NVIDIA, :, Aditi,Niket Agarwal,Arslan Ali,Jon Allen,Martin Antolini,Adeline Aubame,Alisson Azzolini,Junjie Bai,Maciej Bala,Yogesh Balaji,Josh Bapst,Aarti Basant,Mukesh Beladiya,Mohammad Qazim Bhat,Zaid Pervaiz Bhat,Dan Blick,Vanni Brighella,Han Cai,Tiffany Cai,Eric Cameracci,Jiaxin Cao,Yulong Cao,Mark Carlson,Carlos Casanova,Ting-Yun Chang,Yan Chang,Yu-Wei Chao,Prithvijit Chattopadhyay,Roshan Chaudhari,Chieh-Yun Chen,Junyu Chen,Ke Chen,Qizhi Chen,Wenkai Chen,Xiaotong Chen,Yu Chen,An-Chieh Cheng,Click Cheng,Xiu Chia,Jeana Choi,Chaeyeon Chung,Wenyan Cong,Yin Cui,Magdalena Dadela,Nalin Dadhich,Wenliang Dai,Joyjit Daw,Alperen Degirmenci,Rodrigo Vieira Del Monte,Robert Denomme,Sameer Dharur,Marco Di Lucca,Ke Ding,Wenhao Ding,Yifan Ding,Yuzhu Dong,Nicole Drumheller,Yilun Du,Aigul Dzhumamuratova,Aleksandr Efitorov,Hamid Eghbalzadeh,Naomi Eigbe,Imad El Hanafi,Hassan Eslami,Benedikt Falk,Jiaojiao Fan,Jim Fan,Amol Fasale,Sergiy Fefilatyev,Liang Feng,Francesco Ferroni,Sanja Fidler,Xiao Fu,Vikram Fugro,Prashant Gaikwad,TJ Galda,Katelyn Gao,Yihuai Gao,Wenhang Ge,Sreyan Ghosh,Arushi Goel,Vivek Goel,Akash Gokul,Rama Govindaraju,Jinwei Gu,Miguel Guerrero,Elfie Guo,Aryaman Gupta,Siddharth Gururani,Hugo Hadfield,Song Han,Ankur Handa,Zekun Hao,Mohammad Harrim,Ali Hassani,Nathan Hayes-Roth,Yufan He,Chris Helvig,Cyrus Hogg,Madison Huang,Michael Huang,Sophia Huang,Yufan Huang,Jacob Huffman,DeLesley Hutchins,Suneel Indupuru,Boris Ivanovic,Arihant Jain,Joel Jang,Ryan Ji,Yanan Jian,Dongfu Jiang,Jingyi Jin,Atharva Joshi,Nikhilesh Joshi,Pranjali Joshi,Andy Ju,Jaehun Jung,Weiwei Kang,Scott Kassekert,Jan Kautz,Ashna Khetan,Julia Kiczka,Slawek Kierat,Gwanghyun Kim,Kuno Kim,Sunny Kim,Kezhi Kong,Xin Kong,Zhifeng Kong,Tomasz Kornuta,Egor Krivov,Hui Kuang,Saurav Kumar,Chia-Wen Kuo,George Kurian,Wojciech Kutak,JF Lafleche,Himangshu Lahkar,Omar Laymoun,Jayjun Lee,Sanggil Lee,Gabriele Leone,Boyi Li,Freya Li,Jiajun Li,Jinfeng Li,Ling Li,Pengcheng Li,Shangru Li,Tingle Li,Xiaolong Li,Xuan Li,Zhaoshuo Li,Zhiqi Li,Hao Liang,Maosheng Liao,Chen-Hsuan Lin,Tsung-Yi Lin,Ming-Yu Liu,Sifei Liu,Zihan Liu,Hai Loc Lu,Xiangyu Lu,Alice Luo,Ruipu Luo,Wenjie Luo,Jiangran Lyu,Martin Ding Ma,Nic Ma,Qianli Ma,Dawid Majchrowski,Louis Marcoux,Miguel Martin,Qing Miao,Ashkan Mirzaei,Shreyas Misra,Kaichun Mo,Durra Mohsin,Hyejin Moon,Pawel Morkisz,Saeid Motiian,Kirill Motkov,Seungjun Nah,Yashraj Narang,Deepak Narayanan,Thabang Ngazimbi,Julian Ouyang,Shubham Pachori,David Page,Yatian Pang,Sehwi Park,Mahesh Patekar,Mostofa Patwary,Marco Pavone,Trung Pham,Wei Ping,Soha Pouya,Shrimai Prabhumoye,Varun Praveen,Delin Qu,Hesam Rabeti,Morteza Ramezanali,Marilyn Reeb,Xuanchi Ren,Kristen Rumley,Wojciech Rymer,Jun Saito,Yeongho Seol,John Shao,Piyush Shekdar,Tianwei Shen,Humphrey Shi,Min Shi,Stella Shi,Kevin Shih,Mohammad Shoeybi,Mateusz Sieniawski,Shuran Song,Alexander Sotelo,Amir Sotoodeh,Sunil Srinivasa,Vignesh Srinivasakumar,Bartosz Stefaniak,Rahul Heinrich Steiger,Shangkun Sun,Jiaxiang