DenseRS-CLIP, a region-structured two-stage adaptation framework for enhancing dense representations of remote sensing CLIP models, achieves consistent improvements over representative remote sensing VLFMs and controlled distillation variants, and validate the effectiveness of weakly localized, branch-specific distilla...
Yu-Peng Deng, Wei-Zhi Chen, Jiansheng Chen et al.· IEEE Journal of Selected Top...· 0 citations
Diffusion large language models (dLLMs) achieve high decoding efficiency through block-parallel, arbitrary-order generation, making them attractive for latency-sensitive applications. GUI agents represent a natural testbed for this paradigm, as they must repeatedly perceive screen states and emit structured, spatially...
Zhangxuan Gu, Hao-Xin Chen, Qiujieli Qin et al.· 0 citations
UI-Venus-2 is presented, a general-purpose foundation GUI agent designed to operate across mobile, web, and desktop environments through a unified closed-loop reasoning-action framework that integrates safety-aware mechanisms to ensure controlled execution of consequential actions.
Venus Team, Zhuo-Hang Cai, Hao-Xin Chen et al.· 1 citation
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