Adaptive Task Balancing for Visual Instruction Tuning via Inter-Task Contribution and Intra-Task Difficulty.

@inproceedings{dai-2026-adaptive, author = {Yanqi Dai and Yong Wang and Zebin You and Dong Jing and Xiangxiang Chu and Zhiwu Lu}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Adaptive Task Balancing for Visual Instruction Tuning via Inter-Task Contribution and Intra-Task Difficulty}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {3893--3904}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792371}, doi = {https://doi.org/10.1145/3774904.3792371} }