanath et al.	2024-03-19
One Masked Model is All You Need for Sensor Fault Detection, Isolation and Accommodation	Yiwei Fu et al.	2024-03-24
Proprioception Is All You Need: Terrain Classification for Boreal Forests	Damien LaRocque et al.	2024-03-25
Belief Samples Are All You Need For Social Learning	Mahyar JafariNodeh et al.	2024-03-25
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning	Yuelin Bai et al.	2024-03-26
SPMamba: State-space model is all you need in speech separation	Kai Li et al.	2024-04-02
Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning	Jonathan C. Balloch et al.	2024-04-02
Fork is All You Need in Heterogeneous Systems	Zixuan Wang et al.	2024-04-07
Self-supervised Dataset Distillation: A Good Compression Is All You Need	Muxin Zhou et al.	2024-04-11
One is all you need: Second-order Unification without First-order Variables	David M. Cerna et al.	2024-04-16
Moving Object Segmentation: All You Need Is SAM (and Flow)	Junyu Xie et al.	2024-04-18
Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution Images	Jacopo Bonato et al.	2024-04-19
All You Need is Resistance: On the Equivalence of Effective Resistance and Certain Optimal Transport Problems on Graphs	Sawyer Robertson et al.	2024-04-23
HCC Is All You Need: Alignment-The Sensible Kind Anyway-Is Just Human-Centered Computing	Eric Gilbert	2024-04-30
Graph is all you need? Lightweight data-agnostic neural architecture search without training	Zhenhan Huang et al.	2024-05-02
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis	Diogo J. Araújo et al.	2024-05-02
Connection is All You Need: A Multimodal Human-AI Co-Creation Storytelling System to Support Children's Multi-Level Narrative Skills	Lyumanshan Ye et al.	2024-05-10
Sparse Sampling is All You Need for Fast Wrong-way Cycling Detection in CCTV Videos	Jing Xu et al.	2024-05-12
Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning	Junfeng Chen et al.	2024-05-15
Comparisons Are All You Need for Optimizing Smooth Functions	Chenyi Zhang et al.	2024-05-19
Requirements are All You Need: The Final Frontier for End-User Software Engineering	Diana Robinson et al.	2024-05-22
Conditioning on Time is All You Need for Synthetic Survival Data Generation	Mohd Ashhad et al.	2024-05-27
Cross-Modal Safety Alignment: Is textual unlearning all you need?	Trishna Chakraborty et al.	2024-05-27
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts	Chunjing Gan et al.	2024-05-30
Non-uniformity is All You Need: Efficient and Timely Encrypted Traffic Classification With ECHO	Shilo Daum et al.	2024-06-03
MetaMixer Is All You Need	Seokju Yun et al.	2024-06-04
GrootVL: Tree Topology is All You Need in State Space Model	Yicheng Xiao et al.	2024-06-04
Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need	Martin Wistuba et al.	2024-06-05
SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN	Kang You et al.	2024-06-05
One Queue Is All You Need: Resolving Head-of-Line Blocking in Large Language Model Serving	Archit Patke et al.	2024-06-05
Procrastination Is All You Need: Exponent Indexed Accumulators for Floating Point, Posits and Logarithmic Numbers	Vincenzo Liguori	2024-06-09
Taxes Are All You Need: Integration of Taxonomical Hierarchy Relationships into the Contrastive Loss	Kiran Kokilepersaud et al.	2024-06-10
Memory Is All You Need: An Overview of Compute-in-Memory Architectures for Accelerating Large Language Model Inference	Christopher Wolters et al.	2024-06-12
Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need	Tingwei Chen et al.	2024-06-13
Zoom and Shift are All You Need	Jiahao Qin	2024-06-13
Requirements are All You Need: From Requirements to Code with LLMs	Bingyang Wei	2024-06-14
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?	T. Y. S. S Santosh et al.	2024-06-16
MiSuRe is all you need to explain your image segmentation	Syed Nouman Hasany et al.	2024-06-18
Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters	Zhiyu Guo et al.	2024-06-18
Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment	Zhipeng Chen et al.	2024-06-18
Selected Languages are All You Need for Cross-lingual Truthfulness Transfer	Weihao Liu et al.	2024-06-20
Setting Targets is All You Need:Improved Order Competitive Ratio for Online Selection	Liyan Chen et al.	2024-06-21
