← Authors

Ehsan Elhamifar

36 papers · 2011–2026 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (15) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (77) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ’Ž Century Club (36) πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (171)

Conferences

CVPR (18) ICCV (7) NIPS (6) ECCV (3) ICML (1) WACV (1)

Top co-authors

Dat Huynh (7) Yuhan Shen (6) Zijia Lu (6) Hassan Mahmood (2) Nasim Shafiee (2) Yuhao Su (2) Shih-Po Lee (2) M. Clara De Paolis Kaluza (2) Guillermo Sapiro (2) RenΓ© Vidal (2)

Keywords

video understanding (9) action segmentation (8) weakly supervised learning (4) egocentric video (4) egocentric vision (4) zero-shot learning (3) subset selection (3) attention mechanism (3) facility location (3) multi-label classification (3) convex optimization (3) video summarization (3) temporal action segmentation (3) action recognition (3) procedural video (3) greedy algorithm (2) semantic embedding (2) matrix completion (2) unsupervised learning (2) semi-supervised learning (2)

Papers

RegionAligner: Bridging Ego-Exo Views for Object Correspondence via Unified Text-Visual Learning WACV 2026
MOSCATO: Predicting Multiple Object State Change Through Actions ICCV 2025
Understanding Multi-Task Activities from Single-Task Videos CVPR 2025
Multi-Modal Few-Shot Temporal Action Segmentation ICCV 2025
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos CVPR 2025
Compositional Targeted Multi-Label Universal Perturbations CVPR 2025
Error Recognition in Procedural Videos using Generalized Task Graph ICCV 2025
Progress-Aware Online Action Segmentation for Egocentric Procedural Task Videos CVPR 2024
Learning to Segment Referred Objects from Narrated Egocentric Videos CVPR 2024
FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation CVPR 2024
Error Detection in Egocentric Procedural Task Videos CVPR 2024
Semantic-Aware Multi-Label Adversarial Attacks CVPR 2024
Learning to Predict Activity Progress by Self-Supervised Video Alignment CVPR 2024
Two-Stage Active Learning for Efficient Temporal Action Segmentation ECCV 2024
Semi-Weakly-Supervised Learning of Complex Actions From Instructional Task Videos CVPR 2022
Zero-Shot Attribute Attacks on Fine-Grained Recognition Models ECCV 2022
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling CVPR 2022
Set-Supervised Action Learning in Procedural Task Videos via Pairwise Order Consistency CVPR 2022
Introvert: Human Trajectory Prediction via Conditional 3D Attention CVPR 2021
Learning To Segment Actions From Visual and Language Instructions via Differentiable Weak Sequence Alignment CVPR 2021
Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning ICCV 2021
Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations ICCV 2021
A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning CVPR 2020
Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition NIPS 2020
Self-Supervised Multi-Task Procedure Learning from Instructional Videos ECCV 2020
Interactive Multi-Label CNN Learning With Partial Labels CVPR 2020
Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention CVPR 2020
Deep Supervised Summarization: Algorithm and Application to Learning Instructions NIPS 2019
Unsupervised Procedure Learning via Joint Dynamic Summarization ICCV 2019
Sequential Facility Location: Approximate Submodularity and Greedy Algorithm ICML 2019
Subset Selection and Summarization in Sequential Data NIPS 2017
Online Summarization via Submodular and Convex Optimization CVPR 2017
High-Rank Matrix Completion and Clustering under Self-Expressive Models NIPS 2016
A Convex Optimization Framework for Active Learning ICCV 2013
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery NIPS 2012
Sparse Manifold Clustering and Embedding NIPS 2011