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Chapter and Conference Paper
Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection
Human-Object Interaction (HOI) detection plays a crucial role in activity understanding. Though significant progress has been made, interactiveness learning remains a challenging problem in HOI detection: exis...
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Chapter and Conference Paper
Constructing Balance from Imbalance for Long-Tailed Image Recognition
Long-tailed image recognition presents massive challenges to deep learning systems since the imbalance between majority (head) classes and minority (tail) classes severely skews the data-driven deep neural net...
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Chapter and Conference Paper
Asynchronous Interaction Aggregation for Action Detection
Understanding interaction is an essential part of video action detection. We propose the Asynchronous Interaction Aggregation network (AIA) that leverages different interactions to boost action detection. Ther...
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Chapter and Conference Paper
Attention-Based Audio-Visual Fusion for Video Summarization
Video summarization compresses videos while preserving the most meaningful content for users. Many image-based works focus on how to effectively utilize video visual cues to choose keyframes. However, apart fr...