Wonjae Kim
13 papers · 2019–2025 · 8 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π§¬
Topic Evolution
π
Grand Slam
β
The Questioner
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI Β· Artificial Intelligence
(6)
Learning Types Β· Machine Learning
(5)
Techniques
(5)
Architectures
(4)
Computer Vision
(3)
Computer Science
(2)
Analysis
(2)
Applications
(2)
Core AI Β· Computer Vision
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Keywords
zero-shot learning
(4)
vision transformer
(3)
multimodal learning
(3)
contrastive learning
(3)
vision-language model
(2)
object detection
(2)
representation learning
(2)
self-supervised learning
(2)
attention mechanism
(2)
composed image retrieval
(2)
transfer learning
(2)
neural ordinary differential equation
(1)
user modeling
(1)
visual reasoning
(1)
clip model
(1)
image-text alignment
(1)
vision-language pre-training
(1)
text embedding
(1)
uncertainty estimation
(1)
language modeling
(1)
Papers
An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval
ICCV 2025
Extract Free Dense Misalignment from CLIP
AAAI 2025
Probabilistic Language-Image Pre-Training
ICLR 2025
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts
ECCV 2024
Language-only Training of Zero-shot Composed Image Retrieval
CVPR 2024
STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
ICML 2024
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning
ACL 2023
SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage
ICCV 2023
What Do Self-Supervised Vision Transformers Learn?
ICLR 2023
ECCV Caption: Correcting False Negatives by Collecting Machine-and-Human-Verified Image-Caption Associations for MS-COCO
ECCV 2022
ViDT: An Efficient and Effective Fully Transformer-based Object Detector
ICLR 2022
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision
ICML 2021
Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning
NeurIPS 2019