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CVPR 2024

Research Paper with Code

Table of Contents

Domain-wise Table

3DGS (Gaussian Splatting)

Index Paper Title Paper Link Code Official Repo
1 Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering Paper Code Homepage
2 GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis Paper Code Homepage
3 GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians Paper Code N/A
4 GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting Paper Code N/A
5 Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction Paper Code Homepage

Avatars

Index Paper Title Paper Link Code Official Repo
6 GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians Paper Code N/A
7 Real-Time Simulated Avatar from Head-Mounted Sensors Paper N/A Homepage

Backbone

Index Paper Title Paper Link Code Official Repo
8 RepViT: Revisiting Mobile CNN From ViT Perspective Paper Code N/A
9 TransNeXt: Robust Foveal Visual Perception for Vision Transformers Paper Code N/A

CLIP

Index Paper Title Paper Link Code Official Repo
10 Alpha-CLIP: A CLIP Model Focusing on Wherever You Want Paper Code N/A
11 FairCLIP: Harnessing Fairness in Vision-Language Learning Paper Code N/A

Embodied AI

Index Paper Title Paper Link Code Official Repo
12 EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI Paper Code Homepage
13 MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception Paper Code Homepage

OCR

Index Paper Title Paper Link Code Official Repo
14 An Empirical Study of Scaling Law for OCR Paper Code N/A
15 ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and Spotting Paper Code N/A

NeRF

Index Paper Title Paper Link Code Official Repo
16 PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF Paper Code N/A

DETR

Index Paper Title Paper Link Code Official Repo
17 DETRs Beat YOLOs on Real-time Object Detection Paper Code N/A
18 Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement Paper Code N/A

ReID

Index Paper Title Paper Link Code Official Repo
19 Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification Paper Code N/A
20 Noisy-Correspondence Learning for Text-to-Image Person Re-identification Paper Code N/A

Long-Tail

Index Paper Title Paper Link Code Official Repo
1 Delving into the Trajectory Long-tail Distribution for Multi-object Tracking Paper Code N/A

Vision Transformer

Index Paper Title Paper Link Code Official Repo
2 TransNeXt: Robust Foveal Visual Perception for Vision Transformers Paper Code N/A
3 RepViT: Revisiting Mobile CNN From ViT Perspective Paper Code N/A

Vision-Language

Index Paper Title Paper Link Code Official Repo
4 PromptKD: Unsupervised Prompt Distillation for Vision-Language Models Paper Code N/A
5 FairCLIP: Harnessing Fairness in Vision-Language Learning Paper Code N/A

Self-supervised Learning

Index Paper Title Paper Link Code Official Repo
6 N/A N/A N/A N/A

Data Augmentation

Index Paper Title Paper Link Code Official Repo
7 N/A N/A N/A N/A

Object Detection

Index Paper Title Paper Link Code Official Repo
8 DETRs Beat YOLOs on Real-time Object Detection Paper Code N/A
9 Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Paper Code N/A
10 YOLO-World: Real-Time Open-Vocabulary Object Detection Paper Code N/A
11 Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement Paper Code N/A

Anomaly Detection

Index Paper Title Paper Link Code Official Repo
12 Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection Paper Code N/A

Visual Tracking

Index Paper Title Paper Link Code Official Repo
13 N/A N/A N/A N/A

Semantic Segmentation

Index Paper Title Paper Link Code Official Repo
14 Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation Paper Code N/A
15 SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation Paper Code N/A

Instance Segmentation

Index Paper Title Paper Link Code Official Repo
16 N/A N/A N/A N/A

Panoptic Segmentation

Index Paper Title Paper Link Code Official Repo
17 N/A N/A N/A N/A

Medical Image

Index Paper Title Paper Link Code Official Repo
18 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology Paper Code N/A
19 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis Paper Code N/A
20 ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images Paper Code N/A

Medical Image Segmentation

Index Paper Title Paper Link Code Official Repo
21 N/A N/A N/A N/A

Video Object Segmentation

Index Paper Title Paper Link Code Official Repo
22 N/A N/A N/A N/A

Video Instance Segmentation

Index Paper Title Paper Link Code Official Repo
23 N/A N/A N/A N/A

Referring Image Segmentation

Index Paper Title Paper Link Code Official Repo
24 N/A N/A N/A N/A

Image Matting

Index Paper Title Paper Link Code Official Repo
25 N/A N/A N/A N/A

Image Editing

Index Paper Title Paper Link Code Official Repo
26 Edit One for All: Interactive Batch Image Editing Paper Code Homepage

Low-level Vision

Index Paper Title Paper Link Code Official Repo
27 Residual Denoising Diffusion Models Paper Code N/A
28 Boosting Image Restoration via Priors from Pre-trained Models Paper N/A N/A

Super-Resolution)

Index Paper Title Paper Link Code Official Repo
29 SeD: Semantic-Aware Discriminator for Image Super-Resolution Paper Code N/A
30 APISR: Anime Production Inspired Real-World Anime Super-Resolution Paper [Code](https://github.com/Kiter### Domain-wise Table

