Summary of Measuring and Reducing Llm Hallucination Without Gold-standard Answers, by Jiaheng Wei et al.
Measuring and Reducing LLM Hallucination without Gold-Standard Answersby Jiaheng Wei, Yuanshun Yao, Jean-Francois Ton, Hongyi…
Summary of Transductive Learning Is Compact, by Julian Asilis et al.
Transductive Learning Is Compactby Julian Asilis, Siddartha Devic, Shaddin Dughmi, Vatsal Sharan, Shang-Hua TengFirst submitted…
Summary of Rewards-in-context: Multi-objective Alignment Of Foundation Models with Dynamic Preference Adjustment, by Rui Yang et al.
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustmentby Rui Yang, Xiaoman Pan, Feng…
Summary of Self-play Fine-tuning Of Diffusion Models For Text-to-image Generation, by Huizhuo Yuan and Zixiang Chen and Kaixuan Ji and Quanquan Gu
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generationby Huizhuo Yuan, Zixiang Chen, Kaixuan Ji, Quanquan…
Summary of Rs-dpo: a Hybrid Rejection Sampling and Direct Preference Optimization Method For Alignment Of Large Language Models, by Saeed Khaki et al.
RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language…
Summary of Node Duplication Improves Cold-start Link Prediction, by Zhichun Guo et al.
Node Duplication Improves Cold-start Link Predictionby Zhichun Guo, Tong Zhao, Yozen Liu, Kaiwen Dong, William…
Summary of Learning Interpretable Policies in Hindsight-observable Pomdps Through Partially Supervised Reinforcement Learning, by Michael Lanier et al.
Learning Interpretable Policies in Hindsight-Observable POMDPs through Partially Supervised Reinforcement Learningby Michael Lanier, Ying Xu,…
Summary of Comparing Supervised Learning Dynamics: Deep Neural Networks Match Human Data Efficiency but Show a Generalisation Lag, by Lukas S. Huber et al.
Comparing supervised learning dynamics: Deep neural networks match human data efficiency but show a generalisation…
Summary of Embracing the Black Box: Heading Towards Foundation Models For Causal Discovery From Time Series Data, by Gideon Stein et al.
Embracing the black box: Heading towards foundation models for causal discovery from time series databy…
Summary of Weakly Supervised Segmentation Of Vertebral Bodies with Iterative Slice-propagation, by Shiqi Peng et al.
Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-propagationby Shiqi Peng, Bolin Lai, Guangyu Yao,…