| WarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU | Aug 31, 2021 | CPUDecision Making | CodeCode Available | 1 |
| Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools | Aug 31, 2021 | GPU | CodeCode Available | 1 |
| FOVEA: Foveated Image Magnification for Autonomous Navigation | Aug 27, 2021 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| Ultrafast Focus Detection for Automated Microscopy | Aug 26, 2021 | GPUSemantic Segmentation | —Unverified | 0 |
| iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization | Aug 25, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Transformer for Single Image Super-Resolution | Aug 25, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 |
| Robust High-Resolution Video Matting with Temporal Guidance | Aug 25, 2021 | 4kGPU | CodeCode Available | 3 |
| Detecting Small Objects in Thermal Images Using Single-Shot Detector | Aug 25, 2021 | GPUObject | —Unverified | 0 |
| Ontology-Enhanced Slot Filling | Aug 25, 2021 | dialog state trackingGPU | —Unverified | 0 |
| Cascading Neural Network Methodology for Artificial Intelligence-Assisted Radiographic Detection and Classification of Lead-Less Implanted Electronic Devices within the Chest | Aug 25, 2021 | ClassificationGPU | —Unverified | 0 |
| Recall@k Surrogate Loss with Large Batches and Similarity Mixup | Aug 25, 2021 | GPUImage Retrieval | CodeCode Available | 1 |
| Real-Time Monocular Human Depth Estimation and Segmentation on Embedded Systems | Aug 24, 2021 | Collision AvoidanceDecoder | CodeCode Available | 1 |
| Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning | Aug 24, 2021 | CPUGPU | CodeCode Available | 2 |
| Greenformers: Improving Computation and Memory Efficiency in Transformer Models via Low-Rank Approximation | Aug 24, 2021 | GPU | —Unverified | 0 |
| Transferring Dexterous Manipulation from GPU Simulation to a Remote Real-World TriFinger | Aug 22, 2021 | GPUPosition | —Unverified | 0 |
| MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching | Aug 22, 2021 | Depth EstimationDisparity Estimation | CodeCode Available | 1 |
| Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance | Aug 20, 2021 | DecoderGPU | CodeCode Available | 1 |
| Generating Superpixels for High-resolution Images with Decoupled Patch Calibration | Aug 19, 2021 | GPUSegmentation | —Unverified | 0 |
| Real-time Image Enhancer via Learnable Spatial-aware 3D Lookup Tables | Aug 19, 2021 | 4kGPU | —Unverified | 0 |
| Real-time 10,000 km Straight-line Transmission using a Software-defined GPU-Based Receiver | Aug 16, 2021 | GPU | —Unverified | 0 |
| Real-time Transmission of Geometrically-shaped Signals using a Software-defined GPU-based Optical Receiver | Aug 16, 2021 | GPU | —Unverified | 0 |
| PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds | Aug 14, 2021 | 3D Single Object TrackingGPU | CodeCode Available | 1 |
| SquiggleFilter: An Accelerator for Portable Virus Detection | Aug 14, 2021 | Dynamic Time WarpingGPU | CodeCode Available | 1 |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search | Aug 13, 2021 | GPUImage Classification | CodeCode Available | 1 |
| PatrickStar: Parallel Training of Pre-trained Models via Chunk-based Memory Management | Aug 12, 2021 | CPUGPU | CodeCode Available | 1 |
