← Authors

Dima Damen

33 papers · 2017–2026 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (9) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (59) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (20) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (13) 🀝 Dynamic Duo (11) 🧬 Topic Evolution πŸ‘₯ Mega-Team (100) πŸ—ƒοΈ Keyword Collector (124) ❓ The Questioner (2) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (33) πŸ”₯ Unstoppable (10)

Conferences

CVPR (20) ICCV (4) NIPS (4) WACV (3) ECCV (2)

Top co-authors

Michael Wray (11) Hazel Doughty (6) Toby Perrett (6) Andrew Zisserman (5) Walterio Mayol-Cuevas (4) Ahmad Darkhalil (4) Davide Moltisanti (4) Giovanni Maria Farinella (3) Ivan Laptev (3) Rhodri Guerrier (3)

Keywords

video understanding (14) action recognition (12) egocentric video (7) self-supervised learning (5) representation learning (5) egocentric vision (4) few-shot learning (4) transfer learning (3) zero-shot learning (3) activity recognition (3) skill assessment (3) weak supervision (2) video retrieval (2) domain adaptation (2) contrastive learning (2) cross-modal retrieval (2) video analysis (2) temporal modeling (2) attention mechanism (2) weakly supervised learning (2)

Papers

PointSt3R: Point Tracking through 3D Ground Correspondence WACV 2026
Moment of Untruth: Dealing with Negative Queries in Video Moment Retrieval WACV 2025
HD-EPIC: A Highly-Detailed Egocentric Video Dataset CVPR 2025
ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions CVPR 2025
Context-Aware Multimodal Pretraining CVPR 2025
Learning from Streaming Video with Orthogonal Gradients CVPR 2025
EgoPoints: Advancing Point Tracking for Egocentric Videos WACV 2025
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos CVPR 2024
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives CVPR 2024
Learning from One Continuous Video Stream CVPR 2024
TIM: A Time Interval Machine for Audio-Visual Action Recognition CVPR 2024
AMEGO: Active Memory from long EGOcentric videos ECCV 2024
What Can a Cook in Italy Teach a Mechanic in India? Action Recognition Generalisation Over Scenarios and Locations ICCV 2023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models NIPS 2023
EPIC Fields: Marrying 3D Geometry and Video Understanding NIPS 2023
Use Your Head: Improving Long-Tail Video Recognition CVPR 2023
The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction CVPR 2023
UnweaveNet: Unweaving Activity Stories CVPR 2022
Ego4D: Around the World in 3,000 Hours of Egocentric Video CVPR 2022
Egocentric Video-Language Pretraining NIPS 2022
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations NIPS 2022
Temporal-Relational CrossTransformers for Few-Shot Action Recognition CVPR 2021
On Semantic Similarity in Video Retrieval CVPR 2021
Action Modifiers: Learning From Adverbs in Instructional Videos CVPR 2020
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition CVPR 2020
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings ICCV 2019
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition ICCV 2019
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition CVPR 2019
The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos CVPR 2019
Action Recognition From Single Timestamp Supervision in Untrimmed Videos CVPR 2019
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset ECCV 2018
Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination CVPR 2018
Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video ICCV 2017