Papers

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ai Sep 29 Shockingly Simple Self-retrospection Improves Agentic Models Without RL by Jonathan Light, Christopher Zhang Cui, Jeonghye Kim, Roger Creus Castanyer, Emiliano Penaloza, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Minseon Kim ai Sep 29 Failure-Transparent Agents: Benchmarking Post-Failure Reporting in Tool-Using Language Models by Junru Zhu, Shiming Xie, Aime Lu Fan Chen, Xiaoqing Ding, Chunxin Tang, Ruoyu Qi, Yulang Fei ai Sep 28 Learning to Stop without Learning to Stop: Self-Supervised Confidence Training Improves Reasoning Efficiency by Parsa Hosseini, Akasha Tigalappanavara, Sumit Nawathe, Chenrui Fan, Sourya Basu, Genta Indra Winata, Anirban Das, Soheil Feizi, Nima Chitsazan machine learning Sep 28 New LoRA Skills Should Read but Never Write by Zeyan Li, Panqi Yang, Qirong Guo, Shengda Zhuo, SIyuan Qiu, Hu Xu, Chun Li, Jianfeng Xu ai Sep 23 Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs by Quan Nguyen-Tri, Mukul Ranjan, Zhiqiang Shen ai Sep 23 Detecting GPT-Assisted Writing Using Interpretable Stylometric Features by Rajesh Kumar, Nabeel Siddiqui, Alexander Fuchsberger ai Sep 21 Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic Design by Hongyang Du, Lan Yan, Christian Flores, Asim Kadav ai Sep 21 APort Vault: Benchmarking AI Agent Payment Authorization with the Open Agent Passport by Uchi Uchibeke machine learning Sep 21 OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation by Wenxue Li, Peiyan Guan, Haoyang Jiang, Junxian Cai, Hualuo Liu, Chunjie Zhang, Chong Guan, Songlian Li, Taiyi Wu, Yongjian Yu, Xiaotong Zhao, Alan Zhao, Eric Liu, Xi Chen, Yu Liu, Lei Zhu ai Sep 21 CodeMidas: Scaling Agentic Coding RL Environments from Code Itself by Bowen Ye, Lei Li, Shicheng Li, Zihao Yue, Linghao Zhang, Hanglong Lv, Yuanxin Liu, Wenhan Ma, Hao Tian, Rang Li, Jinhao Dong, Yikai Zhao, Xiangwei Deng, Hailin Zhang, Liang Zhao, Qi Liu, Lingpeng Kong, Tong Yang, Fuli Luo