Ishan Misra

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 109

Top Venues

CoRR

CVPR

ICCV

ICLR

Publications

Xudong Wang, Trevor Darrell, Sai Saketh Rambhatla, Rohit Girdhar, Ishan Misra
InstanceDiffusion: Instance-level Control for Image Generation. CoRR (2024)
Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey, Abhishek Kadian, Ahmad Al-Dahle, Aiesha Letman, Akhil Mathur, Alan Schelten, Amy Yang, Angela Fan, Anirudh Goyal, Anthony Hartshorn, Aobo Yang, Archi Mitra, Archie Sravankumar, Artem Korenev, Arthur Hinsvark, Arun Rao, Aston Zhang, Aurélien Rodriguez, Austen Gregerson, Ava Spataru, Baptiste Rozière, Bethany Biron, Binh Tang, Bobbie Chern, Charlotte Caucheteux, Chaya Nayak, Chloe Bi, Chris Marra, Chris McConnell, Christian Keller, Christophe Touret, Chunyang Wu, Corinne Wong, Cristian Canton Ferrer, Cyrus Nikolaidis, Damien Allonsius, Daniel Song, Danielle Pintz, Danny Livshits, David Esiobu, Dhruv Choudhary, Dhruv Mahajan, Diego Garcia-Olano, Diego Perino, Dieuwke Hupkes, Egor Lakomkin, Ehab AlBadawy, Elina Lobanova, Emily Dinan, Eric Michael Smith, Filip Radenovic, Frank Zhang, Gabriel Synnaeve, Gabrielle Lee, Georgia Lewis Anderson, Graeme Nail, Grégoire Mialon, Guan Pang, Guillem Cucurell, Hailey Nguyen, Hannah Korevaar, Hu Xu, Hugo Touvron, Iliyan Zarov, Imanol Arrieta Ibarra, Isabel M. Kloumann, Ishan Misra, Ivan Evtimov, Jade Copet, Jaewon Lee, Jan Geffert, Jana Vranes, Jason Park, Jay Mahadeokar, Jeet Shah, Jelmer van der Linde, Jennifer Billock, Jenny Hong, Jenya Lee, Jeremy Fu, Jianfeng Chi, Jianyu Huang, Jiawen Liu, Jie Wang, Jiecao Yu, Joanna Bitton, Joe Spisak, Jongsoo Park, Joseph Rocca, Joshua Johnstun, Joshua Saxe, Junteng Jia, Kalyan Vasuden Alwala, Kartikeya Upasani, Kate Plawiak, Ke Li, Kenneth Heafield, Kevin Stone, et al.
The Llama 3 Herd of Models. CoRR (2024)
Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mido Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
DINOv2: Learning Robust Visual Features without Supervision. Trans. Mach. Learn. Res. 2024 (2024)
Rohit Girdhar, Mannat Singh, Andrew Brown, Quentin Duval, Samaneh Azadi, Sai Saketh Rambhatla, Akbar Shah, Xi Yin, Devi Parikh, Ishan Misra
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning. CoRR (2023)
Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mahmoud Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael G. Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
DINOv2: Learning Robust Visual Features without Supervision. CoRR (2023)
Sachit Menon, Ishan Misra, Rohit Girdhar
Generating Illustrated Instructions. CoRR (2023)
Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
OmniMAE: Single Model Masked Pretraining on Images and Videos. CVPR (2023)
Sangwoo Mo, Jong-Chyi Su, Chih-Yao Ma, Mido Assran, Ishan Misra, Licheng Yu, Sean Bell
RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data. CoRR (2023)
Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
ImageBind: One Embedding Space To Bind Them All. CoRR (2023)
Xudong Wang, Ishan Misra, Ziyun Zeng, Rohit Girdhar, Trevor Darrell
VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation. CoRR (2023)
Yue Zhao, Ishan Misra, Philipp Krähenbühl, Rohit Girdhar
Learning Video Representations from Large Language Models. CVPR (2023)
Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Armand Joulin, Piotr Dollár, Christoph Feichtenhofer, Ross B. Girshick, Rohit Girdhar, Ishan Misra
The effectiveness of MAE pre-pretraining for billion-scale pretraining. CoRR (2023)
Sai Saketh Rambhatla, Ishan Misra, Rama Chellappa, Abhinav Shrivastava
MOST: Multiple Object localization with Self-supervised Transformers for object discovery. CoRR (2023)
Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross
Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups. ICCV (Workshops) (2023)
Sai Saketh Rambhatla, Ishan Misra, Rama Chellappa, Abhinav Shrivastava
MOST: Multiple Object localization with Self-supervised Transformers for object discovery. ICCV (2023)
Sangwoo Mo, Jong-Chyi Su, Chih-Yao Ma, Mido Assran, Ishan Misra, Licheng Yu, Sean Bell
RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data. ICLR (2023)
Xudong Wang, Rohit Girdhar, Stella X. Yu, Ishan Misra
Cut and Learn for Unsupervised Object Detection and Instance Segmentation. CoRR (2023)
Nur Muhammad (Mahi) Shafiullah, Anant Rai, Haritheja Etukuru, Yiqian Liu, Ishan Misra, Soumith Chintala, Lerrel Pinto
On Bringing Robots Home. CoRR (2023)
Mido Assran, Randall Balestriero, Quentin Duval, Florian Bordes, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Nicolas Ballas
The hidden uniform cluster prior in self-supervised learning. ICLR (2023)
Feng Liang, Bichen Wu, Jialiang Wang, Licheng Yu, Kunpeng Li, Yinan Zhao, Ishan Misra, Jia-Bin Huang, Peizhao Zhang, Peter Vajda, Diana Marculescu
FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis. CoRR (2023)
Mahmoud Assran, Quentin Duval, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Yann LeCun, Nicolas Ballas
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture. CoRR (2023)
Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Armand Joulin, Piotr Dollár, Christoph Feichtenhofer, Ross B. Girshick, Rohit Girdhar, Ishan Misra
The effectiveness of MAE pre-pretraining for billion-scale pretraining. ICCV (2023)
Yang Fu, Ishan Misra, Xiaolong Wang
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Poses. ICML (2023)
Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
ImageBind One Embedding Space to Bind Them All. CVPR (2023)
Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities. CoRR (2023)
Sagar Vaze, Nicolas Carion, Ishan Misra
GeneCIS: A Benchmark for General Conditional Image Similarity. CVPR (2023)
Mahmoud Assran, Quentin Duval, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Yann LeCun, Nicolas Ballas
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture. CVPR (2023)
Xudong Wang, Rohit Girdhar, Stella X. Yu, Ishan Misra
Cut and Learn for Unsupervised Object Detection and Instance Segmentation. CVPR (2023)
Sagar Vaze, Nicolas Carion, Ishan Misra
GeneCIS: A Benchmark for General Conditional Image Similarity. CoRR (2023)
Sai Saketh Rambhatla, Ishan Misra
SelfEval: Leveraging the discriminative nature of generative models for evaluation. CoRR (2023)
Quentin Duval, Ishan Misra, Nicolas Ballas
A Simple Recipe for Competitive Low-compute Self supervised Vision Models. CoRR (2023)
Xingyi Zhou, Rohit Girdhar, Armand Joulin, Philipp Krähenbühl, Ishan Misra
Detecting Twenty-Thousand Classes Using Image-Level Supervision. ECCV (9) (2022)
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael G. Rabbat, Nicolas Ballas
Masked Siamese Networks for Label-Efficient Learning. CoRR (2022)
Karan Desai, Ishan Misra, Justin Johnson, Laurens van der Maaten
Scaling up Instance Segmentation using Approximately Localized Phrases. BMVC (2022)
Priya Goyal, Quentin Duval, Isaac Seessel, Mathilde Caron, Ishan Misra, Levent Sagun, Armand Joulin, Piotr Bojanowski
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision. CoRR (2022)
Mahmoud Assran, Randall Balestriero, Quentin Duval, Florian Bordes, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Nicolas Ballas
The Hidden Uniform Cluster Prior in Self-Supervised Learning. CoRR (2022)
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Mike Rabbat, Nicolas Ballas
Masked Siamese Networks for Label-Efficient Learning. ECCV (31) (2022)
Randall Balestriero, Ishan Misra, Yann LeCun
A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments. CoRR (2022)
Yue Zhao, Ishan Misra, Philipp Krähenbühl, Rohit Girdhar
Learning Video Representations from Large Language Models. CoRR (2022)
Yang Fu, Ishan Misra, Xiaolong Wang
Multiplane NeRF-Supervised Disentanglement of Depth and Camera Pose from Videos. CoRR (2022)
Rohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra
Omnivore: A Single Model for Many Visual Modalities. CVPR (2022)
Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar
Masked-attention Mask Transformer for Universal Image Segmentation. CVPR (2022)
Rohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra
Omnivore: A Single Model for Many Visual Modalities. CoRR (2022)