Tang,Shitao Tang,Yangyang Tang,Yue Tang,Tolou Tavakkoli,Kayley Ting,Krzysztof Tomala,Wei-Cheng Tseng,Jibin Varghese,Sergei Vasilev,Thomas Volk,Raju Wagwani,Roger Waleffe,Andrew Z. Wang,Boxiang Wang,Haoxiang Wang,Qiao Wang,Shihao Wang,Shijie Wang,Ting-Chun Wang,Yan Wang,Yu Wang,Rohit Watve,David Wehr,Fangyin Wei,Xinshuo Weng,Jay Zhangjie Wu,Kedi Wu,Hongchi Xia,Summer Xiao,Tianjun Xiao,Kevin Xie,Daguang Xu,Jiashu Xu,Mengyao Xu,Ruqing Xu,Xingqian Xu,Yao Xu,Dinghao Yang,Dong Yang,Hans Yang,Xiaodong Yang,Xuning Yang,Yichu Yang,Yurong You,Zhiding Yu,Hao Yuan,Simon Yuen,Xiaohui Zeng,Pengcuo Zeren,Cindy Zha,Haotian Zhang,Jenny Zhang,Jing Zhang,Liangkai Zhang,Paris Zhang,Shun Zhang,Xuanmeng Zhang,Zhizheng Zhang,Ann Zhao,Yilin Zhao,Yuliya Zhautouskaya,Charles Zhou,Fengzhe Zhou,Shilin Zhu,Yuke Zhu,Dima Zhylko,Artur Zolkowski
NVIDIA, :, Aditi,Niket Agarwal,Arslan Ali,Jon Allen,Martin Antolini,Adeline Aubame,Alisson Azzolini,Junjie Bai,Maciej Bala,Yogesh Balaji,Josh Bapst,Aarti Basant,Mukesh Beladiya,Mohammad Qazim Bhat,Zaid Pervaiz Bhat,Dan Blick,Vanni Brighella,Han Cai,Tiffany Cai,Eric Cameracci,Jiaxin Cao,Yulong Cao,Mark Carlson,Carlos Casanova,Ting-Yun Chang,Yan Chang,Yu-Wei Chao,Prithvijit Chattopadhyay,Roshan Chaudhari,Chieh-Yun Chen,Junyu Chen,Ke Chen,Qizhi Chen,Wenkai Chen,Xiaotong Chen,Yu Chen,An-Chieh Cheng,Click Cheng,Xiu Chia,Jeana Choi,Chaeyeon Chung,Wenyan Cong,Yin Cui,Magdalena Dadela,Nalin Dadhich,Wenliang Dai,Joyjit Daw,Alperen Degirmenci,Rodrigo Vieira Del Monte,Robert Denomme,Sameer Dharur,Marco Di Lucca,Ke Ding,Wenhao Ding,Yifan Ding,Yuzhu Dong,Nicole Drumheller,Yilun Du,Aigul Dzhumamuratova,Aleksandr Efitorov,Hamid Eghbalzadeh,Naomi Eigbe,Imad El Hanafi,Hassan Eslami,Benedikt Falk,Jiaojiao Fan,Jim Fan,Amol Fasale,Sergiy Fefilatyev,Liang Feng,Francesco Ferroni,Sanja Fidler,Xiao Fu,Vikram Fugro,Prashant Gaikwad,TJ Galda,Katelyn Gao,Yihuai Gao,Wenhang Ge,Sreyan Ghosh,Arushi Goel,Vivek Goel,Akash Gokul,Rama Govindaraju,Jinwei Gu,Miguel Guerrero,Elfie Guo,Aryaman Gupta,Siddharth Gururani,Hugo Hadfield,Song Han,Ankur Handa,Zekun Hao,Mohammad Harrim,Ali Hassani,Nathan Hayes-Roth,Yufan He,Chris Helvig,Cyrus Hogg,Madison Huang,Michael Huang,Sophia Huang,Yufan Huang,Jacob Huffman,DeLesley Hutchins,Suneel Indupuru,Boris Ivanovic,Arihant Jain,Joel Jang,Ryan Ji,Yanan Jian,Dongfu Jiang,Jingyi Jin,Atharva Joshi,Nikhilesh Joshi,Pranjali Joshi,Andy Ju,Jaehun Jung,Weiwei Kang,Scott Kassekert,Jan Kautz,Ashna Khetan,Julia Kiczka,Slawek Kierat,Gwanghyun Kim,Kuno Kim,Sunny Kim,Kezhi Kong,Xin Kong,Zhifeng Kong,Tomasz Kornuta,Egor Krivov,Hui Kuang,Saurav Kumar,Chia-Wen Kuo,George Kurian,Wojciech Kutak,JF Lafleche,Himangshu Lahkar,Omar Laymoun,Jayjun Lee,Sanggil Lee,Gabriele Leone,Boyi Li,Freya Li,Jiajun Li,Jinfeng Li,Ling Li,Pengcheng Li,Shangru Li,Tingle Li,Xiaolong Li,Xuan Li,Zhaoshuo Li,Zhiqi Li,Hao Liang,Maosheng Liao,Chen-Hsuan Lin,Tsung-Yi Lin,Ming-Yu Liu,Sifei Liu,Zihan Liu,Hai Loc Lu,Xiangyu Lu,Alice Luo,Ruipu