ShanghaiTech Mapping Robot is All You Need: Robot System for Collecting Universal Ground Vehicle Datasets	Bowen Xu et al.	2024-06-24
Evaluating Quality of Answers for Retrieval-Augmented Generation: A Strong LLM Is All You Need	Yang Wang et al.	2024-06-26
Wavelets Are All You Need for Autoregressive Image Generation	Wael Mattar et al.	2024-06-28
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP	Omer Goldman et al.	2024-06-29
Transferable-guided Attention Is All You Need for Video Domain Adaptation	André Sacilotti et al.	2024-07-01
Raw Text is All you Need: Knowledge-intensive Multi-turn Instruction Tuning for Large Language Model	Xia Hou et al.	2024-07-03
An accurate detection is not all you need to combat label noise in web-noisy datasets	Paul Albert et al.	2024-07-08
Bucket Pre-training is All You Need	Hongtao Liu et al.	2024-07-10
Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models	Namkyeong Lee et al.	2024-07-12
Accuracy is Not All You Need	Abhinav Dutta et al.	2024-07-12
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text	Lucio La Cava et al.	2024-07-12
Explanation is All You Need in Distillation: Mitigating Bias and Shortcut Learning	Pedro R. A. S. Bassi et al.	2024-07-13
Rethinking Learned Image Compression: Context is All You Need	Jixiang Luo	2024-07-16
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis	Haeil Lee et al.	2024-07-16
Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning	Dylan J. Foster et al.	2024-07-20
CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models	Zheng Chong et al.	2024-07-21
Sparse Prior Is Not All You Need: When Differential Directionality Meets Saliency Coherence for Infrared Small Target Detection	Fei Zhou et al.	2024-07-22
Attention Is All You Need But You Don't Need All Of It For Inference of Large Language Models	Georgy Tyukin et al.	2024-07-22
DC is all you need: describing ReLU from a signal processing standpoint	Christodoulos Kechris et al.	2024-07-23
HDL-GPT: High-Quality HDL is All You Need	Bhuvnesh Kumar et al.	2024-07-25
Downstream bias mitigation is all you need	Arkadeep Baksi et al.	2024-08-01
Attention is all you need for an improved CNN-based flash flood susceptibility modeling. The case of the ungauged Rheraya watershed, Morocco	Akram Elghouat et al.	2024-08-03
ViC: Virtual Compiler Is All You Need For Assembly Code Search	Zeyu Gao et al.	2024-08-10
A Single Goal is All You Need: Skills and Exploration Emerge from Contrastive RL without Rewards, Demonstrations, or Subgoals	Grace Liu et al.	2024-08-11
Zero-Shot Learning and Key Points Are All You Need for Automated Fact-Checking	Mohammad Ghiasvand Mohammadkhani et al.	2024-08-15
Are CLIP features all you need for Universal Synthetic Image Origin Attribution?	Dario Cioni et al.	2024-08-17
Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional Layer	Md Fahim Anjum	2024-08-19
GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets	Sven Oehri et al.	2024-08-26
Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need	Sijia Peng et al.	2024-08-28
Alignment is All You Need: A Training-free Augmentation Strategy for Pose-guided Video Generation	Xiaoyu Jin et al.	2024-08-29
All You Need is Group Actions: Advancing Robust Autonomous Planning	Vincenzo Basco	2024-08-30
Dreaming is All You Need	Mingze Ni et al.	2024-09-03
Training on the Benchmark Is Not All You Need	Shiwen Ni et al.	2024-09-03
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation	Paul Johannes Claasen et al.	2024-09-04
100 instances is all you need: predicting the success of a new LLM on unseen data by testing on a few instances	Lorenzo Pacchiardi et al.	2024-09-05
Inference is All You Need: Self Example Retriever for Cross-domain Dialogue State Tracking with ChatGPT	Jihyun Lee et al.	2024-09-10
Dot Product is All You Need: Bridging the Gap Between Item Recommendation and Link Prediction	Daniele Malitesta et al.	2024-09-11
Alignment with Preference Optimization Is All You Need for LLM Safety	Reda Alami et al.	2024-09-12
Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling	Nebiyou Yismaw et al.	2024-09-13
Propaganda is all you need	Paul Kronlund-Drouault	2024-09-13
Hedging Is Not All You Need: A Simple Baseline for Online Learning Under Haphazard Inputs	Himanshu Buckchash et al.	2024-09-16
