A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopyby Edward Sanderson, Bogdan J.…
Relaxed Contrastive Learning for Federated Learningby Seonguk Seo, Jinkyu Kim, Geeho Kim, Bohyung HanFirst submitted…
Preserving Silent Features for Domain Generalizationby Chujie Zhao, Tianren Zhang, Feng ChenFirst submitted to arxiv…
Understanding Representation Learnability of Nonlinear Self-Supervised Learningby Ruofeng Yang, Xiangyuan Li, Bo Jiang, Shuai LiFirst…
On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points…
Weakly Semi-supervised Tool Detection in Minimally Invasive Surgery Videosby Ryo Fujii, Ryo Hachiuma, Hideo SaitoFirst…
Class-wise Generalization Error: an Information-Theoretic Analysisby Firas Laakom, Yuheng Bu, Moncef GabboujFirst submitted to arxiv…
DeepSeek LLM: Scaling Open-Source Language Models with Longtermismby DeepSeek-AI, Xiao Bi, Deli Chen, Guanting Chen,…
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Databy Sofia Yfantidou, Dimitris Spathis, Marios…
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Modelsby Zixiang Chen, Yihe Deng, Huizhuo…