9 citations · 11 across the 5 of their papers we have counts for
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cs.CV2023
Align before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition
Yifei Chen, Dapeng Chen, Ruijin Liu +3
Large-scale visual-language pre-trained models have achieved significant success in various video tasks. However, most existing methods follow an "adapt then align" paradigm, which…
cs.CV2023★ 2 cited
PBFormer: Capturing Complex Scene Text Shape with Polynomial Band Transformer
Ruijin Liu, Ning Lu, Dapeng Chen +3
We present PBFormer, an efficient yet powerful scene text detector that unifies the transformer with a novel text shape representation Polynomial Band (PB). The representation has…
cs.CV2023
Video Action Recognition with Attentive Semantic Units
Yifei Chen, Dapeng Chen, Ruijin Liu +2
Visual-Language Models (VLMs) have significantly advanced action video recognition. Supervised by the semantics of action labels, recent works adapt the visual branch of VLMs to le…