| Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs | Jun 13, 2024 | BenchmarkingGPU | CodeCode Available | 2 | 5 |
| Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction | Nov 22, 2021 | GPUNeRF | CodeCode Available | 2 | 5 |
| FlashRNN: Optimizing Traditional RNNs on Modern Hardware | Dec 10, 2024 | GPULogical Reasoning | CodeCode Available | 2 | 5 |
| FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation | Mar 4, 2023 | BenchmarkingGPU | CodeCode Available | 2 | 5 |
| Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction | Mar 27, 2024 | 3D Generation3DGS | CodeCode Available | 2 | 5 |
| Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference | May 27, 2023 | GPUImage Generation | CodeCode Available | 2 | 5 |
| FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance | Dec 13, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 | 5 |
| Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction | Sep 25, 2024 | GPUToken Reduction | CodeCode Available | 2 | 5 |
| DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution | Nov 4, 2024 | GPURobot Manipulation | CodeCode Available | 2 | 5 |
| Deep Snake for Real-Time Instance Segmentation | Jan 6, 2020 | GPUInstance Segmentation | CodeCode Available | 2 | 5 |
| FeNNol: an Efficient and Flexible Library for Building Force-field-enhanced Neural Network Potentials | May 2, 2024 | GPU | CodeCode Available | 2 | 5 |
| Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers | May 20, 2025 | GPUVideo Generation | CodeCode Available | 2 | 5 |
| DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome | Jun 26, 2023 | Computational EfficiencyCore Promoter Detection | CodeCode Available | 2 | 5 |
| Habitat 2.0: Training Home Assistants to Rearrange their Habitat | Jun 28, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 | 5 |
| Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation | Apr 26, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 2 | 5 |
| AudioDec: An Open-source Streaming High-fidelity Neural Audio Codec | May 26, 2023 | CPUGPU | CodeCode Available | 2 | 5 |
| A Tensor Compiler for Unified Machine Learning Prediction Serving | Oct 9, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 2 | 5 |
| FeatureBooster: Boosting Feature Descriptors with a Lightweight Neural Network | Nov 28, 2022 | GPUVisual Localization | CodeCode Available | 2 | 5 |
| BiFormer: Vision Transformer with Bi-Level Routing Attention | Mar 15, 2023 | Computational EfficiencyGPU | CodeCode Available | 2 | 5 |
| HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level Synthesis | Apr 29, 2024 | CPUEdge-computing | CodeCode Available | 2 | 5 |
| Feature Pyramid Networks for Object Detection | Dec 9, 2016 | GPUObject | CodeCode Available | 2 | 5 |
| HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection | Feb 2, 2022 | Audio ClassificationEvent Detection | CodeCode Available | 2 | 5 |
| AEROMamba: An efficient architecture for audio super-resolution using generative adversarial networks and state space models | Nov 11, 2024 | Audio Super-ResolutionGPU | CodeCode Available | 2 | 5 |
| HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors | Jul 26, 2024 | Depth EstimationGPU | CodeCode Available | 2 | 5 |
| Atom: Low-bit Quantization for Efficient and Accurate LLM Serving | Oct 29, 2023 | GPUQuantization | CodeCode Available | 2 | 5 |