Sumit Chopra
2001–2026 年に発表
- 別表記
- Sumit, Chopra
- 68
- 論文数
- 19,779
- 被引用数
- 28
- h 指数
- 36
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science80.3%
- Engineering7.7%
- Medicine4.3%
- Biochemistry, Genetics and Molecular Biology1.3%
- Neuroscience1%
- Social Sciences0.9%
- その他4.5%
トピック
- Topic Modeling10.2%
- Natural Language Processing Techniques7.4%
- Multimodal Machine Learning Applications5.3%
- Domain Adaptation and Few-Shot Learning4.6%
- Advanced Image and Video Retrieval Techniques4%
- Advanced Neural Network Applications2.5%
- その他66%
共著者
- Jason Weston12
- Marc'Aurelio Ranzato10
- Daniel K. Sodickson9
- Yann LeCun8
- Antoine Bordes7
- Divyam Madaan7
- Kyunghyun Cho6
- Suhrid Balakrishnan5
- Alexander M. Rush4
- Angela Tong4
- Hersh Chandarana4
- Luke Ginocchio4
- Raia Hadsell4
- Alexander H. Miller3
- Arda Atalik3
- Arthur Szlam3
- Fu Jie Huang3
- Patricia M. Johnson3
- Revant Teotia3
- Srinivas Bangalore3
- Tarun Dutt3
- Aaron Daluiski2
- Anant Gupta2
- Anchal Nayyar2
全論文
- Dimensionality Reduction by Learning an Invariant Mapping
著者: Raia Hadsell, Sumit Chopra, Yann LeCun - IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06), CVPR (2) 2006 被引用: 5,210
- Learning a Similarity Metric Discriminatively, with Application to Face Verification
著者: Sumit Chopra, Raia Hadsell, Yann LeCun - IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), CVPR (1) 2005 被引用: 3,935
- Sequence Level Training with Recurrent Neural Networks
著者: Marc'Aurelio Ranzato, Sumit Chopra, Michael Auli, Wojciech Zaremba - International Conference on Learning Representations, ICLR (Poster) 2016 被引用: 989
- Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
著者: Jason Weston, Antoine Bordes, Sumit Chopra, Alexander M. Rush, Bart van Merriënboer, Armand Joulin, Tomáš Mikolov - International Conference on Learning Representations, ICLR (Poster) 2016 被引用: 758
- Memory Networks
著者: Jason Weston, Sumit Chopra, Antoine Bordes - http://arxiv.org/pdf/1410.3916.pdf, ICLR 2014 被引用: 610
- Deep neural network improves fracture detection by clinicians
著者: Robert V. Lindsey, Aaron Daluiski, Sumit Chopra, Alexander Lachapelle, Michael Mozer, Serge Sicular, Douglas Hanel, Michael Gardner, Anurag Gupta, Robert Hotchkiss, Hollis Potter - National Academy of Sciences, Proc. Natl. Acad. Sci. USA 2018 被引用: 617
- A Tutorial on Energy-Based Learning
著者: Yann LeCun, Sumit Chopra, Raia Hadsell, Aurelio Ranzato, Fu Jie Huang - http://yann.lecun.com/exdb/publis/psgz/lecun-06.ps.gz 2006 被引用: 794
- Energy-Based Models
著者: Yann LeCun, Sumit Chopra, Raia Hadsell, Marc’Aurelio Ranzato, Fu Jie Huang - The MIT Press eBooks 2007 被引用: 220
- Large-scale Simple Question Answering with Memory Networks
著者: Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston - arXiv (Cornell University), CoRR 2015 被引用: 565
- Question Answering with Subgraph Embeddings
著者: Antoine Bordes, Sumit Chopra, Jason Weston - Conference on Empirical Methods in Natural Language Processing (EMNLP) 2014 被引用: 645
- Assessment of a deep-learning system for fracture detection in musculoskeletal radiographs
著者: Rebecca M. Jones, Anuj Sharma, Robert Hotchkiss, John W. Sperling, Jackson Hamburger, Christian Ledig, Robert O'Toole, Michael Gardner, Srivas Venkatesh, Matthew M. Roberts, Romain Sauvestre, Max Shatkhin, Anant Gupta, Sumit Chopra, Manickam Kumaravel, Aaron Daluiski, Will Plogger, Jason Nascone, Hollis Potter, Robert V. Lindsey - npj Digital Medicine, npj Digit. Medicine 2020 被引用: 131
- Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
著者: Sumit Chopra, Michael Auli, Alexander M. Rush - Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, HLT-NAACL 2016 被引用: 932
- A Neural Attention Model for Abstractive Sentence Summarization
著者: Alexander M. Rush, Sumit Chopra, Jason Weston - Conference on Empirical Methods in Natural Language Processing, EMNLP 2015 被引用: 705
