| RangeNet++: Fast and Accurate LiDAR Semantic Segmentation | Nov 4, 2019 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames | Nov 1, 2019 | Autonomous NavigationGPU | CodeCode Available | 1 |
| GPU-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech Recognition | Oct 22, 2019 | CPUDecoder | CodeCode Available | 1 |
| Searching for A Robust Neural Architecture in Four GPU Hours | Oct 10, 2019 | GPUNeural Architecture Search | CodeCode Available | 1 |
| MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis | Oct 8, 2019 | CPUGPU | CodeCode Available | 1 |
| Learning Rich Features at High-Speed for Single-Shot Object Detection | Oct 1, 2019 | GPUobject-detection | CodeCode Available | 1 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution | Sep 27, 2019 | GPUInstance Segmentation | CodeCode Available | 1 |
| Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising | Sep 18, 2019 | DenoisingGPU | CodeCode Available | 1 |
| Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model | Sep 18, 2019 | CPUGPU | CodeCode Available | 1 |
| Minibatch Processing in Spiking Neural Networks | Sep 5, 2019 | GPU | CodeCode Available | 1 |
| A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image | Aug 27, 2019 | 3D Pose EstimationDecoder | CodeCode Available | 1 |
| Once-for-All: Train One Network and Specialize it for Efficient Deployment | Aug 26, 2019 | AllAutoML | CodeCode Available | 1 |
| ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks | Aug 11, 2019 | AttributeGPU | CodeCode Available | 1 |
| Make Skeleton-based Action Recognition Model Smaller, Faster and Better | Jul 23, 2019 | Action RecognitionCPU | CodeCode Available | 1 |
| Separable Convolutional LSTMs for Faster Video Segmentation | Jul 16, 2019 | GPUImage Segmentation | CodeCode Available | 1 |
| Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks | Jul 15, 2019 | GPUObject | CodeCode Available | 1 |
| Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images | Jul 2, 2019 | GPUTranslation | CodeCode Available | 1 |
| A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning | Jul 1, 2019 | Automatic Post-EditingDecoder | CodeCode Available | 1 |
| A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning | Jun 14, 2019 | Automatic Post-EditingDecoder | CodeCode Available | 1 |
| NAS-FCOS: Fast Neural Architecture Search for Object Detection | Jun 11, 2019 | DecoderGPU | CodeCode Available | 1 |
| TransNet: A deep network for fast detection of common shot transitions | Jun 8, 2019 | Boundary DetectionCamera shot boundary detection | CodeCode Available | 1 |
| BASNet: Boundary-Aware Salient Object Detection | Jun 1, 2019 | Camouflaged Object SegmentationDecoder | CodeCode Available | 1 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 |
| Shredder: Learning Noise Distributions to Protect Inference Privacy | May 26, 2019 | GPUimage-classification | CodeCode Available | 1 |
| ShrinkTeaNet: Million-scale Lightweight Face Recognition via Shrinking Teacher-Student Networks | May 25, 2019 | Face RecognitionGPU | CodeCode Available | 1 |
| AutoAssist: A Framework to Accelerate Training of Deep Neural Networks | May 8, 2019 | GPUimage-classification | CodeCode Available | 1 |
| Kindling the Darkness: A Practical Low-light Image Enhancer | May 4, 2019 | GPULow-Light Image Enhancement | CodeCode Available | 1 |
| Fast AutoAugment | May 1, 2019 | Data AugmentationGPU | CodeCode Available | 1 |
| An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection | Apr 22, 2019 | GPUobject-detection | CodeCode Available | 1 |
| Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization | Apr 15, 2019 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 |
| YOLACT: Real-time Instance Segmentation | Apr 4, 2019 | GPUInstance Segmentation | CodeCode Available | 1 |
| SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems | Mar 7, 2019 | CPUGPU | CodeCode Available | 1 |
| Fast Graph Representation Learning with PyTorch Geometric | Mar 6, 2019 | GPUGraph Classification | CodeCode Available | 1 |
| Extended 2D Consensus Hippocampus Segmentation | Feb 12, 2019 | GPUHippocampus | CodeCode Available | 1 |
| Sparse evolutionary Deep Learning with over one million artificial neurons on commodity hardware | Jan 26, 2019 | GPU | CodeCode Available | 1 |
| ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation | Dec 21, 2018 | Bayesian OptimizationCPU | CodeCode Available | 1 |
| FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search | Dec 9, 2018 | GPUImage Classification | CodeCode Available | 1 |
| gpuRIR: A python library for Room Impulse Response simulation with GPU acceleration | Oct 26, 2018 | CPUGPU | CodeCode Available | 1 |
| Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells | Oct 25, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| CatBoost: gradient boosting with categorical features support | Oct 24, 2018 | ClusteringCPU | CodeCode Available | 1 |
| NICE: Noise Injection and Clamping Estimation for Neural Network Quantization | Sep 29, 2018 | General ClassificationGPU | CodeCode Available | 1 |
| Fast Video Shot Transition Localization with Deep Structured Models | Aug 13, 2018 | Camera shot boundary detectionGPU | CodeCode Available | 1 |
| YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud | Aug 7, 2018 | 3D Point Cloud ReconstructionGPU | CodeCode Available | 1 |
| Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search | May 18, 2018 | GPUImage Captioning | CodeCode Available | 1 |
| μ-cuDNN: Accelerating Deep Learning Frameworks with Micro-Batching | Apr 13, 2018 | Deep LearningGPU | CodeCode Available | 1 |
| Efficient Neural Architecture Search via Parameter Sharing | Feb 9, 2018 | GPULanguage Modelling | CodeCode Available | 1 |
| Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone | Jan 29, 2018 | GPUobject-detection | CodeCode Available | 1 |
| SOS: Stereo Matching in O(1) with Slanted Support Windows | Jan 1, 2018 | GPUStereo Depth Estimation | CodeCode Available | 1 |
| MoDL: Model Based Deep Learning Architecture for Inverse Problems | Dec 7, 2017 | Deep LearningGPU | CodeCode Available | 1 |
| O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis | Dec 5, 2017 | 3D Object ClassificationGPU | CodeCode Available | 1 |
