Publication Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding Hee Suk Yoon, Eunseop Yoon, Jaehyun Jang, Soohwan Eom, Jiajing Hong, M. Hasegawa-Johnson, Qi Dai, Chong Luo, C. Yoo ICML 2026 | May 2026
Publication Foundation VAEs for 3D CT Reconstruction, Augmentation, and Generation Qi Chen, Shuhan Ding, Yu Gu, Ning Liu, Jiang Bian, Alan L. Yuille, Zongwei Zhou, Jingjing Fu ICML 2026 | May 2026
Publication MVP-LAM: Learning Action-Centric Latent Action via Cross-Viewpoint Reconstruction Jung Min Lee, Dohyeok Lee, Seokhun Ju, Taehyun Cho, Jin Woo Koo, Li Zhao, Sangwoo Hong, Jungwoo Lee ICML 2026 | May 2026
Publication AI-Assisted Systematization for Evaluating GenAI Systems Dhruv Agarwal, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Hussein Mozannar, Hannah Washington, Alexandra Chouldechova, Solon Barocas, Hanna Wallach May 2026 arXiv | May 2026
Publication Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents Donghyun Kim, Reuben Tan, Donghyun Kim ICML 2026 | May 2026
Publication Proact-VL: A Proactive VideoLLM for Real-Time AI Companions Weicai Yan, Yuhong Dai, Qimu Ran, Haodong Li, Wang Lin, Haodong Liao, Xing Xie, Tao Jin, Jianxun Lian ICML 2026 | May 2026
Publication Swift Sampling: Selecting Temporal Surprises via Taylor Series Dahye Kim, Bhuvan Sachdeva, Karan Uppal, Naman Gupta, Vineeth N Balasubramanian, Deepti Ghadiyaram May 2026 arXiv | May 2026
Publication Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models Dong Chen, Fangyun Wei, Ziyu Wan, Dongdong Chen, Jiawei Zhang, Jinjing Zhao, Sirui Zhang, Yang Yue, Zhiyang Liang, Baining Guo, Chong Luo, Jianmin Bao, Ji Li, Lei Shi, Qinhong Yang, Xiuyu Wu, Xuelu Feng, Yan Lu, Yanchen Dong, Yitong Wang, Yun Chen May 2026 arXiv | May 2026
Publication A Nash Equilibrium Framework For Training-Free Multimodal Step Verification Rohit Sinha, Kunal Tilaganji, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N Balasubramanian International Conference on Learning Representations | May 2026
Publication Visualizing the Invisible: Generative Visual Grounding Empowers Universal EEG Understanding in MLLMs Junyu Pan, Yansen Wang, Enze Zhang, Bao-Liang Lu, Weilong Zheng, Dongsheng Li May 2026 arXiv | May 2026