Omri Puny, Matan Atzmon, Edward J. Smith, Ishan Misra, Aditya Grover, Heli Ben-Hamu, Yaron Lipman
Frame Averaging for Invariant and Equivariant Network Design. ICLR (2022)
Xingyi Zhou, Rohit Girdhar, Armand Joulin, Philipp Krähenbühl, Ishan Misra
Detecting Twenty-thousand Classes using Image-level Supervision. CoRR (2022)
Randall Balestriero, Ishan Misra, Yann LeCun
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training. NeurIPS (2022)
Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
OmniMAE: Single Model Masked Pretraining on Images and Videos. CoRR (2022)
Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny
Barlow Twins: Self-Supervised Learning via Redundancy Reduction. CoRR (2021)
Mandela Patrick, Dylan Campbell, Yuki M. Asano, Ishan Misra, Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, João F. Henriques
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers. NeurIPS (2021)
Omri Puny, Matan Atzmon, Heli Ben-Hamu, Edward J. Smith, Ishan Misra, Aditya Grover, Yaron Lipman
Frame Averaging for Invariant and Equivariant Network Design. CoRR (2021)
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael G. Rabbat
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples. ICCV (2021)
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
Emerging Properties in Self-Supervised Vision Transformers. ICCV (2021)
Pedro Morgado, Nuno Vasconcelos, Ishan Misra
Audio-Visual Instance Discrimination with Cross-Modal Agreement. CVPR (2021)
Pedro Morgado, Ishan Misra, Nuno Vasconcelos
Robust Audio-Visual Instance Discrimination. CVPR (2021)
Mandela Patrick, Po-Yao Huang, Ishan Misra, Florian Metze, Andrea Vedaldi, Yuki M. Asano, João F. Henriques
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning. ICCV (2021)
Mandela Patrick, Yuki Markus Asano, Bernie Huang, Ishan Misra, Florian Metze, João F. Henriques, Andrea Vedaldi
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning. CoRR (2021)
Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra
Self-Supervised Pretraining of 3D Features on any Point-Cloud. CoRR (2021)
Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu, Pengchao Wang, Vivek Pai, Mannat Singh, Vitaliy Liptchinsky, Ishan Misra, Armand Joulin, Piotr Bojanowski
Self-supervised Pretraining of Visual Features in the Wild. CoRR (2021)
Ishan Misra, Rohit Girdhar, Armand Joulin
An End-to-End Transformer Model for 3D Object Detection. CoRR (2021)
Ishan Misra, Rohit Girdhar, Armand Joulin
An End-to-End Transformer Model for 3D Object Detection. ICCV (2021)
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael G. Rabbat
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples. CoRR (2021)
Aishwarya Kamath, Mannat Singh, Yann LeCun, Ishan Misra, Gabriel Synnaeve, Nicolas Carion
MDETR - Modulated Detection for End-to-End Multi-Modal Understanding. CoRR (2021)
Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra
Self-Supervised Pretraining of 3D Features on any Point-Cloud. ICCV (2021)
Zhongzheng Ren, Ishan Misra, Alexander G. Schwing, Rohit Girdhar
3D Spatial Recognition Without Spatially Labeled 3D. CVPR (2021)
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
Emerging Properties in Self-Supervised Vision Transformers. CoRR (2021)
Bowen Cheng, Anwesa Choudhuri, Ishan Misra, Alexander Kirillov, Rohit Girdhar, Alexander G. Schwing
Mask2Former for Video Instance Segmentation. CoRR (2021)
Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar
Masked-attention Mask Transformer for Universal Image Segmentation. CoRR (2021)
Aishwarya Kamath, Mannat Singh, Yann LeCun, Gabriel Synnaeve, Ishan Misra, Nicolas Carion
MDETR - Modulated Detection for End-to-End Multi-Modal Understanding. ICCV (2021)
Pedro Morgado, Ishan Misra, Nuno Vasconcelos
Robust Audio-Visual Instance Discrimination. CoRR (2021)
Zhongzheng Ren, Ishan Misra, Alexander G. Schwing, Rohit Girdhar
3D Spatial Recognition without Spatially Labeled 3D. CoRR (2021)
Mandela Patrick, Dylan Campbell, Yuki Markus Asano, Ishan Misra, Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, João F. Henriques
