TMLR

HybridFlow: Quantification of Aleatoric and Epistemic Uncertainty with a Single Hybrid Model

Peter Van Katwyk, Karianne J. Bergen

机构 * Department of Earth, Environment, and Planetary Sciences, Brown University（布朗大学地球、环境与行星科学系） ； Data Science Institute, Brown University（布朗大学数据科学研究院） ； Department of Computer Science, Brown University（布朗大学计算机科学系） 纠错

Comments Reviewed and published in TMLR at https://openreview.net/forum?id=xRiEdSyVjY

Journal ref Transactions on Machine Learning Research, 2025

Emergent Semantics Beyond Token Embeddings: Transformer LMs with Frozen Visual Unicode Representations

A. Bochkov

机构 * Moscow Institute of Physics and Technology (MIPT)（莫斯科物理技术学院） 纠错

Comments Published in Transactions on Machine Learning Research (10/2025). OpenReview: https://openreview.net/forum?id=Odh8IynO1o

Journal ref Transactions on Machine Learning Research (TMLR), 2025