| 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 |
| Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation | Aug 11, 2021 | GPUImage Generation | CodeCode Available | 0 |
| ProAI: An Efficient Embedded AI Hardware for Automotive Applications -- a Benchmark Study | Aug 11, 2021 | Autonomous DrivingCPU | —Unverified | 0 |
| Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation | Aug 10, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| FL-MISR: Fast Large-Scale Multi-Image Super-Resolution for Computed Tomography Based on Multi-GPU Acceleration | Aug 9, 2021 | Computed Tomography (CT)CPU | —Unverified | 0 |
| Multi-Slice Net: A novel light weight framework for COVID-19 Diagnosis | Aug 9, 2021 | COVID-19 DiagnosisGPU | —Unverified | 0 |
| BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search | Aug 9, 2021 | BenchmarkingGPU | CodeCode Available | 0 |
| Online Evolutionary Batch Size Orchestration for Scheduling Deep Learning Workloads in GPU Clusters | Aug 8, 2021 | Deep LearningGPU | —Unverified | 0 |
| Disentangled High Quality Salient Object Detection | Aug 8, 2021 | GPUObject | CodeCode Available | 1 |
| NASOA: Towards Faster Task-oriented Online Fine-tuning with a Zoo of Models | Aug 7, 2021 | Cloud ComputingGPU | —Unverified | 0 |
| Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks | Aug 4, 2021 | GPUSkull Stripping | CodeCode Available | 0 |
| Random Offset Block Embedding Array (ROBE) for CriteoTB Benchmark MLPerf DLRM Model : 1000 Compression and 3.1 Faster Inference | Aug 4, 2021 | GPUModel Compression | —Unverified | 0 |
| The MIT Supercloud Dataset | Aug 4, 2021 | CPUGPU | —Unverified | 0 |
| Accelerating Markov Random Field Inference with Uncertainty Quantification | Aug 2, 2021 | GPUHigh-Level Synthesis | —Unverified | 0 |
| Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance | Aug 2, 2021 | CPUGPU | CodeCode Available | 1 |
| How far can we get with one GPU in 100 hours? CoAStaL at MultiIndicMT Shared Task | Aug 1, 2021 | GPUTranslation | —Unverified | 0 |
| Knowing When to Quit: Selective Cascaded Regression with Patch Attention for Real-Time Face Alignment | Aug 1, 2021 | Face AlignmentGPU | CodeCode Available | 0 |
| Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System | Aug 1, 2021 | GPUObject | —Unverified | 0 |
| BigGraphVis: Leveraging Streaming Algorithms and GPU Acceleration for Visualizing Big Graphs | Aug 1, 2021 | Community DetectionGPU | —Unverified | 0 |
| Efficient Neural Network Approximation of Robust PCA for Automated Analysis of Calcium Imaging Data | Jul 31, 2021 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Out-of-Core Surface Reconstruction via Global TGV Minimization | Jul 30, 2021 | DiversityGPU | CodeCode Available | 1 |
| Real-Time Anchor-Free Single-Stage 3D Detection with IoU-Awareness | Jul 29, 2021 | Data AugmentationGPU | —Unverified | 0 |
| Video Based Fall Detection Using Human Poses | Jul 29, 2021 | Action RecognitionGPU | CodeCode Available | 1 |
| HAFLO: GPU-Based Acceleration for Federated Logistic Regression | Jul 29, 2021 | Federated LearningGPU | —Unverified | 0 |
| High-speed object detection with a single-photon time-of-flight image sensor | Jul 28, 2021 | GPUobject-detection | —Unverified | 0 |
| A Computer Vision-Based Approach for Driver Distraction Recognition using Deep Learning and Genetic Algorithm Based Ensemble | Jul 28, 2021 | GPU | —Unverified | 0 |