Papers | simpleprog

machine learning Oct 19 Steering beyond Language: Improving Multilingual Training-Free Text Embeddings via Paired-Residual Subspace Removal by Ailiang Lin, Zhuoyun Li, Yusong Wang, Keyu Mao, Kotaro Funakoshi, Manabu Okumura

machine learning Oct 19 FuTransformer: FP8 prefill and INT4 decode for Llama-style inference on Hopper by Wei Wang

machine learning Oct 19 The Collection of a Real-World, Large-Scale Dataset for Automated Skill Evaluation in Central Line Dressing Change by Ummey Tanin, Shannan K. Hamlin, Hsin-Mei Chen, Peizhu (Pam) Qian

machine learning Oct 16 SoftCache: Adaptive Step Size Caching for Diffusion Transformers by Shimon Malnick, Nadav Orenstein, Ohad Fried, Shai Avidan

machine learning Oct 16 PathFM: Fast Generative Forecasting of Multivariate Trajectories by Jiachen Yao, Xiyuan Zhang, Annan Yu, Boran Han, Abdul Fatir Ansari, Shuai Zhang, Michael Bohlke-Schneider, Bernie Wang

machine learning Oct 16 Rethinking Routing Exploration in Modern Mixture-of-Experts by Bingcong Li, Hao Ma, Michael Muehlebach, Niao He, Yi Ma

machine learning Oct 16 Lean Graph Search for Formal Theorem Proving by Yihan Xu, Jia-Chen Gu, Junyi Zhang, Di Wu, Haikang Deng, Po-Nien Kung, Kai-Wei Chang, Amit Sahai, Wei Wang, Nanyun Peng

machine learning Oct 16 Sim-to-Real Reinforcement Learning for Path-Safe Target Reaching in Robotic Harvesting of Hydroponic Lettuce by Al Bashir, Partho Ghose, Yibin Wang, Robert G. Hardin, Joshua Peeples, Genhua Niu, Azlan Zahid

machine learning Oct 16 Robust Reinforcement Learning for Dynamic Treatment Regimes under Model and Measurement Uncertainty by Chengze Xie, Xuan Wang, Ying Ding, Hairong Wang, Yan Li

machine learning Oct 16 Twice Upon a Time: Complementary Representations for Time-Series Reasoning by Hedi Zisling, Liran Nochumsohn, Ilan Naiman, Mihir Parmar, Omri Azencot