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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
Computer Vision, Multi-task Learning.
Organizations
Representation Learning & Generation
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Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning
Paper • 2410.06373 • Published • 36 -
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization
Paper • 2504.00999 • Published • 95 -
What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models
Paper • 2503.24235 • Published • 54 -
MoCha: Towards Movie-Grade Talking Character Synthesis
Paper • 2503.23307 • Published • 139
Multi-Task Learning
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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
Model Merging
-
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
Multi-Task Learning
-
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
Representation Learning & Generation
-
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning
Paper • 2410.06373 • Published • 36 -
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization
Paper • 2504.00999 • Published • 95 -
What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models
Paper • 2503.24235 • Published • 54 -
MoCha: Towards Movie-Grade Talking Character Synthesis
Paper • 2503.23307 • Published • 139