ICCV

Capture, Canonicalize, Splat: Zero-Shot 3D Gaussian Avatars from Unstructured Phone Images

Emanuel Garbin, Guy Adam, Oded Krams, Zohar Barzelay, Eran Guendelman, Michael Schwarz, Matteo Presutto, Moran Vatelmacher, Yigal Shenkman, Eli Peker, Itai Druker, Uri Patish, Yoav Blum, Max Bluvstein, Junxuan Li, Rawal Khirodkar, Shunsuke Saito

机构 * Meta 纠错

Comments This work received the Best Paper Honorable Mention at the AMFG Workshop, ICCV 2025

AesCrop: Aesthetic-driven Cropping Guided by Composition

Yen-Hong Wong, Lai-Kuan Wong

机构 * Faculty of Computing and Informatics（计算与信息学院） 纠错

Comments Accepted at the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025

Enpowering Your Pansharpening Models with Generalizability: Unified Distribution is All You Need

Yongchuan Cui, Peng Liu, Hui Zhang

机构 * Aerospace Information Research Institute, Chinese Academy of Sciences（中国科学院航空航天信息研究所） ； School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences（中国科学院大学电子电气与通信工程学院） ； School of Engineering Medicine, Beihang University（北航工程医学学院） 纠错

Comments Accepted to ICCV 2025

Efficient Depth- and Spatially-Varying Image Simulation for Defocus Deblur

Xinge Yang, Chuong Nguyen, Wenbin Wang, Kaizhang Kang, Wolfgang Heidrich, Xiaoxing Li

机构 * KAUST（卡斯土尼亚大学） ； Meta Reality Labs（Meta现实实验室） 纠错

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops 2025

MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance

Quanhao Li, Zhen Xing, Rui Wang, Hui Zhang, Qi Dai, Zuxuan Wu

机构 * Shanghai Key Lab of Intell. Info. Processing, School of CS, Fudan University（上海智能信息处理关键实验室，复旦大学计算机学院） ； Shanghai Collaborative Innovation Center of Intelligent Visual Computing（上海智能视觉计算协同创新中心） ； Microsoft Research Asia（微软亚洲研究院） 纠错

Comments Accepted by ICCV 2025

VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation

Shoubin Yu, Difan Liu, Ziqiao Ma, Yicong Hong, Yang Zhou, Hao Tan, Joyce Chai, Mohit Bansal

机构 * Adobe Research（Adobe研究机构） ； University of Michigan（密歇根大学） ； UNC Chapel Hill（北卡罗来纳大学教堂山分校） 纠错

Comments ICCV 2025; First three authors contributed equally. Project page: https://veggie-gen.github.io/

Pulling Back the Curtain: Unsupervised Adversarial Detection via Contrastive Auxiliary Networks

Eylon Mizrahi, Raz Lapid, Moshe Sipper

机构 * Ben-Gurion University（本·古里安大学） ； DeepKeep 纠错

Comments Accepted for Oral Presentation at SafeMM-AI @ ICCV 2025 (Spotlight)

Journal ref ICCV 2025 Workshop on SafeMM-AI: Safe and Trustworthy Multimodal AI Systems

Improving the Physics of Video Generation with VJEPA-2 Reward Signal

Jianhao Yuan, Xiaofeng Zhang, Felix Friedrich, Nicolas Beltran-Velez, Melissa Hall, Reyhane Askari-Hemmat, Xiaochuang Han, Nicolas Ballas, Michal Drozdzal, Adriana Romero-Soriano

机构 * FAIR, Meta Superintelligence Labs（FAIR、Meta超智能实验室） ； University of Oxford（牛津大学） ； Mila - Québec AI Institute（魁北克人工智能研究所） ； Université de Montréal（蒙特利尔大学） ； Columbia University（哥伦比亚大学） ； McGill University（麦吉尔大学） ； Canada CIFAR AI Chair（加拿大CIFAR人工智能 chair） 纠错

Comments 2 pages

Journal ref Winning entry of the ICCV 2025 Physics IQ Challenge

Embodied Navigation with Auxiliary Task of Action Description Prediction

Haru Kondoh, Asako Kanezaki

机构 * Institute of Science Tokyo（东京科学研究所） ； RIKEN AIP（日本科学技术研究所AIP） 纠错

Comments ICCV 2025 Poster

Multi-Agent Pose Uncertainty: A Differentiable Rendering Cramér-Rao Bound

Arun Muthukkumar

机构 * Illinois Mathematics and Science Academy（伊利诺伊数学与科学学院） 纠错

Comments 5 pages, 3 figures, 1 table. Presented at IEEE/CVF International Conference on Computer Vision (ICCV 2025) and IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025)

TransFace++: Rethinking the Face Recognition Paradigm with a Focus on Accuracy, Efficiency, and Security

Jun Dan, Yang Liu, Baigui Sun, Jiankang Deng, Shan Luo

机构 * Zhejiang University（浙江大学） ； Wolf 1069 b Lab, Sany Group（沃尔夫1069b实验室，三一集团） ； Department of Computing, Imperial College London（计算系，帝国理工学院伦敦分校） ； Department of Engineering, King’s College London（工程系，国王学院伦敦分校） 纠错

Comments This is an extended version of our previous ICCV paper "TransFace", with significant new experiments, ablation studies, and improvements published in IEEE TPAMI as "TransFace++"