3 papers
cs.CV2026
Personal Visual Context Learning in Large Multimodal Models
Zihui Xue, Ami Baid, Sangho Kim +2
As wearable devices like smart glasses integrate Large Multimodal Models (LMMs) into the continuous first-person visual streams of individual users, the evolution of these models i…
cs.CV2026
Don't Let the Video Speak: Audio-Contrastive Preference Optimization for Audio-Visual Language Models
Ami Baid, Zihui Xue, Kristen Grauman
While Audio-Visual Language Models (AVLMs) have achieved remarkable progress over recent years, their reliability is bottlenecked by cross-modal hallucination. A particularly perva…
cs.CV2024
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos
Changan Chen, Puyuan Peng, Ami Baid +4
Generating realistic audio for human actions is important for many applications, such as creating sound effects for films or virtual reality games. Existing approaches implicitly a…