Tanmay Gupta

According to our database, Tanmay Gupta authored at least 31 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A robust approach to shear strength prediction of reinforced concrete deep beams using ensemble learning with SHAP interpretability.

Achyut Tiwari, Ashok Kumar Gupta, Tanmay Gupta

Soft Comput., April, 2024

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models.

Matt Deitke, Christopher Clark, Sangho Lee, Rohun Tripathi, Yue Yang, Jae Sung Park, Mohammadreza Salehi, Niklas Muennighoff, Kyle Lo, Luca Soldaini, Jiasen Lu, Taira Anderson, Erin Bransom, Kiana Ehsani, Huong Ngo, Yen-Sung Chen, Ajay Patel, Mark Yatskar, Chris Callison-Burch, Andrew Head, Rose Hendrix, Favyen Bastani, Eli VanderBilt, Nathan Lambert, Yvonne Chou, Arnavi Chheda, Jenna Sparks, Sam Skjonsberg, Michael Schmitz, Aaron Sarnat, Byron Bischoff, Pete Walsh, Chris Newell, Piper Wolters, Tanmay Gupta, Kuo-Hao Zeng, Jon Borchardt, Dirk Groeneveld, Jen Dumas, Crystal Nam, Sophie Lebrecht, Caitlin Wittlif, Carissa Schoenick, Oscar Michel, Ranjay Krishna, Luca Weihs, Noah A. Smith, Hannaneh Hajishirzi, Ross B. Girshick, Ali Farhadi, Aniruddha Kembhavi

CoRR, 2024

CodeNav: Beyond tool-use to using real-world codebases with LLM agents.

Tanmay Gupta, Luca Weihs, Aniruddha Kembhavi

CoRR, 2024

Task Me Anything.

Jieyu Zhang, Weikai Huang, Zixian Ma, Oscar Michel, Dong He, Tanmay Gupta, Wei-Chiu Ma, Ali Farhadi, Aniruddha Kembhavi, Ranjay Krishna

CoRR, 2024

WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration.

Heyi Tao, Sethuraman TV, Michal Shlapentokh-Rothman, Tanmay Gupta, Heng Ji, Derek Hoiem

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration.

