NeurIPS

Two Causally Related Needles in a Video Haystack

Miaoyu Li, Qin Chao, Boyang Li

机构 * College of Computing and Data Science（计算与数据科学学院） ； Nanyang Technological University（南洋理工大学） 纠错

Comments Accepted to NeurIPS 2025 D&B Track

Exact Expressive Power of Transformers with Padding

William Merrill, Ashish Sabharwal

机构 * Allen Institute for AI（艾伦人工智能研究所） 纠错

Comments Neurips 2025

DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution

Zheng Chen, Zichen Zou, Kewei Zhang, Xiongfei Su, Xin Yuan, Yong Guo, Yulun Zhang

机构 * School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学学院） ； Zhiyuan College, Shanghai Jiao Tong University（上海交通大学紫阳学院） ； China Mobile Research Institute（中国移动研究院） ； Westlake University（西湖大学） ； Huawei Consumer Business Group（华为消费者业务集团） 纠错

Comments Accepted to NeurIPS 2025. Code is available at: https://github.com/zhengchen1999/DOVE

Learning Dynamics of RNNs in Closed-Loop Environments

Yoav Ger, Omri Barak

机构 * Rappaport Faculty of Medicine and Network Biology Research Laboratory（拉普波特医学与网络生物学研究实验室） ； Technion, Israel Institute of Technology（技术学院，以色列理工学院） 纠错

Comments Accepted at NeurIPS 2025

RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Chest X-ray with Zero-Shot Multi-Task Capability

Jonggwon Park, Byungmu Yoon, Soobum Kim, Kyoyun Choi

Comments NeurIPS 2025

A Little Depth Goes a Long Way: The Expressive Power of Log-Depth Transformers

William Merrill, Ashish Sabharwal

机构 * Allen Institute for AI（阿伦人工智能研究所） ； New York University（纽约大学） 纠错

Comments NeurIPS 2025