Author

Minh Tran

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Preprint Oct 2026

ATTEST: Evidence-Grounded Reinforcement Learning for Long-Audio Temporal Understanding

Temporal grounding is fundamental to audio understanding, yet large audio language models (LALMs) remain weak at it on long audio, where hallucinations compound and annotated data is scarce. Existing benchmarks cover only short clips or offer coarse, synthetic annotations. We introduce EgoSCAPE, a manually verified ben...

Ashutosh Chaubey, Jin-Xi Guo, Minh Tran et al. · 0 citations

Jul 2026

Identity-Consistent Expression Fields: A Disentangled Neural Radiance Field Framework for Few-Shot Facial Expression Synthesis

Identity-Consistent Expression Fields (ICEF) is proposed, a framework that explicitly disentangles a static, identity-specific radiance component from a dynamic, expression-conditioned deformation component, and introduces an identity preservation regularizer that constrains the deformation network to modify only expre...

Minh Tran · arXiv.org · 0 citations