WooSeong Jeong
9 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(32)
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Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(6)
Learning Types · Deep Learning
(6)
Application Areas
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI
(2)
Core Methods
(2)
Processing
(2)
Computer Science
(1)
Robotics
(1)
Analysis
(1)
Applications
(1)
Keywords
multi-task learning
(3)
negative transfer
(3)
model merging
(3)
low-rank adaptation
(2)
domain adaptation
(2)
gradient manipulation
(2)
self-supervised learning
(1)
ensemble learning
(1)
domain generalization
(1)
interactive segmentation
(1)
neural network optimization
(1)
optical flow
(1)
parameter-efficient fine-tuning
(1)
test-time adaptation
(1)
homography estimation
(1)
autonomous driving
(1)
segment anything model
(1)
geometric constraint
(1)
preference alignment
(1)
transfer learning
(1)
Papers
Label-Free Cross-Task LoRA Merging with Null-Space Compression
CVPR 2026
Preference-Aligned LoRA Merging: Preserving Subspace Coverage and Addressing Directional Anisotropy
CVPR 2026
DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation
ICCV 2025
Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning
ICCV 2025
Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning
ICCV 2025
Selective Task Group Updates for Multi-Task Optimization
ICLR 2025
Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training
ICCV 2025
Quantifying Task Priority for Multi-Task Optimization
CVPR 2024
Pixel-Wise Warping for Deep Image Stitching
AAAI 2023