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Paper at a Glance Paper Title: Paper2Video: Automatic Video Generation from Scientific Papers Authors: Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou Affiliation: Show Lab, National University of Singapore Published in: arXiv Preprint, 2025 Link to Paper: https://arxiv.org/abs/2510.05096 Project ...

Paper at a Glance Paper Title: TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning Authors: Jiaru Zou, Soumya Roy, Vinay Kumar Verma, Ziyi Wang, David Wipf, Pan Lu, Sumit Negi, James Zou, Jingrui He Affiliation: UIUC, Amazon, Purdue University, Stanford University Publi...

Paper at a Glance Paper Title: DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model Authors: Yuqi Wang, Ke Cheng, Jiawei He, Qitai Wang, Hengchen Dai, Yuntao Chen, Fei Xia, and Zhaoxiang Zhang Affiliation: Chinese Academy of Sciences, Meituan Inc., HKISI CAS Publ...

Paper at a Glance Paper Title: The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain Authors: Adrian Kosowski, Przemysław Uznański, Jan Chorowski, Zuzanna Stamirowska, Michał Bartoszkiewicz Affiliation: Pathway, Palo Alto, USA Published in: arXiv Preprint, 2025 L...

Paper at a Glance Paper Title: The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Authors: Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei Affiliation: Microsoft Research, University of Chinese Academy of Scie...

Paper at a Glance Paper Title: Wonder3D: Single Image to 3D using Cross-Domain Diffusion Authors: Xiaoxiao Long, Yuan-Chen Guo, Cheng Lin, Yuan Liu, Zhiyang Dou, Lingjie Liu, Yuexin Ma, Song-Hai Zhang, Marc Habermann, Christian Theobalt, Wenping Wang Affiliation: The University of Hong Kong, Tsi...

Paper at a Glance Paper Title: Semantic Information Extraction and Multi-Agent Communication Optimization Based on Generative Pre-Trained Transformer Authors: Li Zhou, Xinfeng Deng, Zhe Wang, Xiaoying Zhang, Yanjie Dong, Xiping Hu, Zhaolong Ning, and Jibo Wei Affiliation: National University of ...

Paper at a Glance Paper Title: From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications Authors: Feibo Jiang, Cunhua Pan, Li Dong, Kezhi Wang, Octavia A. Dobre, and Merouane Debbah Affiliation: Hunan Normal University, Southeast University, Brunel University London, Me...

Paper at a Glance Paper Title: LLaVA-CoT: Let Vision Language Models Reason Step-by-Step Authors: Guowei Xu, Peng Jin, Ziang Wu, Hao Li, Yibing Song, Lichao Sun, Li Yuan Affiliation: Peking University, Tsinghua University, DAMO Academy (Alibaba Group), Lehigh University, et al. Published in: arX...

Paper at a Glance Paper Title: 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering Authors: Guanjun Wu, Taoran Yi, Jiemin Fang, Lingxi Xie, Xiaopeng Zhang, Wei Wei, Wenyu Liu, Qi Tian, and Xinggang Wang Affiliation: Huazhong University of Science and Technology, Huawei Inc. Published in:...