3 papers
cs.CV2024
Improving Gloss-free Sign Language Translation by Reducing Representation Density
Jinhui Ye, Xing Wang, Wenxiang Jiao +2
Gloss-free sign language translation (SLT) aims to develop well-performing SLT systems with no requirement for the costly gloss annotations, but currently still lags behind gloss-b…
cs.CV2023
GeoDeformer: Geometric Deformable Transformer for Action Recognition
Jinhui Ye, Jiaming Zhou, Hui Xiong +1
Vision transformers have recently emerged as an effective alternative to convolutional networks for action recognition. However, vision transformers still struggle with geometric v…
cs.CV2023
Spatial-Temporal Alignment Network for Action Recognition
Jinhui Ye, Junwei Liang
This paper studies introducing viewpoint invariant feature representations in existing action recognition architecture. Despite significant progress in action recognition, efficien…