Yu Bai
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×1ML×1Software Eng.×1AI×1Multimedia×1Sound×1
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Research Timeline
2026
MTAVG-Bench 2.0: Diagnosing Failure Modes of Cinematic Expressiveness in Multi-Talker Audio-Video Generation
The paper introduces MTAVG-Bench 2.0, a new benchmark designed to diagnose high-level failure modes of cinematic expressiveness in multi-talker audio-video generation, showing that even advanced models struggle with complex scene-level failures.
Toward a Generalized Defense Across Sparse, Continuous, and Structured Parameter Attacks
The paper introduces ParDef, a generalized defense mechanism that effectively mitigates various types of parameter attacks on deep neural networks while maintaining high performance.
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Papers
cs.CRcs.LGcs.SERecentJun 3, 2026
Toward a Generalized Defense Across Sparse, Continuous, and Structured Parameter Attacks
The paper introduces ParDef, a generalized defense mechanism that effectively mitigates various types of parameter attacks on deep neural networks while maintaining high performance.
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cs.AIcs.MMcs.SDRecentMay 27, 2026