Jinwoo Choi
14 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
❓
The Questioner
(2)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
🗃️
Keyword Collector
(66)
Top co-authors
Research topics
Machine Learning
(12)
Computer Vision
(10)
Learning Types · Machine Learning
(7)
Analysis
(6)
Application Areas
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI · Artificial Intelligence
(5)
Core Methods
(5)
Processing
(5)
Learning Types · Deep Learning
(4)
Natural Language Processing
(2)
Core AI · Computer Vision
(2)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Keywords
action recognition
(4)
domain adaptation
(4)
video understanding
(4)
dense video captioning
(2)
semantic segmentation
(2)
unsupervised learning
(2)
contrastive learning
(2)
memory recall
(1)
domain generalization
(1)
catastrophic forgetting
(1)
adversarial robustness
(1)
continual learning
(1)
semi-supervised learning
(1)
style transfer
(1)
video classification
(1)
prototype learning
(1)
data augmentation
(1)
adversarial learning
(1)
class-incremental learning
(1)
reinforcement learning
(1)
Papers
Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment
ICLR 2025
ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning
ICCV 2025
HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning
AAAI 2025
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations
CVPR 2025
Universal Domain Adaptation for Semantic Segmentation
CVPR 2025
DEVIAS: Learning Disentangled Video Representations of Action and Scene
ECCV 2024
Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
CVPR 2024
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
CAST: Cross-Attention in Space and Time for Video Action Recognition
NeurIPS 2023
StyleMix: Separating Content and Style for Enhanced Data Augmentation
CVPR 2021
Shuffle and Attend: Video Domain Adaptation
ECCV 2020
Unsupervised and Semi-Supervised Domain Adaptation for Action Recognition from Drones
WACV 2020
Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition
NeurIPS 2019