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Zhangzikang Li

2 accepted papers

2023

Learning Trajectory-Word Alignments for Video-Language Tasks

ICCV 2023poster

In a video, an object usually appears as the trajectory, i.e., it spans over a few spatial but longer temporal patches, that contains abundant spatiotemporal contexts. However, modern Video-Language BERTs (VDL-BERTs) neglect this trajectory characteristic that they usually follow image-language BERT…

Cited by 6PDF ↗Scholar ↗
2023

Transforming Visual Scene Graphs to Image Captions

ACL 2023long

We propose to TransForm Scene Graphs into more descriptive Captions (TFSGC). In TFSGC, we apply multi-head attention (MHA) to design the Graph Neural Network (GNN) for embedding scene graphs. After embedding, different graph embeddings contain diverse specific knowledge for generating the words with…