基本信息
浏览量:770
职业迁徙
个人简介
My current primary interest is to build a household robot that helps me with all kinds of chores. To help this robot reason well with little data, I want to build a world simulator (so that it can rollout scenarios in it’s head and pick the best ones). To build this world simulator, I’ve been interested in multi-modal models (that combine vision, speech, text, robots), generative models (for vision and speech) and efficient representations for encoding the human-centric world.
My secondary interests are in research that intersects between Computer Systems and Machine Learning, partly motivated by my work on Machine Learning Platforms.
I often try to avoid toy or hypothetical problems, even as proxies and ground my research towards applications with obvious benefits. I am not a theoretician for the lack of aptitude or focus, I respect those who make progress in theory.
I’ve made some progress on exploring my research interests.
In the past, I’ve worked on robotics, object and human detection, generative modeling of {images, videos}, AI for video games, ML systems research. Some of my most cited work is on Generative Adversarial networks (GANs), where I co-authored three well-cited papers: LAPGAN (demo), DCGAN (code/demo) and Wasserstein GAN.
My secondary interests are in research that intersects between Computer Systems and Machine Learning, partly motivated by my work on Machine Learning Platforms.
I often try to avoid toy or hypothetical problems, even as proxies and ground my research towards applications with obvious benefits. I am not a theoretician for the lack of aptitude or focus, I respect those who make progress in theory.
I’ve made some progress on exploring my research interests.
In the past, I’ve worked on robotics, object and human detection, generative modeling of {images, videos}, AI for video games, ML systems research. Some of my most cited work is on Generative Adversarial networks (GANs), where I co-authored three well-cited papers: LAPGAN (demo), DCGAN (code/demo) and Wasserstein GAN.
研究兴趣
论文共 46 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Jason Ansel, Edward Yang,Horace He,Natalia Gimelshein, Animesh Jain, Michael Voznesensky, Bin Bao, Peter Bell, David Berard, Evgeni Burovski,Geeta Chauhan, Anjali Chourdia,
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2 (2024)
Aadhithya Iyer, Zhuoran Peng, Yinlong Dai, Irmak Guzey,Siddhant Haldar,Soumith Chintala,Lerrel Pinto
arxiv(2024)
引用0浏览0引用
0
0
2023 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, ICRApp.5962-5969, (2023)
Nur Muhammad (Mahi) Shafiullah, Anant Rai, Haritheja Etukuru, Yiqian Liu, Ishan Misra,Soumith Chintala,Lerrel Pinto
CoRR (2023)
引用0浏览0EI引用
0
0
arxiv(2022)
引用2浏览0WOSEI引用
2
0
Yao-Yuan Yang, Moto Hira,Zhaoheng Ni, Anjali Chourdia, Artyom Astafurov, Caroline Chen,Ching-Feng Yeh,Christian Puhrsch, David Pollack,Dmitriy Genzel,Donny Greenberg, Edward Z. Yang,
CoRR (2022): 6982-6986
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn