Making Time-Sensitive Networking Deployable: A Comprehensive Lifecycle Architecture
本文针对TSN实际部署复杂性问题,提出了一种全面的生命周期架构,概述了部署流程、挑战及未来研究方向。
本文针对TSN实际部署复杂性问题,提出了一种全面的生命周期架构,概述了部署流程、挑战及未来研究方向。
本文针对OFDM系统中突发脉冲噪声问题,提出了一种基于频率域块的框架,并利用期望最大化算法估计噪声状态信息以减轻噪声影响。
Aligning natural language phrases with corresponding regions in stereo images remains challenging in multimodal semantic segmentation. Method: This paper pioneers the extension of phrase grounding to stereo vision, leveraging depth-guided geometric cues to enhance cross-modal alignment accuracy. We introduce PhraseStereo—the first open-vocabulary stereo image dataset for semantic segmentation—constructed by synthesizing high-fidelity right-view images from monocular PhraseCut images using GenStereo, and rigorously aligning segmentation masks and phrase annotations across both views to ensure semantic consistency. Contribution/Results: PhraseStereo is publicly released, establishing a new benchmark for jointly modeling linguistic understanding, 2D visual perception, and 3D geometric reasoning. It enables systematic evaluation of models that simultaneously achieve fine-grained semantic comprehension and accurate spatial-geometric awareness, thereby advancing the development of geometrically grounded multimodal segmentation systems.
Open-access (OA) transformation is hindered by persistently high publishing costs. This paper introduces a low-cost Diamond OA publishing paradigm built on native LaTeX parsing and open-source software, featuring a highly automated workflow—encompassing submission, editing, peer review, and publication—complemented by a volunteer-driven collaboration model that minimizes manual intervention. Empirical implementation demonstrates that annual operational costs for a single journal can be reduced to approximately USD 705 plus USD 1 per article and 10 minutes of volunteer labor per article—representing over 95% cost reduction relative to conventional models—while maintaining rigorous academic quality through formal peer review. The core software stack is fully open-source and has been successfully adopted across multiple disciplinary communities. This study provides the first empirical validation that high-quality scholarly publishing can operate at near-zero cost to authors and readers, in a scalable and sustainable manner.
本文针对TSN实际部署复杂性问题,提出了一种全面的生命周期架构,概述了部署流程、挑战及未来研究方向。
本文针对OFDM系统中突发脉冲噪声问题,提出了一种基于频率域块的框架,并利用期望最大化算法估计噪声状态信息以减轻噪声影响。
Aligning natural language phrases with corresponding regions in stereo images remains challenging in multimodal semantic segmentation. Method: This paper pioneers the extension of phrase grounding to stereo vision, leveraging depth-guided geometric cues to enhance cross-modal alignment accuracy. We introduce PhraseStereo—the first open-vocabulary stereo image dataset for semantic segmentation—constructed by synthesizing high-fidelity right-view images from monocular PhraseCut images using GenStereo, and rigorously aligning segmentation masks and phrase annotations across both views to ensure semantic consistency. Contribution/Results: PhraseStereo is publicly released, establishing a new benchmark for jointly modeling linguistic understanding, 2D visual perception, and 3D geometric reasoning. It enables systematic evaluation of models that simultaneously achieve fine-grained semantic comprehension and accurate spatial-geometric awareness, thereby advancing the development of geometrically grounded multimodal segmentation systems.
Open-access (OA) transformation is hindered by persistently high publishing costs. This paper introduces a low-cost Diamond OA publishing paradigm built on native LaTeX parsing and open-source software, featuring a highly automated workflow—encompassing submission, editing, peer review, and publication—complemented by a volunteer-driven collaboration model that minimizes manual intervention. Empirical implementation demonstrates that annual operational costs for a single journal can be reduced to approximately USD 705 plus USD 1 per article and 10 minutes of volunteer labor per article—representing over 95% cost reduction relative to conventional models—while maintaining rigorous academic quality through formal peer review. The core software stack is fully open-source and has been successfully adopted across multiple disciplinary communities. This study provides the first empirical validation that high-quality scholarly publishing can operate at near-zero cost to authors and readers, in a scalable and sustainable manner.