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Academic · 1 min

VDCook:DIY video data cook your MLLMs

arXiv:2603.05539v1 Announce Type: cross Abstract: We introduce VDCook: a self-evolving video data operating system, a configurable video data construction platform for researchers and vertical domain …

Chengwei Wu
51 views
Academic · 1 min

An Embodied Companion for Visual Storytelling

arXiv:2603.05511v1 Announce Type: cross Abstract: As artificial intelligence shifts from pure tool for delegation toward agentic collaboration, its use in the arts can shift beyond …

Patrick Tresset, Markus Wulfmeier
72 views
Academic · 1 min

Evolving Medical Imaging Agents via Experience-driven Self-skill Discovery

arXiv:2603.05860v1 Announce Type: new Abstract: Clinical image interpretation is inherently multi-step and tool-centric: clinicians iteratively combine visual evidence with patient context, quantify findings, and refine …

Lin Fan, Pengyu Dai, Zhipeng Deng, Haolin Wang, Xun Gong, Yefeng Zheng, Yafei Ou
41 views
Academic · 1 min

Towards Neural Graph Data Management

arXiv:2603.05529v1 Announce Type: cross Abstract: While AI systems have made remarkable progress in processing unstructured text, structured data such as graphs stored in databases, continues …

Yufei Li, Yisen Gao, Jiaxin Bai, Jiaxuan Xiong, Haoyu Huang, Zhongwei Xie, Hong Ting Tsang, Yangqiu Song
50 views
Academic · 1 min

Talk Freely, Execute Strictly: Schema-Gated Agentic AI for Flexible and Reproducible Scientific Workflows

arXiv:2603.06394v1 Announce Type: new Abstract: Large language models (LLMs) can now translate a researcher's plain-language goal into executable computation, yet scientific workflows demand determinism, provenance, …

Joel Strickland, Arjun Vijeta, Chris Moores, Oliwia Bodek, Bogdan Nenchev, Thomas Whitehead, Charles Phillips, Karl Tassenberg, Gareth Conduit, Ben Pellegrini
46 views
Academic · 1 min

Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum

arXiv:2603.05614v1 Announce Type: new Abstract: Real-time AI services increasingly operate across the device-edge-cloud continuum, where autonomous AI agents generate latency-sensitive workloads, orchestrate multi-stage processing pipelines, …

Lauri Lov\'en, Alaa Saleh, Reza Farahani, Ilir Murturi, Miguel Bordallo L\'opez, Praveen Kumar Donta, Schahram Dustdar
35 views