Dima Damen
36 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (52) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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(23)
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Keyword Champion
(3)
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Dynamic Duo
(12)
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Deep Specialist
(18)
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Conference Pioneer
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Unstoppable Β· Silver
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The Questioner
(2)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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(135)
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Research topics
Computer Vision
(28)
Machine Learning
(18)
Processing
(18)
Deep Learning
(17)
Analysis
(17)
Artificial Intelligence
(15)
Learning Types Β· Machine Learning
(14)
Core AI Β· Artificial Intelligence
(13)
Learning Types Β· Deep Learning
(10)
Core Methods
(9)
Domain-Specific
(8)
Architectures
(5)
Techniques
(4)
Application Areas
(3)
Core AI Β· Computer Vision
(3)
Keywords
video understanding
(14)
action recognition
(12)
egocentric video
(9)
self-supervised learning
(6)
representation learning
(6)
egocentric vision
(4)
few-shot learning
(4)
transfer learning
(3)
contrastive learning
(3)
zero-shot learning
(3)
skill assessment
(3)
activity recognition
(3)
multimodal learning
(3)
domain adaptation
(2)
weak supervision
(2)
video retrieval
(2)
cross-modal retrieval
(2)
video analysis
(2)
temporal modeling
(2)
attention mechanism
(2)
Papers
Beyond Caption-Based Queries in Video Moment Retrieval
CVPR 2026
PointSt3R: Point Tracking through 3D Ground Correspondence
WACV 2026
Seeing without Pixels: Perception from Camera Trajectories
CVPR 2026
Unique Lives, Shared World: Learning from Single-Life Videos
CVPR 2026
Context-Aware Multimodal Pretraining
CVPR 2025
EgoPoints: Advancing Point Tracking for Egocentric Videos
WACV 2025
HD-EPIC: A Highly-Detailed Egocentric Video Dataset
CVPR 2025
Learning from Streaming Video with Orthogonal Gradients
CVPR 2025
Moment of Untruth: Dealing with Negative Queries in Video Moment Retrieval
WACV 2025
ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions
CVPR 2025
AMEGO: Active Memory from long EGOcentric videos
ECCV 2024
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
CVPR 2024
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos
CVPR 2024
Learning from One Continuous Video Stream
CVPR 2024
TIM: A Time Interval Machine for Audio-Visual Action Recognition
CVPR 2024
EPIC Fields: Marrying 3D Geometry and Video Understanding
NeurIPS 2023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models
NeurIPS 2023
The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction
CVPR 2023
Use Your Head: Improving Long-Tail Video Recognition
CVPR 2023
What Can a Cook in Italy Teach a Mechanic in India? Action Recognition Generalisation Over Scenarios and Locations
ICCV 2023
Ego4D: Around the World in 3,000 Hours of Egocentric Video
CVPR 2022
Egocentric Video-Language Pretraining
NeurIPS 2022
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations
NeurIPS 2022
UnweaveNet: Unweaving Activity Stories
CVPR 2022
On Semantic Similarity in Video Retrieval
CVPR 2021
Temporal-Relational CrossTransformers for Few-Shot Action Recognition
CVPR 2021
Action Modifiers: Learning From Adverbs in Instructional Videos
CVPR 2020
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition
CVPR 2020
Action Recognition From Single Timestamp Supervision in Untrimmed Videos
CVPR 2019
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition
CVPR 2019
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition
ICCV 2019
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings
ICCV 2019
The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long 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