| Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds | Mar 21, 2022 | AllGPU | CodeCode Available | 2 |
| Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction | Nov 22, 2021 | GPUNeRF | CodeCode Available | 2 |
| Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction | Sep 25, 2024 | GPUToken Reduction | CodeCode Available | 2 |
| Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers | May 20, 2025 | GPUVideo Generation | CodeCode Available | 2 |
| OmniDrones: An Efficient and Flexible Platform for Reinforcement Learning in Drone Control | Sep 22, 2023 | GPUreinforcement-learning | CodeCode Available | 2 |
| Gradient Boosting Reinforcement Learning | Jul 11, 2024 | GPUreinforcement-learning | CodeCode Available | 2 |
| GradeADreamer: Enhanced Text-to-3D Generation Using Gaussian Splatting and Multi-View Diffusion | Jun 14, 2024 | 3D GenerationGPU | CodeCode Available | 2 |
| GS^3: Efficient Relighting with Triple Gaussian Splatting | Oct 15, 2024 | GPU | CodeCode Available | 2 |
| Accelerating Sparse Deep Neural Networks | Apr 16, 2021 | GPUMath | 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 |
| Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer | Jan 23, 2017 | Computational EfficiencyGPU | CodeCode Available | 2 |
| Palu: Compressing KV-Cache with Low-Rank Projection | Jul 30, 2024 | GPUQuantization | CodeCode Available | 2 |
| GPU Performance Portability needs Autotuning | Apr 30, 2025 | GPU | CodeCode Available | 2 |
| Characterization of Large Language Model Development in the Datacenter | Mar 12, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra | Sep 6, 2023 | CoLAGaussian Processes | CodeCode Available | 2 |
| H_2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models | Jun 24, 2023 | GPU | CodeCode Available | 2 |
| HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection | Feb 2, 2022 | Audio ClassificationEvent Detection | CodeCode Available | 2 |
| JAX, M.D.: A Framework for Differentiable Physics | Dec 9, 2019 | Drug DiscoveryGPU | CodeCode Available | 2 |
| Geomstats: A Python Package for Riemannian Geometry in Machine Learning | Apr 7, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 2 |
| Platypus: Quick, Cheap, and Powerful Refinement of LLMs | Aug 14, 2023 | GPU | CodeCode Available | 2 |
| geomstats: a Python Package for Riemannian Geometry in Machine Learning | May 21, 2018 | BIG-bench Machine LearningGPU | 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 |
| GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation | Jun 21, 2024 | 3D GenerationGPU | CodeCode Available | 2 |
| GPflow: A Gaussian process library using TensorFlow | Oct 27, 2016 | Gaussian ProcessesGPU | CodeCode Available | 2 |
| GaussianPretrain: A Simple Unified 3D Gaussian Representation for Visual Pre-training in Autonomous Driving | Nov 19, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
