Author

Jun-Yi Hu

h-index 2 View on Semantic Scholar

We have 3 of 12 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

CST-WM: A Causally Structured World Model for Embodied Visual Tracking

Embodied visual tracking requires a robot to choose actions that keep a moving target observable at a suitable distance, and to recover it after occlusion, out-of-view drift, or distractor crossings. We cast the task as planning over future target evidence with an action-conditioned world model. In logged tracking data...

Jun-Yi Hu, Shuaihang Yuan, Jia-Zhao Liang et al. · 0 citations

#computer vision Preprint Sep 2026

SignDino: Self-Supervised Sign Language Representation Learning via Temporal-Axis Self-Distillation

SignDino, a self-supervised sign-video encoder that moves the DINOv3 student--teacher recipe from the spatial domain of image crops to the temporal domain of tracked sign streams, provides a strong public self-supervised representation and shows competitive or state-of-the-art performance under matched downstream evalu...

Jun-Yi Hu, Zhe-Wen He, Hao Huang et al. · 0 citations

Jul 2026

VTaMo: Video-Text Alignment Model for Sign Language Translation

VTaMo is presented, a framework that introduces explicit multi-granularity alignment at three levels: local alignment via entropy-regularized optimal transport with a learnable null token for fine-grained frame-to-token correspondences; global alignment via a learnable orthogonal transformation that calibrates embeddin...

Junyi Hu, Zhewen He, Hao Huang et al. · arXiv.org · 0 citations