Denoising

Index Paper Title Paper Link Code Official Repo
31 Residual Denoising Diffusion Models Paper Code N/A

Deblur

Index Paper Title Paper Link Code Official Repo
32 N/A N/A N/A N/A

Autonomous Driving

Index Paper Title Paper Link Code Official Repo
33 UniPAD: A Universal Pre-training Paradigm for Autonomous Driving Paper Code N/A
34 Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications Paper Code N/A
35 Memory-based Adapters for Online 3D Scene Perception Paper Code N/A
36 Symphonize 3D Semantic Scene Completion with Contextual Instance Queries Paper Code N/A
37 A Real-world Large-scale Dataset for Roadside Cooperative Perception Paper Code N/A
38 Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving Paper Code N/A

3D Point Cloud

Index Paper Title Paper Link Code Official Repo
40 N/A N/A N/A N/A

3D Object Detection

Index Paper Title Paper Link Code Official Repo
41 PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection Paper Code N/A
42 UniMODE: Unified Monocular 3D Object Detection Paper N/A N/A

3D Semantic Segmentation

Index Paper Title Paper Link Code Official Repo
43 N/A N/A N/A N/A

3D Object Tracking

Index Paper Title Paper Link Code Official Repo
44 N/A N/A N/A N/A

3D Semantic Scene Completion

Index Paper Title Paper Link Code Official Repo
45 Symphonize 3D Semantic Scene Completion with Contextual Instance Queries Paper Code N/A

3D Registration

Index Paper Title Paper Link Code Official Repo
46 N/A N/A N/A N/A

3D Human Pose Estimation

Index Paper Title Paper Link Code Official Repo
47 Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation Paper Code N/A

3D Human Mesh Estimation

Index Paper Title Paper Link Code Official Repo
48 N/A N/A N/A N/A

Medical Image

Index Paper Title Paper Link Code Official Repo
49 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology Paper Code N/A
50 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis Paper Code N/A
51 ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images Paper Code N/A

Image Generation

Index Paper Title Paper Link Code Official Repo
52 InstanceDiffusion: Instance-level Control for Image Generation Paper Code Homepage
53 ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations Paper Code Homepage
54 Instruct-Imagen: Image Generation with Multi-modal Instruction Paper N/A N/A
55 UniGS: Unified Representation for Image Generation and Segmentation Paper N/A N/A
56 Multi-Instance Generation Controller for Text-to-Image Synthesis Paper Code N/A
57 SVGDreamer: Text Guided SVG Generation with Diffusion Model Paper Code N/A
58 InteractDiffusion: Interaction-Control for Text-to-Image Diffusion Model Paper Code N/A
59 Ranni: Taming Text-to-Image Diffusion for Accurate Prompt Following Paper Code N/A

Video Generation

Index Paper Title Paper Link Code Official Repo
60 Vlogger: Make Your Dream A Vlog Paper Code N/A
61 VBench: Comprehensive Benchmark Suite for Video Generative Models Paper Code Homepage
62 VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models Paper Code Homepage

Vision Transformer

Index Paper Title Paper Link Code Official Repo
63 TransNeXt: Robust Foveal Visual Perception for Vision Transformers Paper Code N/A
64 RepViT: Revisiting Mobile CNN From ViT Perspective Paper Code N/A
65 A General and Efficient Training for Transformer via Token Expansion Paper Code N/A

Vision-Language

Index Paper Title Paper Link Code Official Repo
66 PromptKD: Unsupervised Prompt Distillation for Vision-Language Models Paper Code N/A
67 FairCLIP: Harnessing Fairness in Vision-Language Learning Paper Code N/A

Object Detection

Index Paper Title Paper Link Code Official Repo
68 DETRs Beat YOLOs on Real-time Object Detection Paper Code N/A
69 Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Paper Code N/A
70 YOLO-World: Real-Time Open-Vocabulary Object Detection Paper Code N/A
71 Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement Paper Code N/A

Anomaly Detection

Index Paper Title Paper Link Code Official Repo
72 Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection Paper Code N/A

Object Tracking

Index Paper Title Paper Link Code Official Repo
73 Delving into the Trajectory Long-tail Distribution for Multi-object Tracking Paper Code N/A

Semantic Segmentation

Index Paper Title Paper Link Code Official Repo
74 Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation Paper Code N/A
75 SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation Paper Code N/A

Medical Image

Index Paper Title Paper Link Code Official Repo
76 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology Paper Code N/A
77 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis Paper Code N/A
78 ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images Paper Code N/A

Medical Image Segmentation

Index Paper Title Paper Link Code Official Repo
76 N/A N/A N/A N/A

Autonomous Driving

Index Paper Title Paper Link Code Official Repo
77 UniPAD: A Universal Pre-training Paradigm for Autonomous Driving Paper Code N/A
78 Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications Paper Code N/A
79 Memory-based Adapters for Online 3D Scene Perception Paper Code N/A
80 Symphonize 3D Semantic Scene Completion with Contextual Instance Queries Paper Code N/A
81 A Real-world Large-scale Dataset for Roadside Cooperative Perception Paper Code N/A
82 Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving Paper Code N/A
83 Traffic Scene Parsing through the TSP6K Dataset Paper Code N/A

