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machine learning Sep 30 Breaking the Uniformity Trap: Scaling Video Diffusion Model via SplitMoE by Yu Xu, Yuxin Zhang, Xiao Yang, Haotian Yang, Yizhi Wang, Xinwei Huang, Minxuan Lin, Angtian Wang, Chongyang Ma, Fan Tang machine learning Sep 30 Multi-Agent Flow Matching with Decoupled Generative Guidance by Ruoyu Lin, Magnus Egerstedt, Fabio Pasqualetti machine learning Sep 29 PDMD: Projected Distribution Matching Distillation for Video Diffusion Models by Zimo Wang, Junkun Yuan, Angtian Wang, Haotian Yang, Canyu Zhang, Siyuan Yuan, Xingchang Huang, Bo Liu, Yizhi Wang, Yiding Yang, Chongyang Ma, Gordon Guocheng Qian machine learning Sep 29 Unifying Distributional Training for One-Step Visual Generation by Chi Zhang, Haoyang Shi, Yueyi Liu, Ruichuan An, Junkang Zhou, Chang Li, Xiuyuan Lu, Yichi Zhang, Bo Wang, Yuhang Wu, Sen Cui, Miao Liu ai Sep 29 TokenCast: Forecasting Token Consumption During LLM Agent Execution by Chaoqian Ouyang, Ling Yue, Libin Zheng, Huanghui Guo, Shengxiang Xu, YiShu Wang, Ran Li, Jian Yin, Shaowu Pan, Shimin Di machine learning Sep 29 Neural Harmonic Measure Operator by Jinjin He, Sinan Wang, Yuchen Sun, Bo Zhu machine learning Sep 29 KV-streams for Efficient Compaction in Agentic Reinforcement Learning by Emiliano Penaloza, Dane Malenfant, Dheeraj Vattikonda, Roger Creus Castanyer, Siddarth Venkatraman, Abhay Puri, Jonathan Light, Matthew James Sargent, Augustine N. Mavor-Parker, Massimo Caccia, Lucas Caccia, Glen Berseth, Esmeralda S. Whitammer, Alessandro Sordoni, Minseon Kim, Marc-Alexandre Côté, Laurent Charlin, Guillaume Lajoie machine learning Sep 29 Improving Test-Time Scaling with Adaptive Looped Transformers by Yichen You, Tianyu Fu, Aosong Feng, Xingtai Lv, Xuefei Ning, Ning Ding, Yu Wang machine learning Sep 29 Copy the Same, Distill the Difference: Initializing Linear Vision Transformers by Huaiyuan Qin, Muli Yang, Gabriel James Goenawan, Shiqi Huang, Min Kass Chong, Wahyu Wiratama, Peng Hu, Chen Gong, Wu Liu, Xi Peng, Chun Jian Ho, Hongyuan Zhu ai Sep 29 FinAutoRubric: Expert-Guided Automatic Rubric Generation for Evaluating Financial Research Agents by Hoyoung Lee, Suyeol Yun, Jack Haverty, Yunju Cho, Meesong Kim, Daekyung Park, Sumin Kim, Jihoon Kwon, Jasmine Jia Geng, Andrew Chin, Yin Luo, Edward Tong, Yu Yu, Zach Golkhou, Minkyu Kim, Igor Halperin, Young Cha, Alejandro Lopez-Lira, Chanyeol Choi, Yongjae Lee