- Efficient Learning of Sparse Representations with an Energy-Based Model
著者: Marc'Aurelio Ranzato, Christopher S. Poultney, Sumit Chopra, Yann LeCun - The MIT Press eBooks, NIPS 2006 被引用: 1,403
- Video (language) modeling: a baseline for generative models of natural videos
著者: Marc'Aurelio Ranzato, Arthur Szlam, Joan Bruna, Michaël Mathieu, Ronan Collobert, Sumit Chopra - arXiv (Cornell University), CoRR 2014 被引用: 310
- The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations
著者: Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston - ICLR 2016 被引用: 334
- FastMRI Prostate: A public, biparametric MRI dataset to advance machine learning for prostate cancer imaging
著者: Radhika Tibrewala, Tarun Dutt, Angela Tong, Luke Ginocchio, Riccardo Lattanzi, Mahesh Keerthivasan, Steven H. Baete, Sumit Chopra, Yvonne W. Lui, Daniel K. Sodickson, Hersh Chandarana, Patricia M. Johnson - Scientific Data 2024 被引用: 28
- Learning Longer Memory in Recurrent Neural Networks
著者: Tomás Mikolov, Armand Joulin, Sumit Chopra, Michaël Mathieu, Marc'Aurelio Ranzato - ICLR (Workshop) 2015 被引用: 200
- Proceedings of the 2nd Workshop on New Frontiers in Summarization
著者: Vaishali Pal, Irshad Bhat, Manish Shrivastava, Adam Trischler, Tong Wang, Xingdi Yuan, Justin Har- Ris, Alessandro Sordoni, Phillip Bachman, Ka- Heer Suleman, Sanghwan Bae, Taeuk Kim, Jihoon Kim, Sang-Goo Lee, Julius Steen, Katja Markert, Maximin Coavoux, Hady Elsahar, Matthias Gall, Anastassia Kornilova, Vlad Eidelman, Edward Moroshko, Guy Feigenblat, Haggai Roitman, David Konopnicki, Kristjan Arumae, Parminder Bhatia, Fei Liu, Bogdan Gliwa, Iwona Mochol, Maciej Biesek, Aleksander Wawer, Sangwoo Cho, Chen Li, Dong, Hassan Foroosh, Kurt Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, Jamie Taylor, Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron Courville, Yoshua Bengio, Yoshua Bengio, Yann Lecun, Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi, Yen-Chun Chen, Mohit Bansal, Sumit Chopra, Michael Auli, Alexander Rush, Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Greg Durrett, Taylor Berg-Kirkpatrick, Dan Klein, Romain Paulus, Caiming Xiong, Richard Socher, Aurelio Marc, Sumit Ranzato, Michael Chopra, Wojciech Auli, Zaremba, Alexander Rush, Sumit Chopra, Jason Weston, Abigail See, Peter Liu, Christopher Manning, Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang, Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan Gomez, ukasz Kaiser, Illia Polosukhin, Oriol Vinyals, Meire Fortunato, Navdeep Jaitly, Alex Wang, Kyunghyun Cho ほか 916 名 - 2019 被引用: 22
- Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems
著者: Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander H. Miller, Arthur Szlam, Jason Weston - ICLR (Poster) 2016 被引用: 81
- Energy-Based Models in Document Recognition and Computer Vision
著者: Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu Jie Huang - Conference on Document Analysis and Recognition, ICDAR 2007 被引用: 52
- FastMRI Prostate: A Publicly Available, Biparametric MRI Dataset to Advance Machine Learning for Prostate Cancer Imaging
著者: Radhika Tibrewala, Tarun Dutt, Angela Tong, Luke Ginocchio, Mahesh Bharath Keerthivasan, Steven H. Baete, Sumit Chopra, Yvonne W. Lui, Daniel K. Sodickson, Hersh Chandarana, Patricia M. Johnson - arXiv (Cornell University), CoRR 2023 被引用: 9
- Dialogue Learning With Human-In-The-Loop
著者: Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston - ICLR (Poster) 2017 被引用: 142
- BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports
著者: Yuxuan Chen, Haoyan Yang, Hengkai Pan, Fardeen Siddiqui, Antonio Verdone, Qingyang Zhang, Sumit Chopra, Chen Zhao, Yiqiu Shen - Workshop on Multimedia Computing for Health and Medicine, MCHM@MM 2024 被引用: 7
