AAAI 2026
I’m super excited to share that our paper “TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation” has been accepted at AAAI 2026! 
TRUST introduces a new approach to unsupervised domain adaptation (UDA), designed to handle complex domain shifts by transferring the robustness of the language modality into the vision one.
TRUST generates pseudo-labels from image captions, estimates their uncertainty using CLIP image–text similarities, and aligns image-text representations using a novel multimodal contrastive loss.
I’m incredibly proud that our work was selected among 23,680 submissions, with an insane acceptance rate (17.60%).
A special thank all of my co-authors Sebastiano Battiato Valerio Giuffrida and Devis Tuia.