Hao Dong
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dhao51.bsky.social
Hao Dong
@dhao51.bsky.social
Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models

arxiv.org/abs/2501.18592
github.com/donghao51/Aw...
January 31, 2025 at 1:31 PM
Happy to share our #ICLR2025 paper on Multimodal Open-set Test-time Adaptation!

In this work, we introduce the Adaptive Entropy-aware Optimization (AEO) framework to tackle Multimodal Open-set Test-time Adaptation (MM-OSTTA) for the first time.

openreview.net/forum?id=hj3...
Towards Robust Multimodal Open-set Test-time Adaptation via...
Test-time adaptation (TTA) has demonstrated significant potential in addressing distribution shifts between training and testing data. Open-set test-time adaptation (OSTTA) aims to adapt a source...
openreview.net
January 23, 2025 at 11:19 AM