Ehsan Elhamifar

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

Achievements

+10 more ↓

🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🏃 Academic Marathon (15) 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (6)

🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (77) 🧬 Topic Evolution 🏆 Keyword Champion (2) 💎 Century Club (36) 🚀 Conference Pioneer ⚡ Prolific Year (6) 📈 Trend Setter 🗃️ 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) René 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