We present Light Field Primitives (LFP), a formulation for novel view synthesis that replaces the dense ray database with a compact set of differentiable primitives in the classical two-plane parameterization. Each primitive condenses a group of rays into one learned record, and its response to a query is governed by h...
Liang Chen, Jia-Hui Ning, Xun Jiang et al.· 0 citations
Latent visual reasoning equips vision--language models with continuous intermediate states that can process visual evidence without explicit textual reasoning traces or repeated image operations. However, existing methods often allow multiple latent tokens to access the same visual evidence through shared value project...
Yingcheng Liu, Tian-Yi Jiang, Yu-Juan Ding et al.· 0 citations
This paper proposes VisualRouter, a training-free and plug-and-play framework for query-grounded visual sampling, which consistently improves multiple LVLMs over uniform sampling, and outperforming existing training-free visual sampling methods under the same setting.
Haiyue Zhang, Yi Bin, Xun Jiang et al.· arXiv.org· 0 citations
To facilitate smart wearable devices or human-like robotics with real-time first-person perspective perception ability, recent researchers proposed the Egocentric Online Action Segmentation (EOAS) task. It requires models to recognize what is happening in egocentric streaming videos and discriminate the starting and en...
Xun Jiang, Xing Xu, Chong Liu et al.· IEEE Transactions on Image P...· 1 citation
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