Summary of Preference Learning Algorithms Do Not Learn Preference Rankings, by Angelica Chen et al.
Preference Learning Algorithms Do Not Learn Preference Rankingsby Angelica Chen, Sadhika Malladi, Lily H. Zhang,…
Summary of Cliploss and Norm-based Data Selection Methods For Multimodal Contrastive Learning, by Yiping Wang et al.
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learningby Yiping Wang, Yifang Chen, Wendan…
Summary of Dr-llava: Visual Instruction Tuning with Symbolic Clinical Grounding, by Shenghuan Sun et al.
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Groundingby Shenghuan Sun, Alexander Schubert, Gregory M. Goldgof,…
Summary of Value-incentivized Preference Optimization: a Unified Approach to Online and Offline Rlhf, by Shicong Cen et al.
Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHFby Shicong Cen, Jincheng Mei,…
Summary of Self-exploring Language Models: Active Preference Elicitation For Online Alignment, by Shenao Zhang et al.
Self-Exploring Language Models: Active Preference Elicitation for Online Alignmentby Shenao Zhang, Donghan Yu, Hiteshi Sharma,…
Summary of X-vila: Cross-modality Alignment For Large Language Model, by Hanrong Ye et al.
X-VILA: Cross-Modality Alignment for Large Language Modelby Hanrong Ye, De-An Huang, Yao Lu, Zhiding Yu,…
Summary of Weak-to-strong Search: Align Large Language Models Via Searching Over Small Language Models, by Zhanhui Zhou et al.
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Modelsby Zhanhui Zhou, Zhixuan…
Summary of Inference-time Alignment Of Diffusion Models with Direct Noise Optimization, by Zhiwei Tang et al.
Inference-Time Alignment of Diffusion Models with Direct Noise Optimizationby Zhiwei Tang, Jiangweizhi Peng, Jiasheng Tang,…
Summary of Lisa: Lazy Safety Alignment For Large Language Models Against Harmful Fine-tuning Attack, by Tiansheng Huang et al.
Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attackby Tiansheng Huang, Sihao…
Summary of It’s Not a Modality Gap: Characterizing and Addressing the Contrastive Gap, by Abrar Fahim et al.
It’s Not a Modality Gap: Characterizing and Addressing the Contrastive Gapby Abrar Fahim, Alex Murphy,…