Jinwoo Choi
14 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Academic Marathon (6) π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (38)
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Conference Polyglot
(7)
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Prolific Year
(5)
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Conference Pioneer
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Century Club
(14)
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The Questioner
(2)
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Trend Setter
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Keyword Collector
(61)
Conferences
CVPR (5)
ECCV (2)
NIPS (2)
WACV (2)
AAAI (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
action recognition
(4)
domain adaptation
(4)
video understanding
(4)
semantic segmentation
(2)
unsupervised learning
(2)
dense video captioning
(2)
adversarial learning
(1)
memory recall
(1)
contrastive learning
(1)
domain generalization
(1)
unsupervised domain adaptation
(1)
catastrophic forgetting
(1)
style transfer
(1)
prototype learning
(1)
adversarial robustness
(1)
data augmentation
(1)
video classification
(1)
class-incremental learning
(1)
semi-supervised learning
(1)
continual learning
(1)
Papers
HiCMΒ²: Hierarchical Compact Memory Modeling for Dense Video Captioning
AAAI 2025
Universal Domain Adaptation for Semantic Segmentation
CVPR 2025
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations
CVPR 2025
ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning
ICCV 2025
Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment
ICLR 2025
GLAD: Global-Local View Alignment and Background Debiasing for Unsupervised Video Domain Adaptation With Large Domain Gap
WACV 2024
Open-Set Domain Adaptation for Semantic Segmentation
CVPR 2024
Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
CVPR 2024
DEVIAS: Learning Disentangled Video Representations of Action and Scene
ECCV 2024
CAST: Cross-Attention in Space and Time for Video Action Recognition
NIPS 2023
StyleMix: Separating Content and Style for Enhanced Data Augmentation
CVPR 2021
Unsupervised and Semi-Supervised Domain Adaptation for Action Recognition from Drones
WACV 2020
Shuffle and Attend: Video Domain Adaptation
ECCV 2020
Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition
NIPS 2019