Luo,Wenjie Luo,Jiangran Lyu,Martin Ding Ma,Nic Ma,Qianli Ma,Dawid Majchrowski,Louis Marcoux,Miguel Martin,Qing Miao,Ashkan Mirzaei,Shreyas Misra,Kaichun Mo,Durra Mohsin,Hyejin Moon,Pawel Morkisz,Saeid Motiian,Kirill Motkov,Seungjun Nah,Yashraj Narang,Deepak Narayanan,Thabang Ngazimbi,Julian Ouyang,Shubham Pachori,David Page,Yatian Pang,Sehwi Park,Mahesh Patekar,Mostofa Patwary,Marco Pavone,Trung Pham,Wei Ping,Soha Pouya,Shrimai Prabhumoye,Varun Praveen,Delin Qu,Hesam Rabeti,Morteza Ramezanali,Marilyn Reeb,Xuanchi Ren,Kristen Rumley,Wojciech Rymer,Jun Saito,Yeongho Seol,John Shao,Piyush Shekdar,Tianwei Shen,Humphrey Shi,Min Shi,Stella Shi,Kevin Shih,Mohammad Shoeybi,Mateusz Sieniawski,Shuran Song,Alexander Sotelo,Amir Sotoodeh,Sunil Srinivasa,Vignesh Srinivasakumar,Bartosz Stefaniak,Rahul Heinrich Steiger,Shangkun Sun,Jiaxiang Tang,Shitao Tang,Yangyang Tang,Yue Tang,Tolou Tavakkoli,Kayley Ting,Krzysztof Tomala,Wei-Cheng Tseng,Jibin Varghese,Sergei Vasilev,Thomas Volk,Raju Wagwani,Roger Waleffe,Andrew Z. Wang,Boxiang Wang,Haoxiang Wang,Qiao Wang,Shihao Wang,Shijie Wang,Ting-Chun Wang,Yan Wang,Yu Wang,Rohit Watve,David Wehr,Fangyin Wei,Xinshuo Weng,Jay Zhangjie Wu,Kedi Wu,Hongchi Xia,Summer Xiao,Tianjun Xiao,Kevin Xie,Daguang Xu,Jiashu Xu,Mengyao Xu,Ruqing Xu,Xingqian Xu,Yao Xu,Dinghao Yang,Dong Yang,Hans Yang,Xiaodong Yang,Xuning Yang,Yichu Yang,Yurong You,Zhiding Yu,Hao Yuan,Simon Yuen,Xiaohui Zeng,Pengcuo Zeren,Cindy Zha,Haotian Zhang,Jenny Zhang,Jing Zhang,Liangkai Zhang,Paris Zhang,Shun Zhang,Xuanmeng Zhang,Zhizheng Zhang,Ann Zhao,Yilin Zhao,Yuliya Zhautouskaya,Charles Zhou,Fengzhe Zhou,Shilin Zhu,Yuke Zhu,Dima Zhylko,Artur Zolkowski

We introduce Cosmos 3, a family of omnimodal world models designed to jointly process and generate language, image, video, audio, and action sequences within a unified mixture-of-transformers architecture. By supporting highly flexible input-output configurations, Cosmos 3 seamlessly unifies critical modalities for Physical AI -- effectively subsuming vision-language models, video generators, world simulators, and world-action models into a single framework. Our evaluation demonstrates that Cosmos 3 establishes a new state-of-the-art across a diverse suite of understanding and generation tasks, demonstrating omnimodal world models as scalable, general-purpose backbones for embodied agents. Our post-trained Cosmos 3 models were ranked as the best open-source Text-to-Image and Image-to-Video models by Artificial Analysis, and the best policy model by RoboArena at the time the technical report was written. To accelerate open research and deployment in Physical AI, we make our code, model checkpoints, curated synthetic datasets, and evaluation benchmark available under the Linux Foundation's OpenMDW-1.1 License at https://github.com/nvidia/cosmos and https://huggingface.co/collections/nvidia/cosmos3. The project website is available at https://research.nvidia.com/labs/cosmos-lab/cosmos3.


