NeurIPS - arXivDaily 期刊&会议

2509.15193 2025-09-19 quant-ph cs.AI

TITAN: A Trajectory-Informed Technique for Adaptive Parameter Freezing in Large-Scale VQE

Yifeng Peng, Xinyi Li, Samuel Yen-Chi Chen, Kaining Zhang, Zhiding Liang, Ying Wang, Yuxuan Du

机构 * Stevens Institute of Technology（史蒂文斯理工学院）； Wells Fargo（沃克银行）； Nanyang Technological University（南洋理工大学）； Rensselaer Polytechnic Institute（拉特格斯理工学院）

Comments Accepted by The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)

2509.15185 2025-09-19 cs.CV

Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation

Xiaoyu Yue, Zidong Wang, Yuqing Wang, Wenlong Zhang, Xihui Liu, Wanli Ouyang, Lei Bai, Luping Zhou

机构 * Shanghai AI Laboratory（上海人工智能实验室）； University of Sydney（悉尼大学）； Chinese University of Hong Kong（香港中文大学）； University of Hong Kong（香港大学）

Comments Accepted by NeurIPS 2025

2509.15155 2025-09-19 cs.LG cs.RO

Self-Improving Embodied Foundation Models

Seyed Kamyar Seyed Ghasemipour, Ayzaan Wahid, Jonathan Tompson, Pannag Sanketi, Igor Mordatch

机构 * Generalist ； Google DeepMind（谷歌DeepMind）

Comments Appearing in the Conference on Neural Information Processing Systems (NeurIPS 2025)

2509.15096 2025-09-19 cs.CV

OmniSegmentor: A Flexible Multi-Modal Learning Framework for Semantic Segmentation

Bo-Wen Yin, Jiao-Long Cao, Xuying Zhang, Yuming Chen, Ming-Ming Cheng, Qibin Hou

机构 * VCIP, CS, Nankai University（视觉计算研究所，计算机科学，南开大学）

Comments Accepted by NeurIPS 2025

2509.07027 2025-09-19 cs.CV cs.AI cs.LG

Moment- and Power-Spectrum-Based Gaussianity Regularization for Text-to-Image Models

Jisung Hwang, Jaihoon Kim, Minhyuk Sung

机构 * KAIST（韩国科学技术院）

Comments Accepted to NeurIPS 2025

2507.16815 2025-09-19 cs.CV cs.AI cs.LG cs.RO

ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning

Chi-Pin Huang, Yueh-Hua Wu, Min-Hung Chen, Yu-Chiang Frank Wang, Fu-En Yang

机构 * NVIDIA ； National Taiwan University（国立台湾大学）

Comments NeurIPS 2025. Project page: https://jasper0314-huang.github.io/thinkact-vla/

2505.22159 2025-09-19 cs.RO cs.CV

ForceVLA: Enhancing VLA Models with a Force-aware MoE for Contact-rich Manipulation

Jiawen Yu, Hairuo Liu, Qiaojun Yu, Jieji Ren, Ce Hao, Haitong Ding, Guangyu Huang, Guofan Huang, Yan Song, Panpan Cai, Cewu Lu, Wenqiang Zhang

机构 * Fudan University（复旦大学）； Shanghai Jiao Tong University（上海交通大学）； Shanghai Innovation Institute（上海创新研究院）； Shanghai AI Lab（上海人工智能实验室）； National University of Singapore（新加坡国立大学）； Shanghai University（上海大学）； Xi’an Jiaotong University（西安交通大学）； Noematrix Intelligence（Noematrix智能科技）

Comments NeurIPS 2025

2505.21448 2025-09-19 cs.CV

OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers

Ziqiao Peng, Jiwen Liu, Haoxian Zhang, Xiaoqiang Liu, Songlin Tang, Pengfei Wan, Di Zhang, Hongyan Liu, Jun He

机构 * Renmin University of China（中国人民大学）； Kling Team, Kuaishou Technology（快手科技 Kling 团队）； Tsinghua University（清华大学）

Comments Accepted as NeurIPS 2025 spotlight

2501.19155 2025-09-19 cs.CV cs.AI

SWAT: Sliding Window Adversarial Training for Gradual Domain Adaptation

Zixi Wang, Xiangxu Zhao, Tonglan Xie, Mengmeng Jing, Lin Zuo

机构 * School of Information and Software Engineering University of Electronic Science and Technology of China（信息与软件工程学院电子科学与技术大学）

Comments submitted to NIPS 2025