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers. CoRR (2021)
Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny
Barlow Twins: Self-Supervised Learning via Redundancy Reduction. ICML (2021)
Xueting Yan, Ishan Misra, Abhinav Gupta, Deepti Ghadiyaram, Dhruv Mahajan
ClusterFit: Improving Generalization of Visual Representations. CVPR (2020)
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments. CoRR (2020)
Yutong Bai, Haoqi Fan, Ishan Misra, Ganesh Venkatesh, Yongyi Lu, Yuyin Zhou, Qihang Yu, Vikas Chandra, Alan L. Yuille
Can Temporal Information Help with Contrastive Self-Supervised Learning? CoRR (2020)
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments. NeurIPS (2020)
Ishan Misra, Laurens van der Maaten
Self-Supervised Learning of Pretext-Invariant Representations. CVPR (2020)
Pedro Morgado, Nuno Vasconcelos, Ishan Misra
Audio-Visual Instance Discrimination with Cross-Modal Agreement. CoRR (2020)
Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik G. Learned-Miller, Xinlei Chen
In Defense of Grid Features for Visual Question Answering. CVPR (2020)
Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik G. Learned-Miller, Xinlei Chen
In Defense of Grid Features for Visual Question Answering. CoRR (2020)
Nilesh Kulkarni, Ishan Misra, Shubham Tulsiani, Abhinav Gupta
3D-RelNet: Joint Object and Relational Network for 3D Prediction. CoRR (2019)
Terrance DeVries, Ishan Misra, Changhan Wang, Laurens van der Maaten
Does Object Recognition Work for Everyone? CVPR Workshops (2019)
Hexiang Hu, Ishan Misra, Laurens van der Maaten
Evaluating Text-to-Image Matching using Binary Image Selection (BISON). ICCV Workshops (2019)
Priya Goyal, Dhruv Mahajan, Abhinav Gupta, Ishan Misra
Scaling and Benchmarking Self-Supervised Visual Representation Learning. CoRR (2019)
Terrance DeVries, Ishan Misra, Changhan Wang, Laurens van der Maaten
Does Object Recognition Work for Everyone? CoRR (2019)
Ishan Misra, Laurens van der Maaten
Self-Supervised Learning of Pretext-Invariant Representations. CoRR (2019)
Hexiang Hu, Ishan Misra, Laurens van der Maaten
Binary Image Selection (BISON): Interpretable Evaluation of Visual Grounding. CoRR (2019)
Xueting Yan, Ishan Misra, Abhinav Gupta, Deepti Ghadiyaram, Dhruv Mahajan
ClusterFit: Improving Generalization of Visual Representations. CoRR (2019)
Nilesh Kulkarni, Ishan Misra, Shubham Tulsiani, Abhinav Gupta
3D-RelNet: Joint Object and Relational Network for 3D Prediction. ICCV (2019)
Priya Goyal, Dhruv Mahajan, Abhinav Gupta, Ishan Misra
Scaling and Benchmarking Self-Supervised Visual Representation Learning. ICCV (2019)
Angela H. Jiang, Daniel L.-K. Wong, Christopher Canel, Lilia Tang, Ishan Misra, Michael Kaminsky, Michael A. Kozuch, Padmanabhan Pillai, David G. Andersen, Gregory R. Ganger
Mainstream: Dynamic Stem-Sharing for Multi-Tenant Video Processing. USENIX Annual Technical Conference (2018)
Ishan Misra, Ross B. Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten
Learning by Asking Questions. CVPR (2018)
Debidatta Dwibedi, Ishan Misra, Martial Hebert
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection. CoRR (2017)
Debidatta Dwibedi, Ishan Misra, Martial Hebert
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection. ICCV (2017)
Ishan Misra, Abhinav Gupta, Martial Hebert
From Red Wine to Red Tomato: Composition with Context. CVPR (2017)
Ishan Misra, Ross B. Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten
Learning by Asking Questions. CoRR (2017)
Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
Generating Natural Questions About an Image. ACL (1) (2016)
Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Larry Zitnick, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
Generating Natural Questions About an Image. CoRR (2016)
Ishan Misra, C. Lawrence Zitnick, Martial Hebert
Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification. ECCV (1) (2016)
Ishan Misra, C. Lawrence Zitnick, Margaret Mitchell, Ross B. Girshick
Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels. CVPR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ishan Misra