5 papers
Virtual Category-Guided Continual Generalized Category Discovery
Jiahui Xiong, Qiuxia Lai, Hongsong Wang
Continual Generalized Category Discovery (C-GCD) aims to incrementally identify novel categories from sequential unlabeled data while preserving recognition of known classes, which…
Temporal Consistency-Aware Text-to-Motion Generation
Hongsong Wang, Wenjing Yan, Qiuxia Lai +1
Text-to-Motion (T2M) generation aims to synthesize realistic human motion sequences from natural language descriptions. While two-stage frameworks leveraging discrete motion repres…
Foundation Model for Skeleton-Based Human Action Understanding
Hongsong Wang, Wanjiang Weng, Junbo Wang +4
Human action understanding serves as a foundational pillar in the field of intelligent motion perception. Skeletons serve as a modality- and device-agnostic representation for huma…
PAMD: Plausibility-Aware Motion Diffusion Model for Long Dance Generation
Hongsong Wang, Yin Zhu, Qiuxia Lai +3
Computational dance generation is crucial in many areas, such as art, human-computer interaction, virtual reality, and digital entertainment, particularly for generating coherent a…
SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation
Shi-Feng Peng, Guolei Sun, Yong Li +2
The primary challenge of cross-domain few-shot segmentation (CD-FSS) is the domain disparity between the training and inference phases, which can exist in either the input data or…