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| Atom: Low-bit Quantization for Efficient and Accurate LLM Serving | Oct 29, 2023 | GPUQuantization | CodeCode Available | 2 | 5 |
| DEYO: DETR with YOLO for End-to-End Object Detection | Feb 26, 2024 | DecoderGPU | CodeCode Available | 2 | 5 |
| $100K or 100 Days: Trade-offs when Pre-Training with Academic Resources | Oct 30, 2024 | GPU | CodeCode Available | 2 | 5 |
| Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis | Mar 3, 2024 | 3D Parameter-Efficient Fine-Tuning for ClassificationGPU | CodeCode Available | 2 | 5 |
| Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models | Jun 11, 2024 | DiversityGPU | CodeCode Available | 2 | 5 |
| ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware | Dec 2, 2018 | GPUImage Classification | CodeCode Available | 2 | 5 |
| A Tensor Compiler for Unified Machine Learning Prediction Serving | Oct 9, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 2 | 5 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 | 5 |
| DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource Scheduling | May 15, 2020 | Deep Reinforcement LearningGPU | CodeCode Available | 1 | 5 |