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AdaMerging: Adaptive Model Merging for Multi-Task Learning
Paper • 2310.02575 • Published • 1 -
Localizing Task Information for Improved Model Merging and Compression
Paper • 2405.07813 • Published -
Tint Your Models Task-wise for Improved Multi-task Model Merging
Paper • 2412.19098 • Published • 3 -
Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent
Paper • 2501.01230 • Published
Zedong Wang
JackyWangAI
AI & ML interests
Multi-task Learning, Multi-modal Learning.
Recent Activity
authored
a paper
about 18 hours ago
CARE-Edit: Condition-Aware Routing of Experts for Contextual Image Editing upvoted a paper about 20 hours ago
CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning upvoted a paper about 20 hours ago
Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence Organizations
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STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map
Paper • 2307.03374 • Published • 1 -
AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations
Paper • 2304.04959 • Published • 3 -
Improvable Gap Balancing for Multi-Task Learning
Paper • 2307.15429 • Published • 2 -
Understanding and Improving Information Transfer in Multi-Task Learning
Paper • 2005.00944 • Published • 1
-
AdaMerging: Adaptive Model Merging for Multi-Task Learning
Paper • 2310.02575 • Published • 1 -
Localizing Task Information for Improved Model Merging and Compression
Paper • 2405.07813 • Published -
Tint Your Models Task-wise for Improved Multi-task Model Merging
Paper • 2412.19098 • Published • 3 -
Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent
Paper • 2501.01230 • Published
-
STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map
Paper • 2307.03374 • Published • 1 -
AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations
Paper • 2304.04959 • Published • 3 -
Improvable Gap Balancing for Multi-Task Learning
Paper • 2307.15429 • Published • 2 -
Understanding and Improving Information Transfer in Multi-Task Learning
Paper • 2005.00944 • Published • 1
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