Johns Hopkins University（约翰斯·霍普金斯大学）

Talk Isn't Always Cheap: Understanding Failure Modes in Multi-Agent Debate

Andrea Wynn, Harsh Satija, Gillian Hadfield

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Vector Institute（向量研究所） 纠错

Comments ICML MAS Workshop 2025

Mesh-Gait: A Unified Framework for Gait Recognition Through Multi-Modal Representation Learning from 2D Silhouettes

Zhao-Yang Wang, Jieneng Chen, Jiang Liu, Yuxiang Guo, Rama Chellappa

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Advanced Micro Devices, Inc.（先进微器件公司） 纠错

Self-ensemble: Mitigating Confidence Mis-calibration for Large Language Models

Zicheng Xu, Guanchu Wang, Guangyao Zheng, Yu-Neng Chuang, Alexander Szalay, Xia Hu, Vladimir Braverman

机构 * Rice University（里士大学） ； University of North Carolina at Charlotte（北卡罗来纳州立大学） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

CodeCrash: Exposing LLM Fragility to Misleading Natural Language in Code Reasoning

Man Ho Lam, Chaozheng Wang, Jen-tse Huang, Michael R. Lyu

机构 * The Chinese University of Hong Kong（香港中文大学） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

Comments NeurIPS 2025; 10 pages of main text; 25 pages of appendices. Website - https://cuhk-arise.github.io/CodeCrash/

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction

Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Adobe Research（Adobe研究） ； HKUST（香港科技大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

Comments ICCV 2025; A novel one-stage 3DGS-based diffusion for 3D object generation and scene reconstruction from a single view in ~6 seconds