Papers

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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 ai Oct 19 Jarvis: Coordination Deserves a Brain of Its Own in Agentic Interactive Models by Yuxiang Wang, Shengbo Cai, Zhixian Zhao, Yingda Shen, Yuancheng Wang, Xueyao Zhang, Liqiang Zhang, Teddy Sun, Steve Yves, Zhizheng Wu ai Oct 19 Beyond SAEs: Consistent Concept Discovery with Sparse Coding by Jinho Choi, Hyesu Lim, Jaegul Choo, Steffen Schneider machine learning Oct 19 FuTransformer: FP8 prefill and INT4 decode for Llama-style inference on Hopper by Wei Wang ai Oct 19 DrugHarness: An Evolvable Agent Harness for Computational Drug Discovery by Yuxing Chen, Zhisheng Zhang, Cheng Tang, Wei Li, Minghui Zhang, Ziyan Huang, Shaocong Wei, Jiawei Chen, Junru Hu, Hongze Zhu, Jianghan Shen, Min Cen, Xinyuan Zhu, Yaxue Zhao, Jubo Wang, Yuqiang Li, Chun-Mei Feng, Zongyuan Ge, Rui Su, Jie Xu, Yirong Chen, Xi Xu, Ming Hu 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 ai Oct 19 DLite: History-free Speculative Decoding for Agentic AI by Jiaming Xu, Hanzhen Wang, Tianlang Zhao, Jiewen Xiao, Chengze Yuan, Jiayi Pan, Yongkang Zhou, Jiancai Ye, Yu Wang, Guohao Dai 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 ai Oct 16 FDE-Gym: The Last Mile of AI Delivery by Dongxu Yang, Hongda Yan, Renxin Wang, Baoli Zhang, Haojia Zuo, Ying Zhao, Youmin Chen, Xiaojian Liao, Congming Gao, Tianyang Jiang, Yixiao Chen, Qing Wang, Zhiguo Yu, Xiaqing Li, Yuhao Zhang, Jiawen Sun, Renzhe Xu, De Mi, Tiancheng Wu, Xianya Fu, Xuanlu Zhao, Bo Feng, Meixuan Ren, Guanming Lin, Ziheng Zhou, Xinhua Wang