Papers

Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.

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ai Oct 21 The Token-Energy Law of LLM Decode: Active Bytes and Realized Time Account for Joules per Token by Chenxu Niu, Batuhan Sencer, Wei Zhang, Yong Chen ai Oct 21 Evolving Semantic Indexes for Generative Retrieval by Jinming Nian, Jyun-Yu Jiang, Henry Tsai, Yi Fang, Zhirong Liang machine learning Oct 21 Continual Concept Personalization in Diffusion Models via Residual-Space Adaptation by Yuzhi Liu, Enis Simsar, Giulia Lanzillotta, Thomas Hofmann machine learning Oct 20 Text-to-Image Generative Modeling Without Language Pretraining by Keshigeyan Chandrasegaran, Yue Zhao, Armin W. Thomas, Ehsan Adeli, Jiajun Wu, Juan Carlos Niebles, Li Fei-Fei, Michael Poli ai Oct 20 OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory by Yu Zhou, Cheng-Fu Yang, Rui Sun, Di Wu, Sibo Peng, Mingyang Zhang, Zhen Yang, Ruiyi Zhang, Nanyun Peng, Zhe Gan, Kai-Wei Chang machine learning Oct 20 Reinforcement Learning with Visually Attributable On-Policy Self-Distillation by Shiao Xie, Siyu Chen, Jianwei Lv, Xiandong Li, Yujin Wang ai Oct 20 Manga2Animate: An Agentic Framework for Faithful Manga Animation with Script and Storyboard Planning by Sheng-Wei Zhang, Hsi-An Chen, Yan-Ting Liou, Chih-Hsuan Chen, Shih-Chen Tseng, Yu-Lun Liu ai Oct 20 Where is Physical RSI capability from? An Observational Scaling Law of LLM-as-policy by Zekai Li, Jiayi Yu, Jinlu Zhang, Luyang Niu, Zekun Qi, Jun Zheng, Xuchuan Chen, Dairu Liu, Yintianrun Zhang, He Wang, Li Yi machine learning Oct 20 WeAct: Dynamic Weight Switching as Agent Actions by Rui Shi, Xunjian Yin, Jiacheng Sang, Zichuan Liu, Shuyan Zhou machine learning Oct 19 Rethinking the design space of Vanilla Pixel Diffusion Transformers by Soumik Mukhopadhyay, Long Mai, Abhinav Shrivastava, Aniruddha Mahapatra