Hyesong Choi
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (5) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
CVPR (3)
ECCV (2)
ICCV (2)
NIPS (1)
Top co-authors
Keywords
visual reinforcement learning
(2)
self-supervised learning
(2)
domain generalization
(2)
multi-task learning
(1)
feature learning
(1)
visual observation
(1)
local attention
(1)
transfer learning
(1)
image restoration
(1)
data augmentation
(1)
monocular depth estimation
(1)
policy learning
(1)
image denoising
(1)
spatial structure
(1)
stereo matching
(1)
k-nearest neighbor
(1)
parameter-efficient fine-tuning
(1)
task adaptation
(1)
prompt tuning
(1)
correspondence learning
(1)
Papers
TADFormer: Task-Adaptive Dynamic TransFormer for Efficient Multi-Task Learning
CVPR 2025
A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
NIPS 2024
Emerging Property of Masked Token for Effective Pre-training
ECCV 2024
Salience-Based Adaptive Masking: Revisiting Token Dynamics for Enhanced Pre-training
ECCV 2024
Environment Agnostic Representation for Visual Reinforcement Learning
ICCV 2023
Local-Guided Global: Paired Similarity Representation for Visual Reinforcement Learning
CVPR 2023
KNN Local Attention for Image Restoration
CVPR 2022
Adaptive Confidence Thresholding for Monocular Depth Estimation
ICCV 2021