2 papers
cs.CV2025
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models
Yuncheng Guo, Xiaodong Gu
Large-scale pre-trained Vision-Language Models (VLMs) have significantly advanced transfer learning across diverse tasks. However, adapting these models with limited few-shot data…
cs.LG2025
MMRL: Multi-Modal Representation Learning for Vision-Language Models
Yuncheng Guo, Xiaodong Gu
Large-scale pre-trained Vision-Language Models (VLMs) have become essential for transfer learning across diverse tasks. However, adapting these models with limited few-shot data of…