Operator Learning Using Weak Supervision from Walk-on-Spheres Paper • 2603.01193 • Published Mar 1 • 2
Found-RL: foundation model-enhanced reinforcement learning for autonomous driving Paper • 2602.10458 • Published Feb 11
Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning Paper • 2505.20561 • Published May 26, 2025 • 7
An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry Paper • 2303.02552 • Published Mar 5, 2023
PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages Paper • 2303.08934 • Published Mar 15, 2023
Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision Paper • 2303.07476 • Published Mar 13, 2023
An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors Paper • 2107.00821 • Published Jul 2, 2021
Analysis of Failures and Risks in Deep Learning Model Converters: A Case Study in the ONNX Ecosystem Paper • 2303.17708 • Published Mar 30, 2023
PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software Paper • 2402.00699 • Published Feb 1, 2024 • 2
Teach LLMs to Personalize -- An Approach inspired by Writing Education Paper • 2308.07968 • Published Aug 15, 2023 • 26
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Paper • 2112.02721 • Published Dec 6, 2021