Ishan Misra
RESEARCH SCIENTIST | NEW YORK CITY, UNITED STATES
Ishan is a research scientist at Facebook. He is currently working on Computer Vision and Machine Learning. His research interest is in reducing the need for supervision in visual learning. He holds a PhD from the Robotics Institute at Carnegie Mellon University and graduated in 2018 when he joined FAIR.
Ishan's Work
Ishan's Publications
July 29, 2024
COMPUTER VISION
CORE MACHINE LEARNING
Factorizing Text-to-Video Generation by Explicit Image Conditioning
Rohit Girdhar, Mannat Singh, Andrew Brown, Quentin Duval, Samaneh Azadi, Saketh Rambhatla, Mian Akbar Shah, Xi Yin, Devi Parikh, Ishan Misra
July 29, 2024
April 23, 2024
CONVERSATIONAL AI
GRAPHICS
Generating Illustrated Instructions
Sachit Menon, Ishan Misra, Rohit Girdhar
April 23, 2024
October 02, 2023
COMPUTER VISION
The effectiveness of MAE pre-pretraining for billion-scale pretraining
Mannat Singh, Quentin Duval, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Piotr Dollar, Christoph Feichtenhofer, Ross Girshick, Rohit Girdhar, Ishan Misra
October 02, 2023
June 18, 2023
CORE MACHINE LEARNING
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
Mido Assran, Quentin Duval, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Mike Rabbat, Yann LeCun, Nicolas Ballas
June 18, 2023
May 09, 2023
COMPUTER VISION
ImageBind: One Embedding Space To Bind Them All
Rohit Girdhar, Alaa El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
May 09, 2023
July 26, 2022
RESEARCH
COMPUTER VISION
Detecting Twenty-thousand Classes using Image-level Supervision
Ishan Misra, Armand Joulin, Rohit Girdhar, Xingyi Zhou, Phillip Krahenbuhl
July 26, 2022
July 07, 2022
Omnivore: A Single Model for Many Visual Modalities
Ishan Misra, Armand Joulin, Laurens van der Maaten, Mannat Singh, Nikhila Ravi, Rohit Girdhar
July 07, 2022
December 02, 2020
RESEARCH
COMPUTER VISION
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Armand Joulin, Ishan Misra, Mathilde Caron, Piotr Bojanowski, Priya Goyal, Julien Mairal
December 02, 2020
November 04, 2020
RESEARCH
COMPUTER VISION
Audio-Visual Instance Discrimination
Ishan Misra, Nuno Vasconcelos, Pedro Morgado
November 04, 2020
June 09, 2020
COMPUTER VISION
ML APPLICATIONS
Self-Supervised Learning of Pretext-Invariant Representations
June 09, 2020
May 18, 2020
RESEARCH
COMPUTER VISION
ClusterFit: Improving Generalization of Visual Representations
Dhruv Mahajan, Abhinav Gupta, Deepti Ghadiyaram, Ishan Misra, Xueting Yan
May 18, 2020
August 16, 2019
RESEARCH
COMPUTER VISION
Scaling and Benchmarking Self-Supervised Visual Representation Learning
Priya Goyal, Abhinav Gupta, Dhruv Mahajan, Ishan Misra
August 16, 2019
Foundational models
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