Abby O'Neill, Abdul Rehman, Abhiram Maddukuri, Abhishek Gupta, Abhishek Padalkar, Abraham Lee, Acorn Pooley, Agrim Gupta, Ajay Mandlekar, Ajinkya Jain, Albert Tung, Alex Bewley, Alexander Herzog, Alex Irpan, Alexander Khazatsky, Anant Rai, Anchit Gupta, Andrew Wang, Anikait Singh, Animesh Garg, Aniruddha Kembhavi, Annie Xie, Anthony Brohan, Antonin Raffin, Archit Sharma, Arefeh Yavary, Arhan Jain, Ashwin Balakrishna, Ayzaan Wahid, Ben Burgess-Limerick, Beomjoon Kim, Bernhard Schölkopf, Blake Wulfe, Brian Ichter, Cewu Lu, Charles Xu, Charlotte Le, Chelsea Finn, Chen Wang, Chenfeng Xu, Cheng Chi, Chenguang Huang, Christine Chan, Christopher Agia, Chuer Pan, Chuyuan Fu, Coline Devin, Danfei Xu, Daniel Morton, Danny Driess, Daphne Chen, Deepak Pathak, Dhruv Shah, Dieter Büchler, Dinesh Jayaraman, Dmitry Kalashnikov, Dorsa Sadigh, Edward Johns, Ethan Paul Foster, Fangchen Liu, Federico Ceola, Fei Xia, Feiyu Zhao, Freek Stulp, Gaoyue Zhou, Gaurav S. Sukhatme, Gautam Salhotra, Ge Yan, Gilbert Feng, Giulio Schiavi, Glen Berseth, Gregory Kahn, Guanzhi Wang, Hao Su, Haoshu Fang, Haochen Shi, Henghui Bao, Heni Ben Amor, Henrik I. Christensen, Hiroki Furuta, Homer Walke, Hongjie Fang, Huy Ha, Igor Mordatch, Ilija Radosavovic, Isabel Leal, Jacky Liang, Jad Abou-Chakra, Jaehyung Kim, Jaimyn Drake, Jan Peters, Jan Schneider, Jasmine Hsu, Jeannette Bohg, Jeffrey Bingham, Jeffrey Wu, Jensen Gao, Jiaheng Hu, Jiajun Wu, Jialin Wu, Jiankai Sun, Jianlan Luo, Jiayuan Gu, Jie Tan, Jihoon Oh, Jimmy Wu, Jingpei Lu, Jingyun Yang, Jitendra Malik, João Silvério, Joey Hejna, Jonathan Booher, Jonathan Tompson, Jonathan Yang, Jordi Salvador, Joseph J. Lim, Junhyek Han, Kaiyuan Wang, Kanishka Rao, Karl Pertsch, Karol Hausman, Keegan Go, Keerthana Gopalakrishnan, Ken Goldberg, Kendra Byrne, Kenneth Oslund, Kento Kawaharazuka, Kevin Black, Kevin Lin, Kevin Zhang, Kiana Ehsani, Kiran Lekkala, Kirsty Ellis, Krishan Rana, Krishnan Srinivasan, Kuan Fang, Kunal Pratap Singh, Kuo-Hao Zeng, Kyle Hatch, Kyle Hsu, Laurent Itti, Lawrence Yunliang Chen, Lerrel Pinto, Li Fei-Fei, Liam Tan, Linxi Jim Fan, Lionel Ott, Lisa Lee, Luca Weihs, Magnum Chen, Marion Lepert, Marius Memmel, Masayoshi Tomizuka, Masha Itkina, Mateo Guaman Castro, Max Spero, Maximilian Du, Michael Ahn, Michael C. Yip, Mingtong Zhang, Mingyu Ding, Minho Heo, Mohan Kumar Srirama, Mohit Sharma, Moo Jin Kim, Naoaki Kanazawa, Nicklas Hansen, Nicolas Heess, Nikhil J. Joshi, Niko Sünderhauf, Ning Liu, Norman Di Palo, Nur Muhammad (Mahi) Shafiullah, Oier Mees, Oliver Kroemer, Osbert Bastani, Pannag R. Sanketi, Patrick Tree Miller, Patrick Yin, Paul Wohlhart, Peng Xu, Peter David Fagan, Peter Mitrano, Pierre Sermanet, Pieter Abbeel, Priya Sundaresan, Qiuyu Chen, Quan Vuong, Rafael Rafailov, Ran Tian, Ria Doshi, Roberto Martín-Martín, Rohan Baijal, Rosario Scalise, Rose Hendrix, Roy Lin, Runjia Qian, Ruohan Zhang, Russell Mendonca, Rutav Shah, Ryan Hoque, Ryan Julian, Samuel Bustamante, Sean Kirmani, Sergey Levine, Shan Lin, Sherry Moore, Shikhar Bahl, Shivin Dass, Shubham D. Sonawani, Shuran Song, Sichun Xu, Siddhant Haldar, Siddharth Karamcheti, Simeon Adebola, Simon Guist, Soroush Nasiriany, Stefan Schaal, Stefan Welker, Stephen Tian, Subramanian Ramamoorthy, Sudeep Dasari, Suneel Belkhale, Sungjae Park, Suraj Nair, Suvir Mirchandani, Takayuki Osa, Tanmay Gupta, Tatsuya Harada, Tatsuya Matsushima, Ted Xiao, Thomas Kollar, Tianhe Yu, Tianli Ding, Todor Davchev, Tony Z. Zhao, Travis Armstrong, Trevor Darrell, Trinity Chung, Vidhi Jain, Vincent Vanhoucke, Wei Zhan, Wenxuan Zhou, Wolfram Burgard, Xi Chen, Xiaolong Wang, Xinghao Zhu, Xinyang Geng, Xiyuan Liu, Liangwei Xu, Xuanlin Li, Yao Lu, Yecheng Jason Ma, Yejin Kim, Yevgen Chebotar, Yifan Zhou, Yifeng Zhu, Yilin Wu, Ying Xu, Yixuan Wang, Yonatan Bisk, Yoonyoung Cho, Youngwoon Lee, Yuchen Cui, Yue Cao, Yueh-Hua Wu, Yujin Tang, Yuke Zhu, Yunchu Zhang, Yunfan Jiang, Yunshuang Li, Yunzhu Li, Yusuke Iwasawa, Yutaka Matsuo, Zehan Ma, Zhuo Xu, Zichen Jeff Cui, Zichen Zhang, Zipeng Lin

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

m &m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks.

Zixian Ma, Weikai Huang, Jieyu Zhang, Tanmay Gupta, Ranjay Krishna

Proceedings of the Computer Vision - ECCV 2024, 2024

SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World.

Kiana Ehsani, Tanmay Gupta, Rose Hendrix, Jordi Salvador, Luca Weihs, Kuo-Hao Zeng, Kunal Pratap Singh, Yejin Kim, Winson Han, Alvaro Herrasti, Ranjay Krishna, Dustin Schwenk, Eli VanderBilt, Aniruddha Kembhavi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Selective "Selective Prediction": Reducing Unnecessary Abstention in Vision-Language Reasoning.

