| GEVO: GPU Code Optimization using Evolutionary Computation | Apr 17, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization | Apr 12, 2020 | GPUVideo Quality Assessment | CodeCode Available | 1 |
| KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow | Apr 11, 2020 | CPUGPU | CodeCode Available | 1 |
| Neural Architecture Search for Lightweight Non-Local Networks | Apr 4, 2020 | GPUImage Classification | CodeCode Available | 1 |
| UniformAugment: A Search-free Probabilistic Data Augmentation Approach | Mar 31, 2020 | Data AugmentationGPU | CodeCode Available | 1 |
| TResNet: High Performance GPU-Dedicated Architecture | Mar 30, 2020 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge | Mar 30, 2020 | GPUImage Segmentation | CodeCode Available | 1 |
| Multi-Objective Matrix Normalization for Fine-grained Visual Recognition | Mar 30, 2020 | Fine-Grained Visual RecognitionGPU | CodeCode Available | 1 |
| Faster than FAST: GPU-Accelerated Frontend for High-Speed VIO | Mar 30, 2020 | CPUfeature selection | CodeCode Available | 1 |
| AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization | Mar 29, 2020 | CPUGPU | CodeCode Available | 1 |
| Deep Learning-based Detection for COVID-19 from Chest CT using Weak Label | Mar 26, 2020 | COVID-19 DiagnosisDeep Learning | CodeCode Available | 1 |
| Efficient Crowd Counting via Structured Knowledge Transfer | Mar 23, 2020 | Crowd CountingGPU | CodeCode Available | 1 |
| ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators | Mar 23, 2020 | GPULanguage Modeling | CodeCode Available | 1 |
| EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion | Mar 23, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| Neural Game Engine: Accurate learning of generalizable forward models from pixels | Mar 23, 2020 | GPUModel-based Reinforcement Learning | CodeCode Available | 1 |
| PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network | Mar 21, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Collaborative Distillation for Ultra-Resolution Universal Style Transfer | Mar 18, 2020 | DecoderGPU | CodeCode Available | 1 |
| Learning distributed representations of graphs with Geo2DR | Mar 12, 2020 | GPUGraph Classification | CodeCode Available | 1 |
| A new method for faster and more accurate inference of species associations from big community data | Mar 11, 2020 | CPUGPU | CodeCode Available | 1 |
| Differentiate Everything with a Reversible Embeded Domain-Specific Language | Mar 10, 2020 | GPU | CodeCode Available | 1 |
| Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild | Mar 8, 2020 | CPUDomain Generalization | CodeCode Available | 1 |
| Fast and Accurate Retrieval of Methane Concentration from Imaging Spectrometer Data Using Sparsity Prior | Mar 6, 2020 | GPURetrieval | CodeCode Available | 1 |
| Holistically-Attracted Wireframe Parsing | Mar 3, 2020 | GPULine Segment Detection | CodeCode Available | 1 |
| SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks | Mar 3, 2020 | Acoustic Scene ClassificationGPU | CodeCode Available | 1 |
| Semi-Supervised Neural Architecture Search | Feb 24, 2020 | GPUNatural Language Transduction | CodeCode Available | 1 |
| DSNAS: Direct Neural Architecture Search without Parameter Retraining | Feb 21, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| TFApprox: Towards a Fast Emulation of DNN Approximate Hardware Accelerators on GPU | Feb 21, 2020 | CPUGPU | CodeCode Available | 1 |
| Knapsack Pruning with Inner Distillation | Feb 19, 2020 | GPUKnowledge Distillation | CodeCode Available | 1 |
| From English To Foreign Languages: Transferring Pre-trained Language Models | Feb 18, 2020 | Dependency ParsingGPU | CodeCode Available | 1 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 |
| An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization | Feb 13, 2020 | Breast Cancer DetectionGPU | CodeCode Available | 1 |
| LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 |
| Real-Time Semantic Background Subtraction | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 |
| MOGPTK: The Multi-Output Gaussian Process Toolkit | Feb 9, 2020 | Gaussian ProcessesGPU | CodeCode Available | 1 |
| Aerial Single-View Depth Completion with Image-Guided Uncertainty Estimation | Jan 17, 2020 | Depth CompletionGPU | CodeCode Available | 1 |
| A C Code Generator for Fast Inference and Simple Deployment of Convolutional Neural Networks on Resource Constrained Systems | Jan 14, 2020 | C++ codeCode Generation | CodeCode Available | 1 |
| Universal Differential Equations for Scientific Machine Learning | Jan 13, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| On Demand Solid Texture Synthesis Using Deep 3D Networks | Jan 13, 2020 | GPUTexture Synthesis | CodeCode Available | 1 |
| AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs | Jan 6, 2020 | GPU | CodeCode Available | 1 |
| Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU | Jan 3, 2020 | CPUGPU | CodeCode Available | 1 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| Towards Accurate Post-training Network Quantization via Bit-Split and Stitching | Jan 1, 2020 | CPUGPU | CodeCode Available | 1 |
| Cross-Batch Memory for Embedding Learning | Dec 14, 2019 | GPUImage Retrieval | CodeCode Available | 1 |
| Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching | Dec 13, 2019 | 3D ReconstructionGPU | CodeCode Available | 1 |
| WaveFlow: A Compact Flow-based Model for Raw Audio | Dec 3, 2019 | GPUSpeech Synthesis | CodeCode Available | 1 |
| A Multigrid Method for Efficiently Training Video Models | Dec 2, 2019 | Action DetectionAction Recognition | CodeCode Available | 1 |
| SuperGlue: Learning Feature Matching with Graph Neural Networks | Nov 26, 2019 | Camera Pose EstimationGPU | CodeCode Available | 1 |
| Fast and Incremental Loop Closure Detection Using Proximity Graphs | Nov 25, 2019 | GPUImage Retrieval | CodeCode Available | 1 |
| Scientific Image Restoration Anywhere | Nov 12, 2019 | CPUDenoising | CodeCode Available | 1 |
| Spleeter: A Fast And State-of-the Art Music Source Separation Tool With Pre-trained Models | Nov 4, 2019 | GPUMusic Source Separation | CodeCode Available | 1 |
