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Citations.md

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Citations:

  • Attention! A Lightweight 2D Hand Pose Estimation Approach: Paper, Code (Submitted to IEEE Signal Processing Letters)
  • Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian hydraulic conductivities: Paper (Submitted to Wiley Water Resources Research)
  • Connecting Optical Morphology, Environment, and H I Mass Fraction for Low-Redshift Galaxies Using Deep Learning: Paper, Code
  • Learning Neural Activations: Paper, Code
  • Learning to Reconstruct Crack Profiles for Eddy Current Nondestructive Testing: Paper, Code (Accepted to 33rd NeurIPS ML4PS (Machine Learning and the Physical Sciences) Workshop)
  • Classification of Hyperspectral Image Based on Double-Branch Dual-Attention Mechanism Network: Paper, Code
  • A Survey of the Recent Architectures of Deep Convolutional Neural Networks: Paper
  • fastai—A Layered API for Deep Learning: Paper, Code, Blog
  • Soft-Root-Sign Activation Function: Paper
  • RMNv2: Reduced Mobilenet V2 for CIFAR10: Paper, Thesis, Purdue University
  • An Unsupervised Deep Learning System for Acoustic Scene Analysis : Paper
  • U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation : Paper
  • Dynamic ReLU : Paper (Microsoft Research (MSR))
  • TanhExp: A Smooth Activation Function with High Convergence Speed for Lightweight Neural Networks : Paper (Submitted to IET Computer Vision)
  • MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis : Paper (Submitted to Computers in Biology and Medicine)
  • TResNet: High Performance GPU-Dedicated Architecture: Paper
  • MXR-U-Nets for Real Time Hyperspectral Reconstruction: Paper, Code
  • Neural Architectures Design and Search for Deep Learning and Continual Learning: Thesis
  • Analyzing Lung Disease Using Highly Effective Deep Learning Techniques: Paper
  • YOLOv4: Optimal Speed and Accuracy of Object Detection: Paper, Code
  • sEMG Gesture Recognition With a Simple Model of Attention: Paper, Code
  • Deep-Learning-Based Active Hyperspectral Imaging Classification Method Illuminated by the Supercontinuum Laser: Paper
  • Optimized Light-Weight Convolutional Neural Networks for Histopathologic Cancer Detection: Paper
  • NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image: Paper (Review of the New Trends in Image Restoration and Enhancement workshop and challenges on image and video restoration and enhancement in conjuction with CVPR 2020)
  • Style transfer with variational autoencoders is a promising approach to RNA-Seq data harmonization and analysis: Paper
  • Neural Networks Versus Conventional Filters for Inertial-Sensor-based Attitude Estimation: Paper
  • Carbon Dioxide Level Prediction for Indoor Air Using Neural networks: Master's Thesis, University of Oulu
  • Domain Specific, Semi-Supervised Transfer Learning for Medical Imaging: Paper
  • Integration of adversarial autoencoders with residual dense convolutional networks for inversion of solute transport in non-Gaussian conductivity fields: Paper
  • Discovering Parametric Activation Functions: Paper
  • A Review of Activation Function for Artificial Neural Network: Paper(Published at IEEE 18th World Symposium on Applied Machine Intelligence and Informatics (SAMI 2020))
  • Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction: Paper, Code, Project Page (Published at The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020)
  • A Note on Deepfake Detection with Low-Resources: Paper
  • An Embedded Deep Learning Object Detection Model For Traffic In Asian Countries: Paper
  • MSMD-Net: Deep Stereo Matching with Multi-scale and Multi-dimension Cost Volume: Paper, Code
  • PATS: A New Neural Network Activation Function with Parameter: Paper, Code
  • Deep Learning Based Analysis of Prostate Cancer from MP-MRI: Thesis, Aalto University
  • Multi-View Pose Generator Based on Deep Learning for Monocular 3D Human Pose Estimation: Paper
  • Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks: Paper
  • Sound Event Detection in Domestic Environments using Dense Recurrent Neural Network : Paper
  • Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence: Paper (Accepted to IEEE Internet of Things Journal)
  • Regularized Flexible Activation Function Combinations for Deep Neural Networks: Paper
  • Designing a lightweight 1D convolutional neural network with Bayesian optimization for wheel flat detection using carbody accelerations: Paper (Accepted to International Journal of Rail Transportation)
  • Hand Pose Estimation from RGBD Images: Paper