Hazel Doughty
14 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
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Conference Pioneer
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Unstoppable Β· Bronze
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The Questioner
(4)
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Century Club Β· Bronze
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Keyword Collector
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Venues
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Research topics
Machine Learning
(10)
Computer Vision
(9)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Processing
(6)
Artificial Intelligence
(5)
Core AI
(5)
Core Methods
(5)
Analysis
(4)
Learning Types Β· Deep Learning
(4)
Data Science & Analytics
(2)
Application Areas
(2)
Applications
(2)
Learning Paradigms
(2)
Techniques
(2)
Keywords
video understanding
(5)
action recognition
(4)
self-supervised learning
(3)
transfer learning
(2)
domain adaptation
(2)
multimodal learning
(2)
video analysis
(2)
skill assessment
(2)
skill determination
(2)
fine-grained classification
(2)
adverb recognition
(2)
representation learning
(2)
data augmentation
(1)
weakly supervised learning
(1)
attention mechanism
(1)
metric learning
(1)
cross-modal retrieval
(1)
visual question answering
(1)
feature learning
(1)
adversarial training
(1)
Papers
HD-EPIC: A Highly-Detailed Egocentric Video Dataset
CVPR 2025
Low-Resource Vision Challenges for Foundation Models
CVPR 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
ECCV 2024
Learning Unseen Modality Interaction
NeurIPS 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery
NeurIPS 2023
Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization
ICCV 2023
Audio-Adaptive Activity Recognition Across Video Domains
CVPR 2022
How Do You Do It? Fine-Grained Action Understanding With Pseudo-Adverbs
CVPR 2022
How Severe Is Benchmark-Sensitivity in Video Self-Supervised Learning?
ECCV 2022
On Semantic Similarity in Video Retrieval
CVPR 2021
Action Modifiers: Learning From Adverbs in Instructional Videos
CVPR 2020
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