| ProTrain: Efficient LLM Training via Memory-Aware Techniques | Jun 12, 2024 | CPUGPU | —Unverified | 0 |
| ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models | Jun 12, 2024 | GPU | —Unverified | 0 |
| GraphFM: A Comprehensive Benchmark for Graph Foundation Model | Jun 12, 2024 | GPUGraph Neural Network | CodeCode Available | 0 |
| VoxNeuS: Enhancing Voxel-Based Neural Surface Reconstruction via Gradient Interpolation | Jun 11, 2024 | GPUSurface Reconstruction | —Unverified | 0 |
| PreSto: An In-Storage Data Preprocessing System for Training Recommendation Models | Jun 11, 2024 | CPUGPU | —Unverified | 0 |
| Benchmarking and Boosting Radiology Report Generation for 3D High-Resolution Medical Images | Jun 11, 2024 | BenchmarkingGPU | —Unverified | 0 |
| Sustainable self-supervised learning for speech representations | Jun 11, 2024 | GPUSelf-Supervised Learning | —Unverified | 0 |
| Label-Looping: Highly Efficient Decoding for Transducers | Jun 10, 2024 | GPUspeech-recognition | —Unverified | 0 |
| Enhancing Large-Scale AI Training Efficiency: The C4 Solution for Real-Time Anomaly Detection and Communication Optimization | Jun 7, 2024 | Anomaly DetectionGPU | —Unverified | 0 |
| Speed of Light Exact Greedy Decoding for RNN-T Speech Recognition Models on GPU | Jun 6, 2024 | GPUspeech-recognition | —Unverified | 0 |
| ReDistill: Residual Encoded Distillation for Peak Memory Reduction | Jun 6, 2024 | DenoisingGPU | —Unverified | 0 |
| Quality-Diversity with Limited Resources | Jun 6, 2024 | DiversityGPU | CodeCode Available | 0 |
| Global Parameterization-based Texture Space Optimization | Jun 6, 2024 | GPU | —Unverified | 0 |
| Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity | Jun 5, 2024 | GPUQuantization | —Unverified | 0 |
| Searching Priors Makes Text-to-Video Synthesis Better | Jun 5, 2024 | GPU | —Unverified | 0 |
| A Flexible Recursive Network for Video Stereo Matching Based on Residual Estimation | Jun 5, 2024 | GPUStereo Matching | CodeCode Available | 0 |
| A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection | Jun 5, 2024 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| A Study of Optimizations for Fine-tuning Large Language Models | Jun 4, 2024 | GPU | —Unverified | 0 |
| Speeding up Policy Simulation in Supply Chain RL | Jun 4, 2024 | GPU | —Unverified | 0 |
| CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework | Jun 3, 2024 | GPUNeural Architecture Search | —Unverified | 0 |
| GPU-Accelerated Rule Evaluation and Evolution | Jun 3, 2024 | Explainable artificial intelligenceGPU | —Unverified | 0 |
| D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models | Jun 3, 2024 | GPUMath | —Unverified | 0 |
| OLoRA: Orthonormal Low-Rank Adaptation of Large Language Models | Jun 3, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Advancing Supervised Local Learning Beyond Classification with Long-term Feature Bank | Jun 1, 2024 | GPUimage-classification | —Unverified | 0 |
| Multi-Objective Neural Architecture Search by Learning Search Space Partitions | Jun 1, 2024 | Bayesian OptimizationGPU | —Unverified | 0 |