← Authors

Kristen Grauman

125 papers · 2006–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (9) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (16) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (20) 🌈 Renaissance Researcher (12) 🏠 Conference Loyalist (23) 🌟 Keyword Trendsetter Combo (17) 🀝 Dynamic Duo (18) 🌱 Topic Pioneer 🧬 Topic Evolution πŸ† Keyword Champion πŸ‘₯ Mega-Team (100) πŸ”¬ Deep Specialist (26) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (17) ❓ The Questioner (2) πŸš€ Conference Pioneer ⚑ Prolific Year (13) πŸ’Ž Century Club (125) πŸ—ƒοΈ Keyword Collector (60)

Conferences

CVPR (58) NIPS (23) ICCV (20) ECCV (15) ICML (3) ICLR (2) WACV (2) CORL (1) JMLR (1)

Top co-authors

Ziad Al-Halah (18) Tushar Nagarajan (17) Changan Chen (13) Santhosh Kumar Ramakrishnan (11) Ruohan Gao (11) Zihui Xue (10) Fei Sha (10) Sagnik Majumder (9) Kumar Ashutosh (8) Bo Xiong (6)

Research topics

Domain-Specific (1) Social (1) Core AI (1)

Keywords

video understanding (22) egocentric video (14) egocentric vision (10) audio-visual learning (8) multimodal learning (8) convolutional neural network (7) active learning (7) representation learning (7) zero-shot learning (6) reinforcement learning (6) relative attribute (6) action recognition (6) transfer learning (6) self-supervised learning (6) metric learning (6) object recognition (6) activity recognition (5) image retrieval (4) contrastive learning (4) weakly supervised learning (4)

