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Yixuan Gao

4 accepted papers

2026

Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning

AAAI 2026technical

Face videos accompanied by audio have become integral to our daily lives, while they often suffer from complex degradations. Most face video restoration methods neglect the intrinsic correlations between visual and audio features, particularly in the mouth region. Several audio-aided face video rest

Cited by 0SourcePDFScholar
2025

AGAV-Rater: Adapting Large Multimodal Model for AI-Generated Audio-Visual Quality Assessment

ICML 2025poster

Many video-to-audio (VTA) methods have been proposed for dubbing silent AI-generated videos. An efficient quality assessment method for AI-generated audio-visual content (AGAV) is crucial for ensuring audio-visual quality. Existing audio-visual quality assessment methods struggle with unique distort…

2024

Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

ICML 2024poster

The explosion of visual content available online underscores the requirement for an accurate machine assessor to robustly evaluate scores across diverse types of visual contents. While recent studies have demonstrated the exceptional potentials of large multi-modality models (LMMs) on a wide range o…