Papers

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

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ai Oct 16 A team of Gemini 4 Argon agents beats Minecraft by Maxence Faldor, Satinder Singh, Roberta Raileanu machine learning Oct 16 Twice Upon a Time: Complementary Representations for Time-Series Reasoning by Hedi Zisling, Liran Nochumsohn, Ilan Naiman, Mihir Parmar, Omri Azencot ai Oct 16 Learning to Steer LLM Agents and Multi-Agent Systems by Leyang Shen, Yaxin Gong, Yang Zhang, Chenxiao Fan, Jiakai Wang, Dong Wang, Yang Liu, Fuli Feng, Chun Kai Ling, Tat-Seng Chua ai Oct 14 ChunkAct: Action Chunking for Agentic Robotics by Bingxin Xu, Wenrui Bao, Xinxin Liu, Jiawei Zhou, Yuzhang Shang, Emilio Ferrara machine learning Oct 14 Dog-Breed Text-to-image Flow Matching from Pretraining to Fine-Tuning on 4 Consumer GPUs by Reyhaneh Esmailizadeh, Xingjian Leng, Zhanhao Liang, Liang Zheng ai Oct 14 Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards by Wenbo Hu, Shraman Pramanick, Krishna Kumar Singh, Nanyun Peng, Kai-Wei Chang, Yong Jae Lee ai Oct 14 AutoAgent0: An Agentic Runtime for Safe Closed-Loop Driving by Jiageng Liu, Seth Z. Zhao, Zewei Zhou, Alejandro Huerta, Aidan Bayer-Calvert, Yuxin Bao, Haotian Lin, Robert Spataru, Zijun Cui, Yining Hong, Bolei Zhou, Jiaqi Ma ai Oct 14 AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards by Xin Gao, Yifan Yang, Xin Li, Pan Wang, Yan Li, Muzhao Tian, Mingxi Cheng, Bei Liu, Kai Qiu, Qi Dai, Dong Chen, Yue Dong, Leandros Tassiulas, Rex Ying, Ji Li, Chong Luo ai Oct 14 Visual Tokens on Demand: Visual Budgeting for Scalable and Efficient Multi-Image Reasoning in Multimodal LLMs by Aimon Rahman, Joymallya Chakraborty, Vidit Bansal, Abhishek Dan ai Oct 14 PixelMoE: Scaling Pixel-Space Diffusion with LLM-Style Mixture-of-Experts by Ruixiao Dong, Jianmin Bao, Bozhi Luan, Zijie Meng, Xin Tao, Pengfei Wan, Kun Gai, Li Li, Houqiang Li