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks	Sebastian Nehrdich et al.	2024-09-20
Active Vision Might Be All You Need: Exploring Active Vision in Bimanual Robotic Manipulation	Ian Chuang et al.	2024-09-26
Emu3: Next-Token Prediction is All You Need	Xinlong Wang et al.	2024-09-27
Fusion is all you need: Face Fusion for Customized Identity-Preserving Image Synthesis	Salaheldin Mohamed et al.	2024-09-27
Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria	Michael S. Yao et al.	2024-09-27
Addition is All You Need for Energy-efficient Language Models	Hongyin Luo et al.	2024-10-01
Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models	Mingxue Xu et al.	2024-10-03
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need	Xianlong Wang et al.	2024-10-04
Grounding is All You Need? Dual Temporal Grounding for Video Dialog	You Qin et al.	2024-10-08
Is Pontryagin's Maximum Principle all you need? Solving optimal control problems with PMP-inspired neural networks	Kawisorn Kamtue et al.	2024-10-08
Noise is All You Need: Private Second-Order Convergence of Noisy SGD	Dmitrii Avdiukhin et al.	2024-10-09
Simulation-based inference with scattering representations: scattering is all you need	Kiyam Lin et al.	2024-10-11
Rethinking Data Selection at Scale: Random Selection is Almost All You Need	Tingyu Xia et al.	2024-10-12
Looped ReLU MLPs May Be All You Need as Practical Programmable Computers	Yingyu Liang et al.	2024-10-12
Dying Clusters Is All You Need -- Deep Clustering With an Unknown Number of Clusters	Collin Leiber et al.	2024-10-12
Reddit is all you need: Authorship profiling for Romanian	Ecaterina Ştefănescu et al.	2024-10-13
Position Specific Scoring Is All You Need? Revisiting Protein Sequence Classification Tasks	Sarwan Ali et al.	2024-10-16
Efficient Deep Learning Board: Training Feedback Is Not All You Need	Lina Gong et al.	2024-10-17
Good Parenting is all you need -- Multi-agentic LLM Hallucination Mitigation	Ted Kwartler et al.	2024-10-18
Attention Is All You Need for LLM-based Code Vulnerability Localization	Yue Li et al.	2024-10-20
All You Need is an Improving Column: Enhancing Column Generation for Parallel Machine Scheduling via Transformers	Amira Hijazi et al.	2024-10-21
Towards Active Participant-Centric Vertical Federated Learning: Some Representations May Be All You Need	Jon Irureta et al.	2024-10-23
Multi-objective Optimization in CPU Design Space Exploration: Attention is All You Need	Runzhen Xue et al.	2024-10-24
Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining	Ruoxi Cheng et al.	2024-10-24
Intention Is All You Need	Advait Sarkar	2024-10-24
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models	Lu Yu et al.	2024-10-29
Cross-Entropy Is All You Need To Invert the Data Generating Process	Patrik Reizinger et al.	2024-10-29
LSEAttention is All You Need for Time Series Forecasting	Dizhen Liang	2024-10-31
Attention is All You Need to Optimize Wind Farm Operations and Maintenance	Iman Kazemian et al.	2024-10-31
Redundancy Is All You Need	Joshua Brakensiek et al.	2024-11-05
Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System	David Maria Schmidt et al.	2024-11-06
ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing	Jun-Kun Chen et al.	2024-11-07
Joint Age-State Belief is All You Need: Minimizing AoII via Pull-Based Remote Estimation	Ismail Cosandal et al.	2024-11-11
SecEncoder: Logs are All You Need in Security	Muhammed Fatih Bulut et al.	2024-11-12
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology	Dhananjay Tomar et al.	2024-11-14
ALPHA-$$\alpha$$ and Bi-ACT Are All You Need: Importance of Position and Force Information/Control for Imitation Learning of Unimanual and Bimanual Robotic Manipulation with Low-Cost System	Masato Kobayashi et al.	2024-11-15
Is Locational Marginal Price All You Need for Locational Marginal Emission?	Xuan He et al.	2024-11-18
Order Is All You Need for Categorical Data Clustering	Yiqun Zhang et al.	2024-11-19
Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need	Kecheng Chen et al.	2024-11-19
Signformer is all you need: Towards Edge AI for Sign Language	Eta Yang	2024-11-19
Text Embedding is Not All You Need: Attention Control for Text-to-Image Semantic Alignment with Text Self-Attention Maps	Jeeyung Kim et al.	2024-11-21
