| Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image | Jun 6, 2024 | 3D Scene ReconstructionDepth Estimation | CodeCode Available | 3 |
| MotionFollower: Editing Video Motion via Lightweight Score-Guided Diffusion | May 30, 2024 | DenoisingGPU | CodeCode Available | 3 |
| Transformers Can Do Arithmetic with the Right Embeddings | May 27, 2024 | GPUPosition | CodeCode Available | 3 |
| Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention | May 27, 2024 | GPULanguage Modeling | CodeCode Available | 3 |
| vHeat: Building Vision Models upon Heat Conduction | May 26, 2024 | Computational EfficiencyGPU | CodeCode Available | 3 |
| NGD-SLAM: Towards Real-Time Dynamic SLAM without GPU | May 12, 2024 | CPUDeep Learning | CodeCode Available | 3 |
| vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention | May 7, 2024 | GPUManagement | CodeCode Available | 3 |
| Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services | Apr 25, 2024 | GPU | CodeCode Available | 3 |
| SnapKV: LLM Knows What You are Looking for Before Generation | Apr 22, 2024 | 16kGPU | CodeCode Available | 3 |
| MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts | Apr 22, 2024 | Common Sense ReasoningGPU | CodeCode Available | 3 |
| TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding | Apr 18, 2024 | GPU | CodeCode Available | 3 |
| MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding | Apr 8, 2024 | GPUMultiple-choice | CodeCode Available | 3 |
| Allo: A Programming Model for Composable Accelerator Design | Apr 7, 2024 | GPUHigh-Level Synthesis | CodeCode Available | 3 |
| BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models | Apr 3, 2024 | GPUMath | CodeCode Available | 3 |
| Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration | Apr 2, 2024 | Computational EfficiencyGPU | CodeCode Available | 3 |
| GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA | Apr 1, 2024 | GPUMultiobjective Optimization | CodeCode Available | 3 |
| 94% on CIFAR-10 in 3.29 Seconds on a Single GPU | Mar 30, 2024 | GPU | CodeCode Available | 3 |
| The Unreasonable Ineffectiveness of the Deeper Layers | Mar 26, 2024 | GPUQuantization | CodeCode Available | 3 |
| GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting | Mar 13, 2024 | GPUQuantization | CodeCode Available | 3 |
| Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve | Mar 4, 2024 | GPUScheduling | CodeCode Available | 3 |
| Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning | Feb 26, 2024 | GPUMinecraft | CodeCode Available | 3 |
| TorchCP: A Python Library for Conformal Prediction | Feb 20, 2024 | Conformal PredictionDeep Learning | CodeCode Available | 3 |
| BitDelta: Your Fine-Tune May Only Be Worth One Bit | Feb 15, 2024 | GPU | CodeCode Available | 3 |
| Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models | Feb 10, 2024 | CPUGPU | CodeCode Available | 3 |
| EscherNet: A Generative Model for Scalable View Synthesis | Feb 6, 2024 | 3D ReconstructionGPU | CodeCode Available | 3 |
| BiLLM: Pushing the Limit of Post-Training Quantization for LLMs | Feb 6, 2024 | BinarizationGPU | CodeCode Available | 3 |
| Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces | Feb 1, 2024 | Computational EfficiencyGPU | CodeCode Available | 3 |
| KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization | Jan 31, 2024 | GPUQuantization | CodeCode Available | 3 |
| FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design | Jan 25, 2024 | GPUQuantization | CodeCode Available | 3 |
| MoE-Infinity: Efficient MoE Inference on Personal Machines with Sparsity-Aware Expert Cache | Jan 25, 2024 | GPUmodel | CodeCode Available | 3 |
| Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models | Jan 16, 2024 | GPUQuantization | CodeCode Available | 3 |
| RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation | Jan 9, 2024 | GPUMath | CodeCode Available | 3 |
| Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models | Jan 9, 2024 | GPU | CodeCode Available | 3 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | Dec 28, 2023 | AutoMLCPU | CodeCode Available | 3 |
| XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library | Dec 25, 2023 | CPUDeep Reinforcement Learning | CodeCode Available | 3 |
| Splatter Image: Ultra-Fast Single-View 3D Reconstruction | Dec 20, 2023 | 3D Object Reconstruction3D Reconstruction | CodeCode Available | 3 |
| S-LoRA: Serving Thousands of Concurrent LoRA Adapters | Nov 6, 2023 | GPUparameter-efficient fine-tuning | CodeCode Available | 3 |
| Punica: Multi-Tenant LoRA Serving | Oct 28, 2023 | GPU | CodeCode Available | 3 |
| TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs | Oct 25, 2023 | Autonomous DrivingGPU | CodeCode Available | 3 |
| Take the aTrain. Introducing an Interface for the Accessible Transcription of Interviews | Oct 18, 2023 | CPUGPU | CodeCode Available | 3 |
| Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation | Sep 27, 2023 | GPUText-to-Video Generation | CodeCode Available | 3 |
| InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation | Sep 12, 2023 | GPUImage Generation | CodeCode Available | 3 |
| nanoT5: A PyTorch Framework for Pre-training and Fine-tuning T5-style Models with Limited Resources | Sep 5, 2023 | DecoderGPU | CodeCode Available | 3 |
| Retentive Network: A Successor to Transformer for Large Language Models | Jul 17, 2023 | GPULanguage Modeling | CodeCode Available | 3 |
| TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement | Jun 14, 2023 | GPUMotion Estimation | CodeCode Available | 3 |
| Fine-Tuning Language Models with Just Forward Passes | May 27, 2023 | GPUIn-Context Learning | CodeCode Available | 3 |
| Unlimiformer: Long-Range Transformers with Unlimited Length Input | May 2, 2023 | Book summarizationCPU | CodeCode Available | 3 |
| TorchBench: Benchmarking PyTorch with High API Surface Coverage | Apr 27, 2023 | BenchmarkingGPU | CodeCode Available | 3 |
| FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization | Mar 24, 2023 | 3D Hand Pose EstimationGPU | CodeCode Available | 3 |
| EvoTorch: Scalable Evolutionary Computation in Python | Feb 24, 2023 | GPUreinforcement-learning | CodeCode Available | 3 |