3D Point Cloud

Index Paper Title Paper Link Code Official Repo
84 N/A N/A N/A N/A

3D Object Detection

Index Paper Title Paper Link Code Official Repo
85 PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection Paper Code N/A
86 UniMODE: Unified Monocular 3D Object Detection Paper N/A N/A

3D Semantic Segmentation

Index Paper Title Paper Link Code Official Repo
87 N/A N/A N/A N/A

Image Editing

Index Paper Title Paper Link Code Official Repo
88 Edit One for All: Interactive Batch Image Editing Paper Code Homepage

Video Editing

Index Paper Title Paper Link Code Official Repo
89 MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers Paper N/A Homepage

Low-level Vision

Index Paper Title Paper Link Code Official Repo
90 Residual Denoising Diffusion Models Paper Code N/A
91 Boosting Image Restoration via Priors from Pre-trained Models Paper N/A N/A

Super-Resolution

Index Paper Title Paper Link Code Official Repo
92 SeD: Semantic-Aware Discriminator for Image Super-Resolution Paper Code N/A
93 APISR: Anime Production Inspired Real-World Anime Super-Resolution Paper Code N/A

Denoising

Index Paper Title Paper Link Code Official Repo
94 N/A N/A N/A N/A

3D Human Pose Estimation

Index Paper Title Paper Link Code Official Repo
95 Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation Paper Code N/A

Image Generation

Index Paper Title Paper Link Code Official Repo
96 InstanceDiffusion: Instance-level Control for Image Generation Paper Code Homepage
97 ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations Paper Code Homepage
98 Instruct-Imagen: Image Generation with Multi-modal Instruction Paper N/A N/A
99 Residual Denoising Diffusion Models Paper Code N/A
100 UniGS: Unified Representation for Image Generation and Segmentation Paper N/A N/A
101 Multi-Instance Generation Controller for Text-to-Image Synthesis Paper Code N/A
102 SVGDreamer: Text Guided SVG Generation with Diffusion Model Paper Code N/A
103 InteractDiffusion: Interaction-Control for Text-to-Image Diffusion Model Paper Code N/A
104 Ranni: Taming Text-to-Image Diffusion for Accurate Prompt Following Paper Code N/A

Video Generation

Index Paper Title Paper Link Code Official Repo
105 Vlogger: Make Your Dream A Vlog Paper Code N/A
106 VBench: Comprehensive Benchmark Suite for Video Generative Models Paper Code Homepage
107 VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models Paper Code Homepage

3D Generation

Index Paper Title Paper Link Code Official Repo
108 CityDreamer: Compositional Generative Model of Unbounded 3D Cities Paper Code Homepage
109 LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching Paper Code N/A

Video Understanding

Index Paper Title Paper Link Code Official Repo
110 MVBench: A Comprehensive Multi-modal Video Understanding Benchmark Paper Code N/A

Knowledge Distillation

Index Paper Title Paper Link Code Official Repo
111 Logit Standardization in Knowledge Distillation Paper Code N/A
112 Efficient Dataset Distillation via Minimax Diffusion Paper Code N/A

Stereo Matching

Index Paper Title Paper Link Code Official Repo
113 Neural Markov Random Field for Stereo Matching Paper Code N/A

Scene Graph Generation

Index Paper Title Paper Link Code Official Repo
114 HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation Paper Code Homepage

Video Quality Assessment

Index Paper Title Paper Link Code Official Repo
115 KVQ: Kaleidoscope Video Quality Assessment for Short-form Videos Paper Code Homepage

Datasets

Index Paper Title Paper Link Code Official Repo
116 A Real-world Large-scale Dataset for Roadside Cooperative Perception Paper Code N/A
117 Traffic Scene Parsing through the TSP6K Dataset Paper Code N/A

Others

Index Paper Title Paper Link Code Official Repo
118 Object Recognition as Next Token Prediction Paper Code N/A
119 ParameterNet: Parameters Are All You Need for Large-scale Visual Pretraining of Mobile Networks Paper Code N/A
120 Seamless Human Motion Composition with Blended Positional Encodings Paper Code N/A
121 LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning Paper Code Homepage
122 CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update Paper N/A Homepage
123 MoMask: Generative Masked Modeling of 3D Human Motions Paper Code N/A
124 Amodal Ground Truth and Completion in the Wild Paper Code Homepage
125 Improved Visual Grounding through Self-Consistent Explanations Paper Code N/A
126 ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object Paper Code Homepage
127 Learning from Synthetic Human Group Activities Paper Code Homepage
128 A Cross-Subject Brain Decoding Framework Paper Code Homepage
129 Multi-Task Dense Prediction via Mixture of Low-Rank Experts Paper Code N/A
130 Contrastive Mean-Shift Learning for Generalized Category Discovery Paper Code Homepage

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CVPR 2024 Research Paper with Code

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