Fairness And Performance In Harmony: Data Debiasing Is All You Need	Junhua Liu et al.	2024-11-26
Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor	Ashwin Baluja	2024-12-01
[CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster	Qizhe Zhang et al.	2024-12-02
Is FISHER All You Need in The Multi-AUV Underwater Target Tracking Task?	Jingzehua Xu et al.	2024-12-05
Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models	Eyad Gomaa et al.	2024-12-05
REL: Working out is all you need	Toby Simonds et al.	2024-12-05
Modality Decoupling is All You Need: A Simple Solution for Unsupervised Hyperspectral Image Fusion	Songcheng Du et al.	2024-12-06
Cutting is All You Need: Execution of Large-Scale Quantum Neural Networks on Limited-Qubit Devices	Alberto Marchisio et al.	2024-12-06
Steps are all you need: Rethinking STEM Education with Prompt Engineering	Krishnasai Addala et al.	2024-12-06
Preprocessing is All You Need: Boosting the Performance of Log Parsers With a General Preprocessing Framework	Qiaolin Qin et al.	2024-12-06
Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering	Krishnasai Addala et al.	2024-12-06
[MASK] is All You Need	Vincent Tao Hu et al.	2024-12-09
Predictable Emergent Abilities of LLMs: Proxy Tasks Are All You Need	Bo-Wen Zhang et al.	2024-12-10
All You Need in Knowledge Distillation Is a Tailored Coordinate System	Junjie Zhou et al.	2024-12-12
Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis	Raj Hansini Khoiwal et al.	2024-12-12
Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces	Nianze Tao	2024-12-16
AUEB-Archimedes at RIRAG-2025: Is obligation concatenation really all you need?	Ioannis Chasandras et al.	2024-12-16
No More Adam: Learning Rate Scaling at Initialization is All You Need	Minghao Xu et al.	2024-12-16
Don't Do RAG: When Cache-Augmented Generation is All You Need for Knowledge Tasks	Brian J Chan et al.	2024-12-20
From Worms to Mice: Homeostasis Maybe All You Need	Jesus Marco de Lucas	2024-12-28
Generalize Your Face Forgery Detectors: An Insertable Adaptation Module Is All You Need	Xiaotian Si et al.	2024-12-30
Attention Is All You Need For Mixture-of-Depths Routing	Advait Gadhikar et al.	2024-12-30
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation	Cheng Yuan et al.	2024-12-31
Kolmogorov GAM Networks are all you need!	Sarah Polson et al.	2025-01-01
Google is all you need: Semi-Supervised Transfer Learning Strategy For Light Multimodal Multi-Task Classification Model	Haixu Liu et al.	2025-01-03
Element-wise Attention Is All You Need	Guoxin Feng	2025-01-10
Tensor Product Attention Is All You Need	Yifan Zhang et al.	2025-01-11
Common Sense Is All You Need	Hugo Latapie	2025-01-11
DisCoPatch: Batch Statistics Are All You Need For OOD Detection, But Only If You Can Trust Them	Francisco Caetano et al.	2025-01-14
Attention is All You Need Until You Need Retention	M. Murat Yaslioglu	2025-01-15
Mosaic-skeleton approximation is all you need for Smoluchowski equations	Roman R. Dyachenko et al.	2025-01-17
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL	Yeounoh Chung et al.	2025-01-21
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant	Gaole He et al.	2025-01-29
Anatomy Might Be All You Need: Forecasting What to Do During Surgery	Gary Sarwin et al.	2025-01-29
Detection Is All You Need: A Feasible Optimal Prior-Free Black-Box Approach For Piecewise Stationary Bandits	Argyrios Gerogiannis et al.	2025-01-31
Reformulation is All You Need: Addressing Malicious Text Features in DNNs	Yi Jiang et al.	2025-02-02
NER4all or Context is All You Need: Using LLMs for low-effort, high-performance NER on historical texts. A humanities informed approach	Torsten Hiltmann et al.	2025-02-04
3D Prior is All You Need: Cross-Task Few-shot 2D Gaze Estimation	Yihua Cheng et al.	2025-02-06
Is attention all you need to solve the correlated electron problem?	Max Geier et al.	2025-02-07
PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference	Yufeng Gu et al.	2025-02-11
TransMLA: Multi-head Latent Attention Is All You Need	Fanxu Meng et al.	2025-02-11
Intention is All You Need: Refining Your Code from Your Intention	Qi Guo et al.	2025-02-12

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