| JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image | Jul 9, 2020 | 3D Hand Pose EstimationGPU | CodeCode Available | 1 |
| Auxiliary Tasks Speed Up Learning PointGoal Navigation | Jul 9, 2020 | GPUNavigate | CodeCode Available | 1 |
| Single Shot Video Object Detector | Jul 7, 2020 | GPUObject | CodeCode Available | 1 |
| Real-time Semantic Segmentation with Fast Attention | Jul 7, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Enhancing SAT solvers with glue variable predictions | Jul 6, 2020 | CPUGPU | CodeCode Available | 1 |
| Convolutional Neural Network Training with Distributed K-FAC | Jul 1, 2020 | GPU | CodeCode Available | 1 |
| MTStereo 2.0: improved accuracy of stereo depth estimation withMax-trees | Jun 27, 2020 | Depth EstimationGPU | CodeCode Available | 1 |
| The Signature Kernel is the solution of a Goursat PDE | Jun 26, 2020 | Dimensionality ReductionGPU | CodeCode Available | 1 |
| Making DensePose fast and light | Jun 26, 2020 | 3D Human Pose EstimationGPU | CodeCode Available | 1 |
| Hybrid Models for Learning to Branch | Jun 26, 2020 | CPUGPU | CodeCode Available | 1 |
| Parametric Instance Classification for Unsupervised Visual Feature Learning | Jun 25, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Neural Architecture Design for GPU-Efficient Networks | Jun 24, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| AFDet: Anchor Free One Stage 3D Object Detection | Jun 23, 2020 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution | Jun 22, 2020 | GPU | CodeCode Available | 1 |
| Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning | Jun 21, 2020 | FPS GamesGeneral Reinforcement Learning | CodeCode Available | 1 |
| Sparse GPU Kernels for Deep Learning | Jun 18, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| Kernel methods through the roof: handling billions of points efficiently | Jun 18, 2020 | GPU | CodeCode Available | 1 |
| On the Role of Sparsity and DAG Constraints for Learning Linear DAGs | Jun 17, 2020 | GPU | CodeCode Available | 1 |
| AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks | Jun 16, 2020 | GPU | CodeCode Available | 1 |
| APQ: Joint Search for Network Architecture, Pruning and Quantization Policy | Jun 15, 2020 | GPUQuantization | CodeCode Available | 1 |
| JIT-Masker: Efficient Online Distillation for Background Matting | Jun 11, 2020 | GPUImage Matting | CodeCode Available | 1 |
| Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud | Jun 9, 2020 | GPUVideo Retrieval | CodeCode Available | 1 |
| ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing | Jun 8, 2020 | CPUFederated Learning | CodeCode Available | 1 |
| Neural Architecture Search without Training | Jun 8, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| FastONN -- Python based open-source GPU implementation for Operational Neural Networks | Jun 3, 2020 | GPU | CodeCode Available | 1 |
| High-quality Panorama Stitching based on Asymmetric Bidirectional Optical Flow | Jun 1, 2020 | GPUOptical Flow Estimation | CodeCode Available | 1 |
| ReSprop: Reuse Sparsified Backpropagation | Jun 1, 2020 | GPU | CodeCode Available | 1 |
| Norm-Aware Embedding for Efficient Person Search | Jun 1, 2020 | GPUHuman Detection | CodeCode Available | 1 |
| HAT: Hardware-Aware Transformers for Efficient Natural Language Processing | May 28, 2020 | CPUDecoder | CodeCode Available | 1 |
| P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds | May 28, 2020 | 3D Object TrackingGPU | CodeCode Available | 1 |
| A Quantitative Survey of Communication Optimizations in Distributed Deep Learning | May 27, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| Mitigating Advanced Adversarial Attacks with More Advanced Gradient Obfuscation Techniques | May 27, 2020 | GPU | CodeCode Available | 1 |
| Keypoints Localization for Joint Vertebra Detection and Fracture Severity Quantification | May 25, 2020 | Computed Tomography (CT)GPU | CodeCode Available | 1 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| SymJAX: symbolic CPU/GPU/TPU programming | May 21, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| BlaBla: Linguistic Feature Extraction for Clinical Analysis in Multiple Languages | May 20, 2020 | GPU | CodeCode Available | 1 |
| PyChain: A Fully Parallelized PyTorch Implementation of LF-MMI for End-to-End ASR | May 20, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting | May 19, 2020 | 2k8k | CodeCode Available | 1 |
| DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource Scheduling | May 15, 2020 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| iUNets: Fully invertible U-Nets with Learnable Up- and Downsampling | May 11, 2020 | GPU | CodeCode Available | 1 |
| Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation | May 7, 2020 | ClusteringGPU | CodeCode Available | 1 |
| Reducing Communication in Graph Neural Network Training | May 7, 2020 | GPUGraph Neural Network | CodeCode Available | 1 |
| Quantifying the Cost of Reliable Photo Authentication via High-Performance Learned Lossy Representations | May 1, 2020 | GPU | CodeCode Available | 1 |
| AE-OT: A NEW GENERATIVE MODEL BASED ON EXTENDED SEMI-DISCRETE OPTIMAL TRANSPORT | May 1, 2020 | DecoderGPU | CodeCode Available | 1 |
| Bilateral Attention Network for RGB-D Salient Object Detection | Apr 30, 2020 | GPUObject | CodeCode Available | 1 |
| DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data | Apr 29, 2020 | GPUHuman Detection | CodeCode Available | 1 |
| Lite Transformer with Long-Short Range Attention | Apr 24, 2020 | Abstractive Text SummarizationAutoML | CodeCode Available | 1 |
| Microscopy Image Restoration using Deep Learning on W2S | Apr 22, 2020 | CPUDeep Learning | CodeCode Available | 1 |
| TTNet: Real-time temporal and spatial video analysis of table tennis | Apr 21, 2020 | Action SpottingDecision Making | CodeCode Available | 1 |
