| Dynamic Perceiver for Efficient Visual Recognition | Jun 20, 2023 | Action RecognitionClassification | CodeCode Available | 1 |
| RoMe: Towards Large Scale Road Surface Reconstruction via Mesh Representation | Jun 20, 2023 | Autonomous DrivingComputational Efficiency | CodeCode Available | 2 |
| GPU-Accelerated Verification of Machine Learning Models for Power Systems | Jun 18, 2023 | GPU | —Unverified | 0 |
| Air Traffic Management Using a GPU-Accelerated Genetic Algorithm | Jun 17, 2023 | GPUManagement | CodeCode Available | 0 |
| Efficient HDR Reconstruction from Real-World Raw Images | Jun 17, 2023 | 4kDenoising | —Unverified | 0 |
| Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices | Jun 16, 2023 | Code GenerationGPU | —Unverified | 0 |
| Implementation of Real-Time Automotive SAR Imaging | Jun 16, 2023 | GPU | —Unverified | 0 |
| ZeRO++: Extremely Efficient Collective Communication for Giant Model Training | Jun 16, 2023 | GPUQuantization | —Unverified | 0 |
| Full Parameter Fine-tuning for Large Language Models with Limited Resources | Jun 16, 2023 | GPUparameter-efficient fine-tuning | CodeCode Available | 2 |
| Deformation Monitoring of Tunnel using Phase-based Motion Magnification and Optical Flow | Jun 15, 2023 | GPUMotion Magnification | —Unverified | 0 |
| Evaluation and Optimization of Gradient Compression for Distributed Deep Learning | Jun 15, 2023 | Deep LearningGPU | CodeCode Available | 1 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| Datasets and Benchmarks for Offline Safe Reinforcement Learning | Jun 15, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 2 |
| Generate to Understand for Representation | Jun 14, 2023 | Contrastive LearningGPU | CodeCode Available | 1 |
| Expanding Versatility of Agile Locomotion through Policy Transitions Using Latent State Representation | Jun 14, 2023 | GPU | —Unverified | 0 |
| TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement | Jun 14, 2023 | GPUMotion Estimation | CodeCode Available | 3 |
| Efficient 3D Semantic Segmentation with Superpoint Transformer | Jun 13, 2023 | 3D Semantic SegmentationGPU | CodeCode Available | 2 |
| Flexible Channel Dimensions for Differentiable Architecture Search | Jun 13, 2023 | GPUNeural Architecture Search | —Unverified | 0 |
| SqueezeLLM: Dense-and-Sparse Quantization | Jun 13, 2023 | GPUQuantization | CodeCode Available | 6 |
| Practice with Graph-based ANN Algorithms on Sparse Data: Chi-square Two-tower model, HNSW, Sign Cauchy Projections | Jun 13, 2023 | GPU | —Unverified | 0 |
| Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma Simulations in Complex Geometries | Jun 13, 2023 | GPU | —Unverified | 0 |
| Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-Per-Second | Jun 13, 2023 | GPUReinforcement Learning (RL) | CodeCode Available | 1 |
| Slicing Unbalanced Optimal Transport | Jun 12, 2023 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Resource Efficient Neural Networks Using Hessian Based Pruning | Jun 12, 2023 | GPUimage-classification | —Unverified | 0 |
| Polyhedral Complex Extraction from ReLU Networks using Edge Subdivision | Jun 12, 2023 | GPU | CodeCode Available | 0 |