
CoTBal algorithm enhances multi-task visual instruction tuning by balancing task contributions and difficulties.


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cotbal-comprehensive-task-balancing-for-multi-task-visual-instruction-tuning


CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning


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Aligning learning progress across tasks through adaptive group-based task interactions to improve overall multi-task performance while maintaining computational efficiency.


efficient-multi-task-optimization-through-adaptive-group-based-task-alignment


Efficient Multi-Task Optimization through Adaptive Group-Based Task Alignment
