Seeing Sound, Hearing Sight: Uncovering Modality Bias and Conflict of AI models in Sound Localization

NeurIPSSpotlight2025

Authors: Yanhao Jia, Ji Xie, S Jivaganesh, Li Hao, Xu Wu, Mengmi Zhang
Venue: NeurIPS 2025
Track: Spotlight

TL;DR

Imagine hearing a dog bark and instinctively turning toward the sound—only to find a parked car, while a silent dog sits nearby…

Opening excerpt from the authors’ abstract. source

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