18 citations · 19 across the 3 of their papers we have counts for
3 papers
cs.CV2024
CLIP-Powered TASS: Target-Aware Single-Stream Network for Audio-Visual Question Answering
Yuanyuan Jiang, Jianqin Yin
While vision-language pretrained models (VLMs) excel in various multimodal understanding tasks, their potential in fine-grained audio-visual reasoning, particularly for audio-visua…
cs.CV2023★ 1 cited
Target-Aware Spatio-Temporal Reasoning via Answering Questions in Dynamics Audio-Visual Scenarios
Yuanyuan Jiang, Jianqin Yin
Audio-visual question answering (AVQA) is a challenging task that requires multistep spatio-temporal reasoning over multimodal contexts. Recent works rely on elaborate target-agnos…
cs.CV2022★ 18 cited
Leveraging the Video-level Semantic Consistency of Event for Audio-visual Event Localization
Yuanyuan Jiang, Jianqin Yin, Yonghao Dang
Audio-visual event (AVE) localization has attracted much attention in recent years. Most existing methods are often limited to independently encoding and classifying each video seg…