Papers

SPOC: Spatially-Progressing Object State Change Segmentation in Video WACV 2026
Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning CVPR 2025
Progress-Aware Video Frame Captioning CVPR 2025
Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos CVPR 2025
FIction: 4D Future Interaction Prediction from Video CVPR 2025
ExpertAF: Expert Actionable Feedback from Video CVPR 2025
Switch-a-View: View Selection Learned from Unlabeled In-the-wild Videos ICCV 2025
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives CVPR 2024
Detours for Navigating Instructional Videos CVPR 2024
Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos CVPR 2024
Learning Object State Changes in Videos: An Open-World Perspective CVPR 2024
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos ECCV 2024
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos ECCV 2024
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness NIPS 2024
4Diff: 3D-Aware Diffusion Model for Third-to-First Viewpoint Translation ECCV 2024
SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos CVPR 2024
Self-Supervised Visual Acoustic Matching NIPS 2023
EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding NIPS 2023
Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment NIPS 2023
EgoEnv: Human-centric environment representations from egocentric video NIPS 2023
Video-Mined Task Graphs for Keystep Recognition in Instructional Videos NIPS 2023
EgoTracks: A Long-term Egocentric Visual Object Tracking Dataset NIPS 2023
HierVL: Learning Hierarchical Video-Language Embeddings CVPR 2023
Egocentric Video Task Translation CVPR 2023
SpotEM: Efficient Video Search for Episodic Memory ICML 2023
Chat2Map: Efficient Scene Mapping From Multi-Ego Conversations CVPR 2023
Novel-View Acoustic Synthesis CVPR 2023
NaQ: Leveraging Narrations As Queries To Supervise Episodic Memory CVPR 2023
Single-Stage Visual Query Localization in Egocentric Videos NIPS 2023
Ego4D: Around the World in 3,000 Hours of Egocentric Video CVPR 2022
Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation CVPR 2022
PONI: Potential Functions for ObjectGoal Navigation With Interaction-Free Learning CVPR 2022
Environment Predictive Coding for Visual Navigation ICLR 2022
Active Audio-Visual Separation of Dynamic Sound Sources ECCV 2022
Egocentric Activity Recognition and Localization on a 3D Map ECCV 2022
Few-Shot Audio-Visual Learning of Environment Acoustics NIPS 2022
SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning NIPS 2022
Discovering Underground Maps From Fashion WACV 2022
Visual Acoustic Matching CVPR 2022
VisualVoice: Audio-Visual Speech Separation With Cross-Modal Consistency CVPR 2021
Shaping embodied agent behavior with activity-context priors from egocentric video NIPS 2021
DexVIP: Learning Dexterous Grasping with Human Hand Pose Priors from Video CORL 2021
Ego-Exo: Transferring Visual Representations From Third-Person to First-Person Videos CVPR 2021
Semantic Audio-Visual Navigation CVPR 2021
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback CVPR 2021
From Culture to Clothing: Discovering the World Events Behind a Century of Fashion Images ICCV 2021
Move2Hear: Active Audio-Visual Source Separation ICCV 2021
Multiview Pseudo-Labeling for Semi-Supervised Learning From Video ICCV 2021
Audio-Visual Floorplan Reconstruction ICCV 2021
Anticipative Video Transformer ICCV 2021
Learning to Set Waypoints for Audio-Visual Navigation ICLR 2021
Listen to Look: Action Recognition by Previewing Audio CVPR 2020
Proposal-based Video Completion ECCV 2020
VisualEchoes: Spatial Image Representation Learning through Echolocation ECCV 2020
Occupancy Anticipation for Efficient Exploration and Navigation ECCV 2020
Learning Affordance Landscapes for Interaction Exploration in 3D Environments NIPS 2020
From Paris to Berlin: Discovering Fashion Style Influences Around the World CVPR 2020
ViBE: Dressing for Diverse Body Shapes CVPR 2020
SoundSpaces: Audio-Visual Navigation in 3D Environments ECCV 2020
Ego-Topo: Environment Affordances From Egocentric Video CVPR 2020
You2Me: Inferring Body Pose in Egocentric Video via First and Second Person Interactions CVPR 2020
Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias CVPR 2020
Kernel Transformer Networks for Compact Spherical Convolution CVPR 2019
Grounded Human-Object Interaction Hotspots From Video ICCV 2019
Extreme Relative Pose Estimation for RGB-D Scans via Scene Completion CVPR 2019
Less Is More: Learning Highlight Detection From Video Duration CVPR 2019
Thinking Outside the Pool: Active Training Image Creation for Relative Attributes CVPR 2019
2.5D Visual Sound CVPR 2019
Co-Separating Sounds of Visual Objects ICCV 2019
Fashion++: Minimal Edits for Outfit Improvement ICCV 2019
SpotTune: Transfer Learning Through Adaptive Fine-Tuning CVPR 2019
Retrospective Encoders for Video Summarization ECCV 2018
Compare and Contrast: Learning Prominent Visual Differences CVPR 2018
Learning to Look Around: Intelligently Exploring Unseen Environments for Unknown Tasks CVPR 2018
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018
Learning Compressible 360Β° Video Isomers CVPR 2018
Creating Capsule Wardrobes From Fashion Images CVPR 2018
Im2Flow: Motion Hallucination From Static Images for Action Recognition CVPR 2018
VizWiz Grand Challenge: Answering Visual Questions From Blind People CVPR 2018
Learning to Separate Object Sounds by Watching Unlabeled Video ECCV 2018
Attributes as Operators: Factorizing Unseen Attribute-Object Compositions ECCV 2018
Sidekick Policy Learning for Active Visual Exploration ECCV 2018
Snap Angle Prediction for 360Β° Panoramas ECCV 2018
ShapeCodes: Self-Supervised Feature Learning by Lifting Views to Viewgrids ECCV 2018
Fashion Forward: Forecasting Visual Style in Fashion ICCV 2017
On-Demand Learning for Deep Image Restoration ICCV 2017
Learning the Latent "Look": Unsupervised Discovery of a Style-Coherent Embedding From Fashion Images ICCV 2017
Learning Spherical Convolution for Fast Features from 360Β° Imagery NIPS 2017
FusionSeg: Learning to Combine Motion and Appearance for Fully Automatic Segmentation of Generic Objects in Videos CVPR 2017
Seeing Invisible Poses: Estimating 3D Body Pose From Egocentric Video CVPR 2017
Detangling People: Individuating Multiple Close People and Their Body Parts via Region Assembly CVPR 2017
Semantic Jitter: Dense Supervision for Visual Comparisons via Synthetic Images ICCV 2017
Making 360deg Video Watchable in 2D: Learning Videography for Click Free Viewing CVPR 2017
Slow and Steady Feature Analysis: Higher Order Temporal Coherence in Video CVPR 2016
Active Image Segmentation Propagation CVPR 2016
Summary Transfer: Exemplar-Based Subset Selection for Video Summarization CVPR 2016
Pull the Plug? Predicting If Computers or Humans Should Segment Images CVPR 2016
Just Noticeable Differences in Visual Attributes ICCV 2015
Learning Image Representations Tied to Ego-Motion ICCV 2015
Diverse Sequential Subset Selection for Supervised Video Summarization NIPS 2014
Predicting Useful Neighborhoods for Lazy Local Learning NIPS 2014
Zero-shot recognition with unreliable attributes NIPS 2014
Inferring Unseen Views of People CVPR 2014
Decorrelating Semantic Visual Attributes by Resisting the Urge to Share CVPR 2014
Beyond Comparing Image Pairs: Setwise Active Learning for Relative Attributes CVPR 2014
Fine-Grained Visual Comparisons with Local Learning CVPR 2014
Inferring Analogous Attributes CVPR 2014
Analogy-preserving Semantic Embedding for Visual Object Categorization ICML 2013
Predicting Sufficient Annotation Strength for Interactive Foreground Segmentation ICCV 2013
Implied Feedback: Learning Nuances of User Behavior in Image Search ICCV 2013
Attribute Pivots for Guiding Relevance Feedback in Image Search ICCV 2013
Active Learning of an Action Detector from Untrimmed Videos ICCV 2013
Attribute Adaptation for Personalized Image Search ICCV 2013
Reshaping Visual Datasets for Domain Adaptation NIPS 2013
Deformable Spatial Pyramid Matching for Fast Dense Correspondences CVPR 2013
Story-Driven Summarization for Egocentric Video CVPR 2013
Watching Unlabeled Video Helps Learn New Human Actions from Very Few Labeled Snapshots CVPR 2013
Connecting the Dots with Landmarks: Discriminatively Learning Domain-Invariant Features for Unsupervised Domain Adaptation ICML 2013
Semantic Kernel Forests from Multiple Taxonomies NIPS 2012
Learning a Tree of Metrics with Disjoint Visual Features NIPS 2011
Hashing Hyperplane Queries to Near Points with Applications to Large-Scale Active Learning NIPS 2010
Online Metric Learning and Fast Similarity Search NIPS 2008
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
The Pyramid Match Kernel: Efficient Learning with Sets of Features JMLR 2007
Approximate Correspondences in High Dimensions NIPS 2006