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cs.CV2024
Multi-Modal Adapter for Vision-Language Models
Dominykas Seputis, Serghei Mihailov, Soham Chatterjee +1
Large pre-trained vision-language models, such as CLIP, have demonstrated state-of-the-art performance across a wide range of image classification tasks, without requiring retraini…
cs.LG2024★ 1 cited
GO4Align: Group Optimization for Multi-Task Alignment
Jiayi Shen, Cheems Wang, Zehao Xiao +2
This paper proposes \textit{GO4Align}, a multi-task optimization approach that tackles task imbalance by explicitly aligning the optimization across tasks. To achieve this, we desi…