翻译:暂无翻译

0
下载
关闭预览

相关内容

ACM/IEEE第23届模型驱动工程语言和系统国际会议,是模型驱动软件和系统工程的首要会议系列,由ACM-SIGSOFT和IEEE-TCSE支持组织。自1998年以来,模型涵盖了建模的各个方面,从语言和方法到工具和应用程序。模特的参加者来自不同的背景,包括研究人员、学者、工程师和工业专业人士。MODELS 2019是一个论坛,参与者可以围绕建模和模型驱动的软件和系统交流前沿研究成果和创新实践经验。今年的版本将为建模社区提供进一步推进建模基础的机会,并在网络物理系统、嵌入式系统、社会技术系统、云计算、大数据、机器学习、安全、开源等新兴领域提出建模的创新应用以及可持续性。 官网链接:http://www.modelsconference.org/
【NVDIA】Cosmos世界基础模型平台用于物理人工智能
专知会员服务
28+阅读 · 2025年1月13日
NeurIPS 2024 | WKM: 增强智能体规划的世界知识模型
专知会员服务
30+阅读 · 2024年10月24日
Into the Metaverse,93页ppt介绍元宇宙概念、应用、趋势
专知会员服务
49+阅读 · 2022年2月19日
三维重建 3D reconstruction 有哪些实用算法?
极市平台
13+阅读 · 2020年2月23日
Hierarchically Structured Meta-learning
CreateAMind
27+阅读 · 2019年5月22日
Unsupervised Learning via Meta-Learning
CreateAMind
44+阅读 · 2019年1月3日
meta learning 17年:MAML SNAIL
CreateAMind
11+阅读 · 2019年1月2日
A Technical Overview of AI & ML in 2018 & Trends for 2019
待字闺中
18+阅读 · 2018年12月24日
概率图模型体系:HMM、MEMM、CRF
机器学习研究会
30+阅读 · 2018年2月10日
国家自然科学基金
0+阅读 · 2017年12月31日
国家自然科学基金
0+阅读 · 2015年12月31日
国家自然科学基金
2+阅读 · 2015年12月31日
国家自然科学基金
1+阅读 · 2015年12月31日
国家自然科学基金
0+阅读 · 2015年12月31日
国家自然科学基金
0+阅读 · 2014年12月31日
国家自然科学基金
2+阅读 · 2014年12月31日
国家自然科学基金
0+阅读 · 2014年12月31日
VIP会员
最新内容
边缘计算的军事应用
专知会员服务
6+阅读 · 8月9日
一种考虑资源机动性的武器目标分配混合算法
专知会员服务
8+阅读 · 8月8日
《多域冲突比较支持模型》60页
专知会员服务
13+阅读 · 8月7日
相关基金
国家自然科学基金
0+阅读 · 2017年12月31日
国家自然科学基金
0+阅读 · 2015年12月31日
国家自然科学基金
2+阅读 · 2015年12月31日
国家自然科学基金
1+阅读 · 2015年12月31日
国家自然科学基金
0+阅读 · 2015年12月31日
国家自然科学基金
0+阅读 · 2014年12月31日
国家自然科学基金
2+阅读 · 2014年12月31日
国家自然科学基金
0+阅读 · 2014年12月31日
Top
微信扫码咨询专知VIP会员