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| Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic | Apr 10, 2024 | GPU | CodeCode Available | 2 |
| Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization | Sep 19, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| GPU Performance Portability needs Autotuning | Apr 30, 2025 | GPU | CodeCode Available | 2 |
| Habitat: A Platform for Embodied AI Research | Apr 2, 2019 | BenchmarkingGPU | CodeCode Available | 2 |
| GPflow: A Gaussian process library using TensorFlow | Oct 27, 2016 | Gaussian ProcessesGPU | 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 |
| geomstats: a Python Package for Riemannian Geometry in Machine Learning | May 21, 2018 | BIG-bench Machine LearningGPU | CodeCode Available | 2 |
| Geomstats: A Python Package for Riemannian Geometry in Machine Learning | Apr 7, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 2 |
| GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration | Apr 3, 2025 | GPUQuantization | CodeCode Available | 2 |
| CaRL: Learning Scalable Planning Policies with Simple Rewards | Apr 24, 2025 | Autonomous DrivingCARLA longest6 | CodeCode Available | 2 |
| 4D-Rotor Gaussian Splatting: Towards Efficient Novel View Synthesis for Dynamic Scenes | Feb 5, 2024 | GPUNovel View Synthesis | CodeCode Available | 2 |
| Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution | Jan 12, 2025 | Computational EfficiencyGPU | CodeCode Available | 2 |
| GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation | Jun 21, 2024 | 3D GenerationGPU | CodeCode Available | 2 |
| Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction | Mar 27, 2024 | 3D Generation3DGS | CodeCode Available | 2 |
| Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism | Nov 25, 2022 | GPU | CodeCode Available | 2 |
| GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models | Oct 12, 2023 | GPUText to 3D | CodeCode Available | 2 |
| Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare Applications | Sep 2, 2024 | CPUFederated Learning | CodeCode Available | 2 |
| Spacetime Gaussian Feature Splatting for Real-Time Dynamic View Synthesis | Dec 28, 2023 | 8kFeature Splatting | CodeCode Available | 2 |
| Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs | Mar 26, 2024 | GPUImage Compression | CodeCode Available | 2 |
| ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs | Oct 6, 2022 | GPUVocal Bursts Intensity Prediction | CodeCode Available | 2 |
| Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework | Jun 23, 2020 | BenchmarkingGPU | CodeCode Available | 2 |
| CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs | Aug 29, 2023 | CPUGPU | CodeCode Available | 2 |
| Full Parameter Fine-tuning for Large Language Models with Limited Resources | Jun 16, 2023 | GPUparameter-efficient fine-tuning | 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 |