Papers

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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 machine learning Sep 28 New LoRA Skills Should Read but Never Write by Zeyan Li, Panqi Yang, Qirong Guo, Shengda Zhuo, SIyuan Qiu, Hu Xu, Chun Li, Jianfeng Xu machine learning Sep 21 OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation by Wenxue Li, Peiyan Guan, Haoyang Jiang, Junxian Cai, Hualuo Liu, Chunjie Zhang, Chong Guan, Songlian Li, Taiyi Wu, Yongjian Yu, Xiaotong Zhao, Alan Zhao, Eric Liu, Xi Chen, Yu Liu, Lei Zhu machine learning Sep 21 BrainWideBench: Benchmarking large-scale pretraining and across-animal transfer in multi-region neural recordings by Alexandre Andre, Shivashriganesh P. Mahato, Vinam Arora, Keshav Balaji, Divyansha Lachi, Nanda H. Krishna, Jingyun Xiao, Yizi Zhang, Ximeng Mao, Wenrui Ma, Han Yu, International Brain Laboratory, Daniel Birman, Niccolò Bonacchi, Gaelle A. Chapuis, Joana A. Catarino, Felicia Davatolhagh, Mayo Faulkner, Laura Freitas-Silva, Fei Hu, Julia M. Huntenburg, Anup Khanal, Inês Laranjeira, Petrina Lau, Guido T. Meijer, Nathaniel J. Miska, Jean-Paul Noel, Alejandro Pan-Vazquez, Georg Raiser, Cyrille Rossant, Karolina Z. Socha, Anne E. Urai, Miles J. Wells, Steven J. West, Olivier Winter, Blake Richards, Guillaume Lajoie, Cole Hurwitz, Mehdi Azabou, Matthew R. Whiteway, Liam Paninski, Eva L. Dyer machine learning Sep 21 Available Guardrails: Certifying Selective Prediction across ML Systems by Parivesh Priye, Yufeng Wang, Haibin Ling, Michael Chaykowsky machine learning Sep 21 $λ$-Controlled GRPO: Turning Flow-Matching Ratio Instability into a Budgeted Resource by Yufeng Wang, Parivesh Priye, Meeshawn Marathe, Ramit Pahwa machine learning Sep 21 COMPLEX: A Closed-Form Certified Embedding of Multiparameter Persistence Modules by Sushovan Majhi, Atish Mitra, Žiga Virk, Pramita Bagchi machine learning Sep 21 Abstention and Noise Filtering: Two Missing Primitives of Softmax Attention by Richard Zhe Wang machine learning Sep 21 Assessment of Machine Learning-Based Critical Heat Flux Models in the CTF Subchannel Code for Square Rod Bundle Prediction by Aidan Furlong, Vinicius de Melo Monteiro, Robert Salko, Juliana Pacheco Duarte, Xu Wu machine learning Sep 18 Embedding Models Measure in Peculiar Ways by Juri Opitz, Andrianos Michail