| RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs | Oct 25, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Metrically Scaled Monocular Depth Estimation through Sparse Priors for Underwater Robots | Oct 25, 2023 | CPUDecoder | CodeCode Available | 1 |
| QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models | Oct 25, 2023 | GPUMixture-of-Experts | CodeCode Available | 2 |
| LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery | Oct 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Anchor Space Optimal Transport as a Fast Solution to Multiple Optimal Transport Problems | Oct 24, 2023 | GPU | CodeCode Available | 0 |
| Performance Tuning for GPU-Embedded Systems: Machine-Learning-based and Analytical Model-driven Tuning Methodologies | Oct 24, 2023 | GPU | —Unverified | 0 |
| UncertaintyPlayground: A Fast and Simplified Python Library for Uncertainty Estimation | Oct 23, 2023 | CPUGPU | CodeCode Available | 0 |
| CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages | Oct 20, 2023 | DiversityGPU | CodeCode Available | 1 |
| CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation | Oct 19, 2023 | 2kGPU | CodeCode Available | 1 |
| Benchmarking GPUs on SVBRDF Extractor Model | Oct 19, 2023 | BenchmarkingGPU | —Unverified | 0 |
| Fine-Tuning Generative Models as an Inference Method for Robotic Tasks | Oct 19, 2023 | Bayesian InferenceGPU | CodeCode Available | 0 |
| Cooperative Minibatching in Graph Neural Networks | Oct 19, 2023 | GPUGraph Sampling | CodeCode Available | 0 |
| Jorge: Approximate Preconditioning for GPU-efficient Second-order Optimization | Oct 18, 2023 | Computational EfficiencyGPU | —Unverified | 0 |
| Take the aTrain. Introducing an Interface for the Accessible Transcription of Interviews | Oct 18, 2023 | CPUGPU | CodeCode Available | 3 |
| Learning to Generate Parameters of ConvNets for Unseen Image Data | Oct 18, 2023 | GPU | CodeCode Available | 0 |
| DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations | Oct 17, 2023 | BenchmarkingEmotion Recognition | CodeCode Available | 1 |
| FROST: Towards Energy-efficient AI-on-5G Platforms -- A GPU Power Capping Evaluation | Oct 17, 2023 | GPU | —Unverified | 0 |
| 4K4D: Real-Time 4D View Synthesis at 4K Resolution | Oct 17, 2023 | 4kGPU | —Unverified | 0 |
| MonoSKD: General Distillation Framework for Monocular 3D Object Detection via Spearman Correlation Coefficient | Oct 17, 2023 | 3D Object DetectionGPU | CodeCode Available | 1 |
| LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation | Oct 16, 2023 | GPUImage Animation | CodeCode Available | 2 |
| ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models | Oct 16, 2023 | General Reinforcement LearningGPU | CodeCode Available | 2 |
| TRANSOM: An Efficient Fault-Tolerant System for Training LLMs | Oct 16, 2023 | Anomaly DetectionGPU | CodeCode Available | 1 |
| ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion | Oct 16, 2023 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Leveraging Knowledge Distillation for Efficient Deep Reinforcement Learning in Resource-Constrained Environments | Oct 16, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models | Oct 15, 2023 | CPUGPU | CodeCode Available | 1 |
