公開日 Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search Yifei Zhang, Xu Yang, Xiao Yang, Bowen Xian, Qizheng Li, Shikai Fang, Jingyuan Li, Jian Wang, Mingrui Xu, Weiqing Liu, Jiang Bian March 2026 arXiv | March 2026 Github
公開日 Learning to Draft: Adaptive Speculative Decoding with Reinforcement Learning Jiebin Zhang, Zhenghan Yu, Liang Wang, Nan Yang, Eugene J. Yu, Zheng Li, Yifan Song, Dawei Zhu, Xingxing Zhang, Furu Wei, Sujian Li March 2026 arXiv | March 2026
公開日 CARE: Towards Clinical Accountability in Multi-Modal Medical Reasoning with an Evidence-Grounded Agentic Framework Yuexi Du, Jinglu Wang, Shujie Liu, N. Dvornek, Yan Lu March 2026 arXiv | March 2026
公開日 Neither Here Nor There: Cross-Lingual Representation Dynamics of Code-Mixed Text in Multilingual Encoders Debajyoti Mazumder, Divyansh Pathak, Prashant Kodali, Jasabanta Patro March 2026 arXiv | March 2026
公開日 From pixels to patches: Pooling strategies for earth embeddings Isaac Corley, Caleb Robinson, Inbal Becker-Reshef, Juan M. Lavista Ferres March 2026
公開日 StreamWise: Serving Multi-Modal Generation in Real-Time at Scale Haoran Qiu, Gohar Irfan Chaudhry, Chaojie Zhang, Íñigo Goiri, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini March 2026 プロジェクト
公開日 Online Experiential Learning for Language Models Tianzhu Ye, Li Dong, Qingxiu Dong, Xun Wu, Shaohan Huang, Furu Wei arXiv: Computation and Language | March 2026, 巻2603(16856)
公開日 Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs Aditya Kanade, Tanuja Ganu Conference of the European Chapter of the Association for Computational Linguistics | March 2026
公開日 Advancing earth observation through machine learning: A TorchGeo tutorial Caleb Robinson, Nils Lehmann, Adam J. Stewart, Burak Ekim, Heng Fang, Isaac A. Corley, Maurício Cordeiro ICLR 2026 Machine Learning for Remote Sensing | March 2026
公開日 A Simple and Effective Reinforcement Learning Method for Text-to-Image Diffusion Fine-tuning Shashank Gupta, Chaitanya Ahuja, Tsung-Yu Lin, Sreya Dutta Roy, Harrie Oosterhuis, Maarten de Rijke, Satya Narayan Shukla Transactions on Machine Learning Research (TMLR), 2026 | March 2026