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Computer Science

D-Index
41
Citations
20196
World Ranking
8567
National Ranking
3663

Overview

Ishan Misra is a researcher affiliated with Facebook in the United States, with a primary focus in the field of Computer Science. Their research contributions span several subfields, particularly in Computer Vision and Pattern Recognition, Artificial Intelligence, Biomedical Engineering, Geology, and Computational Mechanics.

Their work largely addresses topics within Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, and Advanced Neural Network Applications. Other prominent research topics include Advanced Image and Video Retrieval Techniques, Video Analysis and Summarization, Generative Adversarial Networks and Image Synthesis, and Human Pose and Action Recognition.

Misra's publication record includes numerous contributions to well-known venues. Their frequent publication outlets include:

  • arXiv (Cornell University)
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Zenodo (CERN European Organization for Nuclear Research)
  • Biomicrofluidics

Several notable papers from their recent publications encompass:

  • Emerging Properties in Self-Supervised Vision Transformers, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • Unsupervised Learning of Visual Features by Contrasting Cluster Assignments, 2020, arXiv (Cornell University)
  • DINOv2: Learning Robust Visual Features without Supervision, 2023, arXiv (Cornell University)
  • Barlow Twins: Self-Supervised Learning via Redundancy Reduction, 2021, arXiv (Cornell University)
  • MDETR - Modulated Detection for End-to-End Multi-Modal Understanding, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Ishan Misra frequently collaborates with other researchers in their field. Their main coauthors include:

  • Rohit Girdhar
  • Armand Joulin
  • Mannat Singh
  • Piotr Bojanowski
  • Mathilde Caron

Best Publications

  • Emerging Properties in Self-Supervised Vision Transformers

    Mathilde Caron;Hugo Touvron;Hugo Touvron;Ishan Misra;Hervé Jégou

  • Emerging Properties in Self-Supervised Vision Transformers

    Mathilde Caron;Hugo Touvron;Hugo Touvron;Ishan Misra;Hervé Jégou

  • Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

    Mathilde Caron;Ishan Misra;Julien Mairal;Priya Goyal

  • Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

    Mathilde Caron;Ishan Misra;Julien Mairal;Priya Goyal

  • DINOv2: Learning Robust Visual Features without Supervision

    Unknown

  • Cross-Stitch Networks for Multi-task Learning

    Ishan Misra;Abhinav Shrivastava;Abhinav Gupta;Martial Hebert

  • Self-Supervised Learning of Pretext-Invariant Representations

    Ishan Misra;Laurens van der Maaten

  • Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification

    Ishan Misra;C. Lawrence Zitnick;Martial Hebert

  • Barlow Twins: Self-Supervised Learning via Redundancy Reduction

    Jure Zbontar;Li Jing;Ishan Misra;yann lecun

  • ImageBind One Embedding Space to Bind Them All

    Unknown

  • Barlow Twins: Self-Supervised Learning via Redundancy Reduction

    Jure Zbontar;Li Jing;Ishan Misra;Yann LeCun

  • Detecting Twenty-thousand Classes using Image-level Supervision

    Unknown

  • MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding

    Aishwarya Kamath;Mannat Singh;Yann LeCun;Ishan Misra

  • MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding.

    Aishwarya Kamath;Mannat Singh;Yann LeCun;Ishan Misra

  • Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection

    Debidatta Dwibedi;Ishan Misra;Martial Hebert

  • Visual Storytelling

    Ting-Hao Kenneth Huang;Francis Ferraro;Nasrin Mostafazadeh;Ishan Misra

  • In Defense of Grid Features for Visual Question Answering

    Huaizu Jiang;Ishan Misra;Marcus Rohrbach;Erik Learned-Miller

  • Scaling and Benchmarking Self-Supervised Visual Representation Learning

    Priya Goyal;Dhruv Mahajan;Abhinav Gupta;Ishan Misra

  • Generating Natural Questions About an Image

    Nasrin Mostafazadeh;Ishan Misra;Jacob Devlin;Margaret Mitchell

  • Omnivore: A Single Model for Many Visual Modalities

    Unknown

  • Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

    Unknown

  • Self-Supervised Pretraining of 3D Features on any Point-Cloud

    Zaiwei Zhang;Rohit Girdhar;Armand Joulin;Ishan Misra

  • Self-Supervised Pretraining of 3D Features on any Point-Cloud

    Zaiwei Zhang;Rohit Girdhar;Armand Joulin;Ishan Misra

  • From Red Wine to Red Tomato: Composition with Context

    Ishan Misra;Abhinav Gupta;Martial Hebert

  • Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels

    Ishan Misra;C. Lawrence Zitnick;Margaret Mitchell;Ross Girshick

  • Cut and Learn for Unsupervised Object Detection and Instance Segmentation

    Unknown

  • Audio-Visual Instance Discrimination with Cross-Modal Agreement

    Pedro Morgado;Nuno Vasconcelos;Ishan Misra

  • Masked Siamese Networks for Label-Efficient Learning

    Unknown

  • Watch and learn: Semi-supervised learning of object detectors from videos

    Ishan Misra;Abhinav Shrivastava;Martial Hebert

  • Self-supervised Pretraining of Visual Features in the Wild

    Priya Goyal;Mathilde Caron;Benjamin Lefaudeux;Min Xu

  • Visual Storytelling

    Ting-Hao;Huang;Francis Ferraro;Nasrin Mostafazadeh

  • Does Object Recognition Work for Everyone

    Terrance DeVries;Ishan Misra;Changhan Wang;Laurens van der Maaten

Frequent Co-Authors

Martial Hebert
Martial Hebert Carnegie Mellon University
Armand Joulin
Armand Joulin Google (United States)
Laurens van der Maaten
Laurens van der Maaten Facebook (United States)
C. Lawrence Zitnick
C. Lawrence Zitnick Facebook (United States)
Ross Girshick
Ross Girshick Facebook (United States)
Margaret Mitchell
Margaret Mitchell Hugging Face
Piotr Bojanowski
Piotr Bojanowski Facebook (United States)
Abhinav Gupta
Abhinav Gupta Carnegie Mellon University
Abhinav Shrivastava
Abhinav Shrivastava University of Maryland, College Park
Julien Mairal
Julien Mairal French Institute for Research in Computer Science and Automation - INRIA

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