FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning

Jiaoyang Li, Jun Fang, Tianhao Gao +5

Representation learning is fundamental to modern machine learning, powering applications such as text retrieval and multimodal understanding. However, learning robust and generaliz…