| DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation | Mar 29, 2021 | GPUImage Segmentation | CodeCode Available | 0 |
| Large-Scale Approximate k-NN Graph Construction on GPU | Mar 29, 2021 | GPUgraph construction | CodeCode Available | 0 |
| [Re] Rigging the Lottery: Making All Tickets Winners | Mar 29, 2021 | AllGPU | CodeCode Available | 1 |
| Transformer Tracking | Mar 29, 2021 | GPUObject Tracking | CodeCode Available | 1 |
| Unified Shape and SVBRDF Recovery using Differentiable Monte Carlo Rendering | Mar 28, 2021 | GPU | —Unverified | 0 |
| Picasso: A CUDA-based Library for Deep Learning over 3D Meshes | Mar 28, 2021 | CPUGPU | CodeCode Available | 1 |
| LSG-CPD: Coherent Point Drift with Local Surface Geometry for Point Cloud Registration | Mar 28, 2021 | GPUPoint Cloud Registration | CodeCode Available | 1 |
| Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization | Mar 28, 2021 | Action ClassificationAction Localization | —Unverified | 0 |
| GateKeeper-GPU: Fast and Accurate Pre-Alignment Filtering in Short Read Mapping | Mar 27, 2021 | GPU | CodeCode Available | 0 |
| Automated Backend-Aware Post-Training Quantization | Mar 27, 2021 | CPUDiversity | —Unverified | 0 |
| LS-CAT: A Large-Scale CUDA AutoTuning Dataset | Mar 26, 2021 | GPU | —Unverified | 0 |
| Baking Neural Radiance Fields for Real-Time View Synthesis | Mar 26, 2021 | GPUNeRF | CodeCode Available | 0 |
| Optimized Coverage Planning for UV Surface Disinfection | Mar 25, 2021 | GPU | CodeCode Available | 0 |
| Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature Aggregation | Mar 25, 2021 | GPUObject | CodeCode Available | 1 |
| Bertinho: Galician BERT Representations | Mar 25, 2021 | Dependency ParsingGPU | —Unverified | 0 |
| MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation | Mar 24, 2021 | Autonomous DrivingDecoder | —Unverified | 0 |
| FastMoE: A Fast Mixture-of-Expert Training System | Mar 24, 2021 | GPULanguage Modeling | CodeCode Available | 2 |
| CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation | Mar 22, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Cluster Contrast for Unsupervised Person Re-Identification | Mar 22, 2021 | ClusteringDomain Adaptation | CodeCode Available | 1 |
| A Deep Deterministic Policy Gradient-based Strategy for Stocks Portfolio Management | Mar 21, 2021 | GPUManagement | —Unverified | 0 |
| FastNeRF: High-Fidelity Neural Rendering at 200FPS | Mar 18, 2021 | GPUMixed Reality | CodeCode Available | 0 |
| Sequential End-to-end Network for Efficient Person Search | Mar 18, 2021 | GPUGraph Matching | CodeCode Available | 1 |
| NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition | Mar 17, 2021 | Action RecognitionAction Recognition In Videos | —Unverified | 0 |
| YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection | Mar 17, 2021 | 3D Object Detection3D Object Detection From Stereo Images | CodeCode Available | 1 |
| CNN Model & Tuning for Global Road Damage Detection | Mar 17, 2021 | AvgGPU | CodeCode Available | 1 |
| Collapsible Linear Blocks for Super-Efficient Super Resolution | Mar 17, 2021 | 4k8k | CodeCode Available | 1 |
| IRLI: Iterative Re-partitioning for Learning to Index | Mar 17, 2021 | GPUInformation Retrieval | —Unverified | 0 |
| Parareal Neural Networks Emulating a Parallel-in-time Algorithm | Mar 16, 2021 | GPU | —Unverified | 0 |
| UPANets: Learning from the Universal Pixel Attention Networks | Mar 15, 2021 | GPUimage-classification | CodeCode Available | 1 |
| Deep Tiling: Texture Tile Synthesis Using a Deep Learning Approach | Mar 14, 2021 | Deep LearningGPU | —Unverified | 0 |
| CrossoverScheduler: Overlapping Multiple Distributed Training Applications in a Crossover Manner | Mar 14, 2021 | Deep LearningGPU | —Unverified | 0 |
| ORStereo: Occlusion-Aware Recurrent Stereo Matching for 4K-Resolution Images | Mar 13, 2021 | 4kGPU | —Unverified | 0 |
| Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator | Mar 12, 2021 | GPU | CodeCode Available | 1 |
| Real-time Nonrigid Mosaicking of Laparoscopy Images | Mar 12, 2021 | CPUGPU | —Unverified | 0 |
| CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement | Mar 12, 2021 | 8kFace Detection | —Unverified | 0 |
| Large Batch Simulation for Deep Reinforcement Learning | Mar 12, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| HSCoNAS: Hardware-Software Co-Design of Efficient DNNs via Neural Architecture Search | Mar 11, 2021 | CPUGPU | —Unverified | 0 |
| Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking | Mar 11, 2021 | GPUMetric Learning | CodeCode Available | 1 |
| An unsupervised deep learning framework for medical image denoising | Mar 11, 2021 | Deep LearningDenoising | —Unverified | 0 |
| WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training | Mar 11, 2021 | Contrastive LearningGPU | CodeCode Available | 1 |
| Fast and Accurate Model Scaling | Mar 11, 2021 | GPUmodel | CodeCode Available | 0 |
| Elastic Deep Learning in Multi-Tenant GPU Clusters | Mar 9, 2021 | Deep LearningGPU | —Unverified | 0 |
| SimTriplet: Simple Triplet Representation Learning with a Single GPU | Mar 9, 2021 | Contrastive LearningGPU | CodeCode Available | 1 |
| OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequences | Mar 8, 2021 | compressed sensingGPU | —Unverified | 0 |
| Generation of tubular and membranous shape textures with curvature functionals | Mar 8, 2021 | GPU | CodeCode Available | 1 |
| FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation | Mar 8, 2021 | DecoderGPU | CodeCode Available | 1 |
| OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection | Mar 8, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Scaling up HBM Efficiency of Top-K SpMV for Approximate Embedding Similarity on FPGAs | Mar 8, 2021 | CPUGPU | CodeCode Available | 1 |
| Memory-efficient Learning for High-Dimensional MRI Reconstruction | Mar 6, 2021 | compressed sensingGPU | —Unverified | 0 |
| Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices | Mar 5, 2021 | Audio ClassificationEnvironmental Sound Classification | CodeCode Available | 1 |