arXivDaily arXiv每日学术速递 周一至周五更新

大厂专区

2026-07-08 至 2026-07-08 共收录 2
2604.07607 2026-07-08 cs.RO cs.CV 版本更新

EgoVerse: An Egocentric Human Dataset for Robot Learning from Around the World

EgoVerse:一个用于机器人学习的视点人类数据集

Ryan Punamiya, Simar Kareer, Zeyi Liu, Josh Citron, Ri-Zhao Qiu, Xiongyi Cai, Alexey Gavryushin, Jiaqi Chen, Davide Liconti, Lawrence Y. Zhu, Patcharapong Aphiwetsa, Baoyu Li, Aniketh Cheluva, Pranav Kuppili, Yangcen Liu, Dhruv Patel, Aidan Gao, Hye-Young Chung, Ryan Co, Renee Zbizika, Jeff Liu, Xiaomeng Xu, Haoyu Xiong, Geng Chen, Sebastiano Oliani, Wenkai Xuan, Chenyu Yang, Xi Wang, James Fort, Richard Newcombe, Josh Gao, Jason Chong, Garrett Matsuda, Aseem Doriwala, Marc Pollefeys, Robert Katzschmann, Xiaolong Wang, Shuran Song, Judy Hoffman, Danfei Xu

机构 * Georgia Institute of Technology(佐治亚理工学院) Stanford University(斯坦福大学) University of California San Diego(加州大学圣地亚哥分校) ETH Zürich(苏黎世联邦理工学院) MIT CSAIL(麻省理工学院计算机科学与人工智能实验室) Meta Reality Labs Research(Meta现实实验室) Mecka AI Scale AI

AI总结 EgoVerse通过统一的数据收集、处理和访问框架,提供丰富的人类操作行为数据,促进机器人学习,并通过大规模研究验证了人类数据与机器人学习目标的一致性对性能的影响。

详情

展开后加载摘要…

URL PDF HTML 收藏
2512.23236 2026-07-08 cs.LG cs.AI cs.AR cs.MA cs.PF 版本更新

KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at Meta

KernelEvolve:为Meta异构AI加速器扩展智能内核编码

Gang Liao, Hongsen Qin, Ying Wang, Alicia Golden, Michael Kuchnik, Yavuz Yetim, Jia Jiunn Ang, Chunli Fu, Yihan He, Samuel Hsia, Zewei Jiang, Dianshi Li, Uladzimir Pashkevich, Varna Puvvada, Feng Shi, Matt Steiner, Ruichao Xiao, Liyuan Li, Nathan Yan, Xiayu Yu, Zhou Fang, Roman Levenstein, Kunming Ho, Haishan Zhu, Alec Hammond, Richard Li, Ajit Mathews, Kaustubh Gondkar, Abdul Zainul-Abedin, Ketan Singh, Hongtao Yu, Wenyuan Chi, Barney Huang, Sean Zhang, Noah Weller, Zach Marine, Wyatt Cook, Carole-Jean Wu, Gaoxiang Liu

机构 * Meta Platforms(Meta平台)

AI总结 研究针对深度学习推荐模型训练和推理面临的异构性挑战,提出KernelEvolve框架,通过多编程抽象自动生成和优化内核,经实验验证其正确性,大幅提升性能并降低新AI硬件可编程性障碍。

详情

展开后加载摘要…

URL PDF HTML 收藏