| End-to-end Adaptive Distributed Training on PaddlePaddle | Dec 6, 2021 | CPUGPU | —Unverified | 0 |
| ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction | Dec 6, 2021 | Camera Pose EstimationGPU | CodeCode Available | 1 |
| Learning Tracking Representations via Dual-Branch Fully Transformer Networks | Dec 5, 2021 | GPUObject Tracking | CodeCode Available | 1 |
| Boosting Mobile CNN Inference through Semantic Memory | Dec 5, 2021 | CPUGPU | —Unverified | 0 |
| Logic Shrinkage: Learned FPGA Netlist Sparsity for Efficient Neural Network Inference | Dec 4, 2021 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| 3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity Challenge | Dec 4, 2021 | GPURetrieval | CodeCode Available | 1 |
| Mesh Convolution with Continuous Filters for 3D Surface Parsing | Dec 3, 2021 | GPUScene Parsing | CodeCode Available | 1 |
| Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer | Dec 3, 2021 | GPUHuman-Object Interaction Detection | CodeCode Available | 1 |
| TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs | Dec 3, 2021 | GPUTranslation | CodeCode Available | 1 |
| Machine Learning Subsystem for Autonomous Collision Avoidance on a small UAS with Embedded GPU | Dec 3, 2021 | Collision AvoidanceDepth Estimation | —Unverified | 0 |
| Fast Neural Representations for Direct Volume Rendering | Dec 2, 2021 | GPUSuper-Resolution | CodeCode Available | 1 |
| MegBA: A GPU-Based Distributed Library for Large-Scale Bundle Adjustment | Dec 2, 2021 | GPU | CodeCode Available | 1 |
| CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction | Dec 1, 2021 | GPUSurface Reconstruction | CodeCode Available | 1 |
| Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods | Dec 1, 2021 | CPUGPU | —Unverified | 0 |
| Low-Fidelity Video Encoder Optimization for Temporal Action Localization | Dec 1, 2021 | Action ClassificationAction Localization | —Unverified | 0 |
| 360MonoDepth: High-Resolution 360° Monocular Depth Estimation | Nov 30, 2021 | 2kDepth Estimation | CodeCode Available | 1 |
| gCastle: A Python Toolbox for Causal Discovery | Nov 30, 2021 | Causal DiscoveryGPU | CodeCode Available | 2 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | Nov 30, 2021 | GPUImage Generation | CodeCode Available | 1 |
| MAPLE: Microprocessor A Priori for Latency Estimation | Nov 30, 2021 | CPUDomain Adaptation | —Unverified | 0 |
| VPFNet: Improving 3D Object Detection with Virtual Point based LiDAR and Stereo Data Fusion | Nov 29, 2021 | 3D Object DetectionData Augmentation | —Unverified | 0 |
| Building extraction with vision transformer | Nov 29, 2021 | GPUImage Classification | —Unverified | 0 |
| Performance of a GPU- and Time-Efficient Pseudo 3D Network for Magnetic Resonance Image Super-Resolution and Motion Artifact Reduction | Nov 28, 2021 | GPUImage Restoration | —Unverified | 0 |
| A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities | Nov 28, 2021 | Deep LearningGPU | —Unverified | 0 |
| NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning | Nov 27, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Bayesian Optimization for auto-tuning GPU kernels | Nov 26, 2021 | Bayesian OptimizationGPU | CodeCode Available | 1 |
