| Simple Hardware-Efficient Long Convolutions for Sequence Modeling | Feb 13, 2023 | GPUimage-classification | CodeCode Available | 2 |
| Cross-domain Neural Pitch and Periodicity Estimation | Jan 28, 2023 | CPUGPU | CodeCode Available | 2 |
| ImMesh: An Immediate LiDAR Localization and Meshing Framework | Jan 12, 2023 | CPUDimensionality Reduction | CodeCode Available | 2 |
| Recurrent Vision Transformers for Object Detection with Event Cameras | Dec 11, 2022 | Event-based visionGPU | CodeCode Available | 2 |
| FeatureBooster: Boosting Feature Descriptors with a Lightweight Neural Network | Nov 28, 2022 | GPUVisual Localization | CodeCode Available | 2 |
| Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism | Nov 25, 2022 | GPU | CodeCode Available | 2 |
| Instant Volumetric Head Avatars | Nov 22, 2022 | Face ModelGPU | CodeCode Available | 2 |
| TorchOpt: An Efficient Library for Differentiable Optimization | Nov 13, 2022 | CPUGPU | CodeCode Available | 2 |
| Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models | Nov 3, 2022 | GPU | CodeCode Available | 2 |
| Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning | Oct 24, 2022 | GPUSelf-Supervised Learning | CodeCode Available | 2 |
| ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs | Oct 6, 2022 | GPUVocal Bursts Intensity Prediction | CodeCode Available | 2 |
| Fast Auto-Differentiable Digitally Reconstructed Radiographs for Solving Inverse Problems in Intraoperative Imaging | Aug 26, 2022 | 3D ReconstructionGPU | CodeCode Available | 2 |
| YOLOV: Making Still Image Object Detectors Great at Video Object Detection | Aug 20, 2022 | GPUObject | CodeCode Available | 2 |
| Musika! Fast Infinite Waveform Music Generation | Aug 18, 2022 | CPUGenerative Adversarial Network | CodeCode Available | 2 |
| Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training | Aug 12, 2022 | GPU | CodeCode Available | 2 |
| FRA-RIR: Fast Random Approximation of the Image-source Method | Aug 8, 2022 | DenoisingGPU | CodeCode Available | 2 |
| tntorch: Tensor Network Learning with PyTorch | Jun 22, 2022 | GPUtensor algebra | CodeCode Available | 2 |
| Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer | Jun 9, 2022 | Autonomous DrivingGPU | CodeCode Available | 2 |
| BMInf: An Efficient Toolkit for Big Model Inference and Tuning | May 1, 2022 | CPUGPU | CodeCode Available | 2 |
| A Dataset and Explorer for 3D Signed Distance Functions | Apr 27, 2022 | GPU | CodeCode Available | 2 |
| HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation | Apr 27, 2022 | Domain AdaptationGPU | CodeCode Available | 2 |
| FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis | Apr 21, 2022 | DenoisingGPU | CodeCode Available | 2 |
| pyVHR: a Python framework for remote photoplethysmography | Apr 15, 2022 | GPUHeart rate estimation | CodeCode Available | 2 |
| DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides | Apr 9, 2022 | GPU | CodeCode Available | 2 |
| Rethinking Visual Geo-localization for Large-Scale Applications | Apr 5, 2022 | Contrastive Learninggeo-localization | CodeCode Available | 2 |
| TGL: A General Framework for Temporal GNN Training on Billion-Scale Graphs | Mar 28, 2022 | CPUGPU | CodeCode Available | 2 |
| Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds | Mar 21, 2022 | AllGPU | CodeCode Available | 2 |
| Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval | Mar 11, 2022 | GPURetrieval | CodeCode Available | 2 |
| E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation | Mar 8, 2022 | GPUInstance Segmentation | CodeCode Available | 2 |
| LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models | Mar 4, 2022 | DecoderGPU | CodeCode Available | 2 |
| Accelerated Quality-Diversity through Massive Parallelism | Feb 2, 2022 | DiversityGPU | CodeCode Available | 2 |
| HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection | Feb 2, 2022 | Audio ClassificationEvent Detection | CodeCode Available | 2 |
| TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers | Jan 13, 2022 | GPUObject | CodeCode Available | 2 |
| Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space | Jan 3, 2022 | GPU | CodeCode Available | 2 |
| 360MonoDepth: High-Resolution 360deg Monocular Depth Estimation | Jan 1, 2022 | 2kDepth Estimation | CodeCode Available | 2 |
| FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance | Dec 13, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning | Dec 11, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| gCastle: A Python Toolbox for Causal Discovery | Nov 30, 2021 | Causal DiscoveryGPU | CodeCode Available | 2 |
| Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction | Nov 22, 2021 | GPUNeRF | CodeCode Available | 2 |
| TorchAudio: Building Blocks for Audio and Speech Processing | Oct 28, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 2 |
| LightSeq2: Accelerated Training for Transformer-based Models on GPUs | Oct 12, 2021 | DecoderGPU | CodeCode Available | 2 |
| Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning | Sep 24, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery | Sep 18, 2021 | Change DetectionDecoder | CodeCode Available | 2 |
| CrypTen: Secure Multi-Party Computation Meets Machine Learning | Sep 2, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 2 |
| Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning | Aug 24, 2021 | CPUGPU | CodeCode Available | 2 |
| Face.evoLVe: A High-Performance Face Recognition Library | Jul 19, 2021 | Face AlignmentFace Recognition | CodeCode Available | 2 |
| Habitat 2.0: Training Home Assistants to Rearrange their Habitat | Jun 28, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| LoRA: Low-Rank Adaptation of Large Language Models | Jun 17, 2021 | GPULanguage Modelling | CodeCode Available | 2 |
| 2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object Detection | Jun 16, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| 2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection | Jun 16, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 2 |