7 citations · 17 across the 7 of their papers we have counts for
4 papers
Hamming Encoder: Mining Discriminative k-mers for Discrete Sequence Classification
Junjie Dong, Mudi Jiang, Lianyu Hu +1
Sequence classification has numerous applications in various fields. Despite extensive studies in the last decades, many challenges still exist, particularly in pattern-based metho…
Interpretable Sequence Clustering
Junjie Dong, Xinyi Yang, Mudi Jiang +2
Categorical sequence clustering plays a crucial role in various fields, but the lack of interpretability in cluster assignments poses significant challenges. Sequences inherently l…
Continuous Sign Language Recognition with Correlation Network
Lianyu Hu, Liqing Gao, Zekang Liu +1
Human body trajectories are a salient cue to identify actions in the video. Such body trajectories are mainly conveyed by hands and face across consecutive frames in sign language.…
Temporal Lift Pooling for Continuous Sign Language Recognition
Lianyu Hu, Liqing Gao, Zekang Liu +1
Pooling methods are necessities for modern neural networks for increasing receptive fields and lowering down computational costs. However, commonly used hand-crafted pooling approa…