| Full Parameter Fine-tuning for Large Language Models with Limited Resources | Jun 16, 2023 | GPUparameter-efficient fine-tuning | CodeCode Available | 2 |
| Datasets and Benchmarks for Offline Safe Reinforcement Learning | Jun 15, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 2 |
| Efficient 3D Semantic Segmentation with Superpoint Transformer | Jun 13, 2023 | 3D Semantic SegmentationGPU | CodeCode Available | 2 |
| StreetSurf: Extending Multi-view Implicit Surface Reconstruction to Street Views | Jun 8, 2023 | Autonomous DrivingGPU | CodeCode Available | 2 |
| SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression | Jun 5, 2023 | GPULanguage Modelling | CodeCode Available | 2 |
| Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models | Jun 1, 2023 | GPUImage Compression | CodeCode Available | 2 |
| Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference | May 27, 2023 | GPUImage Generation | CodeCode Available | 2 |
| AudioDec: An Open-source Streaming High-fidelity Neural Audio Codec | May 26, 2023 | CPUGPU | CodeCode Available | 2 |
| MixFormerV2: Efficient Fully Transformer Tracking | May 25, 2023 | CPUGPU | CodeCode Available | 2 |
| Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory | May 25, 2023 | Common Sense ReasoningCPU | CodeCode Available | 2 |
| Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach | May 23, 2023 | GPUImage Generation | CodeCode Available | 2 |
| Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness | May 18, 2023 | CPUGPU | CodeCode Available | 2 |
| CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model | May 11, 2023 | DenoisingGPU | CodeCode Available | 2 |
| OctFormer: Octree-based Transformers for 3D Point Clouds | May 4, 2023 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 2 |
| VPGTrans: Transfer Visual Prompt Generator across LLMs | May 2, 2023 | GPUTransfer Learning | CodeCode Available | 2 |
| Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation | Apr 26, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 2 |
| Scaling the leading accuracy of deep equivariant models to biomolecular simulations of realistic size | Apr 20, 2023 | GPU | CodeCode Available | 2 |
| Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning | Mar 29, 2023 | GPUreinforcement-learning | CodeCode Available | 2 |
| SimpleNet: A Simple Network for Image Anomaly Detection and Localization | Mar 27, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies | Mar 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 2 |
| BiFormer: Vision Transformer with Bi-Level Routing Attention | Mar 15, 2023 | Computational EfficiencyGPU | CodeCode Available | 2 |
| 3DGen: Triplane Latent Diffusion for Textured Mesh Generation | Mar 9, 2023 | DiversityGPU | CodeCode Available | 2 |
| Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks | Mar 7, 2023 | CPUGPU | CodeCode Available | 2 |
| FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation | Mar 4, 2023 | BenchmarkingGPU | CodeCode Available | 2 |
| POPGym: Benchmarking Partially Observable Reinforcement Learning | Mar 3, 2023 | BenchmarkingGPU | CodeCode Available | 2 |