Taekyung Kim
19 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(5)
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The Questioner
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(74)
Top co-authors
Research topics
Machine Learning
(12)
Deep Learning
(11)
Learning Types Β· Machine Learning
(9)
Computer Vision
(8)
Analysis
(7)
Learning Types Β· Deep Learning
(6)
Application Areas
(5)
Architectures
(4)
Robotics
(2)
Techniques
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications Β· Reinforcement Learning
(1)
Applications Β· Natural Language Processing
(1)
Keywords
self-supervised learning
(4)
vision transformer
(3)
representation learning
(3)
masked image modeling
(3)
domain adaptation
(3)
adversarial learning
(3)
unsupervised learning
(2)
feature learning
(2)
person re-identification
(2)
contrastive learning
(2)
object detection
(2)
data augmentation
(2)
hierarchical learning
(1)
domain generalization
(1)
imitation learning
(1)
semantic segmentation
(1)
attention mechanism
(1)
image generation
(1)
deformable convolution
(1)
epistemic uncertainty
(1)
Papers
Exploring Conditions for Diffusion Models in Robotic Control
CVPR 2026
MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model
CVPR 2026
Certifiably-Correct Mapping for Safe Navigation Despite Odometry Drift
RSS 2025
Masking meets Supervision: A Strong Learning Alliance
CVPR 2025
Morphing Tokens Draw Strong Masked Image Models
ICLR 2025
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts
ECCV 2024
Learning with Unmasked Tokens Drives Stronger Vision Learners
ECCV 2024
Leveraging temporal contextualization for video action recognition
ECCV 2024
Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics
RSS 2023
Robust Camera Pose Refinement for Multi-Resolution Hash Encoding
ICML 2023
What Do Self-Supervised Vision Transformers Learn?
ICLR 2023
Just a Few Points Are All You Need for Multi-View Stereo: A Novel Semi-Supervised Learning Method for Multi-View Stereo
ICCV 2021
Meta Batch-Instance Normalization for Generalizable Person Re-Identification
CVPR 2021
Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation
ECCV 2020
Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification
CVPR 2020
RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation
WACV 2020
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection
CVPR 2019
Self-Ensembling With GAN-Based Data Augmentation for Domain Adaptation in Semantic Segmentation
ICCV 2019
Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection
ICCV 2019