Tejas Srinivasan, Jack Hessel, Tanmay Gupta, Bill Yuchen Lin, Yejin Choi, Jesse Thomason, Khyathi Raghavi Chandu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World.

Kiana Ehsani, Tanmay Gupta, Rose Hendrix, Jordi Salvador, Luca Weihs, Kuo-Hao Zeng, Kunal Pratap Singh, Yejin Kim, Winson Han, Alvaro Herrasti, Ranjay Krishna, Dustin Schwenk, Eli VanderBilt, Aniruddha Kembhavi

CoRR, 2023

OBJECT 3DIT: Language-guided 3D-aware Image Editing.

Oscar Michel, Anand Bhattad, Eli VanderBilt, Ranjay Krishna, Aniruddha Kembhavi, Tanmay Gupta

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Visual Programming: Compositional visual reasoning without training.

Tanmay Gupta, Aniruddha Kembhavi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

GRIT: General Robust Image Task Benchmark.

Tanmay Gupta, Ryan Marten, Aniruddha Kembhavi, Derek Hoiem

CoRR, 2022

Webly Supervised Concept Expansion for General Purpose Vision Models.

Amita Kamath, Christopher Clark, Tanmay Gupta, Eric Kolve, Derek Hoiem, Aniruddha Kembhavi

Proceedings of the Computer Vision - ECCV 2022, 2022

Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture.

Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Towards General Purpose Vision Systems.

Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem

CoRR, 2021

Learning Curves for Analysis of Deep Networks.

Derek Hoiem, Tanmay Gupta, Zhizhong Li, Michal Shlapentokh-Rothman

Proceedings of the 38th International Conference on Machine Learning, 2021

Visual Semantic Role Labeling for Video Understanding.

Arka Sadhu, Tanmay Gupta, Mark Yatskar, Ram Nevatia, Aniruddha Kembhavi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Representations from vision and language

Tanmay Gupta

PhD thesis, 2020

Contrastive Learning for Weakly Supervised Phrase Grounding.

Tanmay Gupta, Arash Vahdat, Gal Chechik, Xiaodong Yang, Jan Kautz, Derek Hoiem

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques.

Tanmay Gupta, Alexander G. Schwing, Derek Hoiem

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

ViCo: Word Embeddings From Visual Co-Occurrences.

Tanmay Gupta, Alexander G. Schwing, Derek Hoiem

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

No-Frills Human-Object Interaction Detection: Factorization, Appearance and Layout Encodings, and Training Techniques.

Tanmay Gupta, Alexander G. Schwing, Derek Hoiem

CoRR, 2018

Imagine This! Scripts to Compositions to Videos.

Tanmay Gupta, Dustin Schwenk, Ali Farhadi, Derek Hoiem, Aniruddha Kembhavi

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Decentralized Random Walk-Based Data Collection in Networks.

Iqra Altaf Gillani, Amitabha Bagchi, Pooja Vyavahare, Tanmay Gupta

CoRR, 2017

Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks.

Tanmay Gupta, Kevin J. Shih, Saurabh Singh, Derek Hoiem

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

3DFS: Deformable Dense Depth Fusion and Segmentation for Object Reconstruction from a Handheld Camera.

Tanmay Gupta, Daeyun Shin, Naren Sivagnanadasan, Derek Hoiem

CoRR, 2016

Application of Statistical Bolstering Methodology to Real World Measure Analytics.

Hanzhi Zhu, Gerardo Soto-Campos, Julianna Kohler, Prerna Patil, Tanmay Gupta, Preyanshu Gupta, Elisabeth Scheufele

Proceedings of the Summit on Clinical Research Informatics, 2016

2015

Completing 3D object shape from one depth image.

Jason Rock, Tanmay Gupta, Justin Thorsen, JunYoung Gwak, Daeyun Shin, Derek Hoiem

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

A General Propensity Matching Algorithm to Control for Potential Confounders in Observational Studies using Outcomes Miner.

Julianna Kohler, Manigandan Easwaran, Gerardo Soto-Campos, Tanmay Gupta, Santhosh Narayanan, Elisabeth Scheufele, Matvey B. Palchuk

Proceedings of the AMIA 2014, 2014

2005

An Architecture for Congestion Management in Ethernet Clusters.

Gary L. McAlpine, Manoj Wadekar, Tanmay Gupta, Alan Crouch, Donald Newell

Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005