← Authors

Ishan Misra

50 papers · 2015–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸ—ΊοΈ Taxonomy Completionist (69) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (10) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🏠 Conference Loyalist (23) πŸ”¬ Deep Specialist (14) 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (11) πŸ—ƒοΈ Keyword Collector (166) πŸ’Ž Century Club (50) ⚑ Prolific Year (5)

Conferences

CVPR (23) ICCV (12) ECCV (3) ICLR (3) ICML (3) NIPS (3) NAACL (2) ACL (1)

Top co-authors

Rohit Girdhar (16) Armand Joulin (11) Piotr Bojanowski (6) Mannat Singh (6) Abhinav Gupta (6) Martial Hebert (5) Ross Girshick (4) Margaret Mitchell (4) Nicolas Ballas (4) Yann LeCun (4)

Keywords

self-supervised learning (15) representation learning (13) object detection (6) semantic segmentation (5) image classification (5) contrastive learning (5) zero-shot learning (4) transfer learning (4) instance segmentation (4) unsupervised learning (4) diffusion model (3) vision transformer (3) point cloud (3) action recognition (3) convolutional neural network (3) multimodal learning (3) video understanding (3) audio-visual learning (3) multi-modal learning (3) transformer architecture (2)

Papers

LLMs can see and hear without any training ICML 2025
Generating Multi-Image Synthetic Data for Text-to-Image Customization ICCV 2025
FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis CVPR 2024
InstanceDiffusion: Instance-level Control for Image Generation CVPR 2024
VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation CVPR 2024
Factorizing Text-to-Video Generation by Explicit Image Conditioning ECCV 2024
Generating Illustrated Instructions CVPR 2024
OmniMAE: Single Model Masked Pretraining on Images and Videos CVPR 2023
ImageBind: One Embedding Space To Bind Them All CVPR 2023
Cut and Learn for Unsupervised Object Detection and Instance Segmentation CVPR 2023
Learning Video Representations From Large Language Models CVPR 2023
RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data ICLR 2023
The hidden uniform cluster prior in self-supervised learning ICLR 2023
The Effectiveness of MAE Pre-Pretraining for Billion-Scale Pretraining ICCV 2023
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Poses ICML 2023
Self-Supervised Learning From Images With a Joint-Embedding Predictive Architecture CVPR 2023
MOST: Multiple Object Localization with Self-Supervised Transformers for Object Discovery ICCV 2023
GeneCIS: A Benchmark for General Conditional Image Similarity CVPR 2023
Omnivore: A Single Model for Many Visual Modalities CVPR 2022
Masked Siamese Networks for Label-Efficient Learning ECCV 2022
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training NIPS 2022
Detecting Twenty-Thousand Classes Using Image-Level Supervision ECCV 2022
Frame Averaging for Invariant and Equivariant Network Design ICLR 2022
Masked-Attention Mask Transformer for Universal Image Segmentation CVPR 2022
Emerging Properties in Self-Supervised Vision Transformers ICCV 2021
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers NIPS 2021
Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021
Robust Audio-Visual Instance Discrimination CVPR 2021
3D Spatial Recognition Without Spatially Labeled 3D CVPR 2021
An End-to-End Transformer Model for 3D Object Detection ICCV 2021
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments With Support Samples ICCV 2021
MDETR - Modulated Detection for End-to-End Multi-Modal Understanding ICCV 2021
Self-Supervised Pretraining of 3D Features on Any Point-Cloud ICCV 2021
Space-Time Crop & Attend: Improving Cross-Modal Video Representation Learning ICCV 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021
In Defense of Grid Features for Visual Question Answering CVPR 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments NIPS 2020
Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020
ClusterFit: Improving Generalization of Visual Representations CVPR 2020
3D-RelNet: Joint Object and Relational Network for 3D Prediction ICCV 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning ICCV 2019
Learning by Asking Questions CVPR 2018
Proceedings of the First Workshop on Storytelling NAACL 2018
From Red Wine to Red Tomato: Composition With Context CVPR 2017
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection ICCV 2017
Generating Natural Questions About an Image ACL 2016
Visual Storytelling NAACL 2016
Seeing Through the Human Reporting Bias: Visual Classifiers From Noisy Human-Centric Labels CVPR 2016
Cross-Stitch Networks for Multi-Task Learning CVPR 2016
Watch and Learn: Semi-Supervised Learning for Object Detectors From Video CVPR 2015