ICCV

AI vs. Human Moderators: A Comparative Evaluation of Multimodal LLMs in Content Moderation for Brand Safety

Adi Levi, Or Levi, Sardhendu Mishra, Jonathan Morra

机构 * Zefr Inc（Zefr公司） 纠错

Comments Accepted to the Computer Vision in Advertising and Marketing (CVAM) workshop at ICCV 2025

Symmetry Understanding of 3D Shapes via Chirality Disentanglement

Weikang Wang, Tobias Weißberg, Nafie El Amrani, Florian Bernard

机构 * University of Bonn（波恩大学） ； Lamarr Institute（拉马尔研究所） 纠错

Comments Accepted at ICCV 2025

Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning

Yue Duan, Taicai Chen, Lei Qi, Yinghuan Shi

机构 * Nanjing University（南京大学） ； Southeast University（东南大学） 纠错

Comments Accepted by ICCV 2025

RDDPM: Robust Denoising Diffusion Probabilistic Model for Unsupervised Anomaly Segmentation

Mehrdad Moradi, Kamran Paynabar

机构 * H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology（H. Milton Stewart工业与系统工程学院，佐治亚理工学院） 纠错

Comments 10 pages, 5 figures. Accepted to the ICCV 2025 Workshop on Vision-based Industrial InspectiON (VISION)

VLM4D: Towards Spatiotemporal Awareness in Vision Language Models

Shijie Zhou, Alexander Vilesov, Xuehai He, Ziyu Wan, Shuwang Zhang, Aditya Nagachandra, Di Chang, Dongdong Chen, Xin Eric Wang, Achuta Kadambi

机构 * UCLA（美国大学洛杉矶分校） ； Microsoft（微软公司） ； UCSC（加州大学圣塔克拉拉分校） ； USC（美国大学洛杉矶分校） 纠错

Comments ICCV 2025, Project Website: https://vlm4d.github.io/

Revisiting Adversarial Patch Defenses on Object Detectors: Unified Evaluation, Large-Scale Dataset, and New Insights

Junhao Zheng, Jiahao Sun, Chenhao Lin, Zhengyu Zhao, Chen Ma, Chong Zhang, Cong Wang, Qian Wang, Chao Shen

机构 * Xi’an Jiaotong University（西安交通大学） ； City University of Hong Kong（香港城市大学） ； Wuhan University（武汉大学） 纠错

Comments Accepted by ICCV 2025

Few-Shot Vision-Language Reasoning for Satellite Imagery via Verifiable Rewards

Aybora Koksal, A. Aydin Alatan

Comments ICCV 2025 Workshop on Curated Data for Efficient Learning (CDEL). 10 pages, 3 figures, 6 tables. Our model, training code and dataset will be at https://github.com/aybora/FewShotReasoning

NeuraLeaf: Neural Parametric Leaf Models with Shape and Deformation Disentanglement

Yang Yang, Dongni Mao, Hiroaki Santo, Yasuyuki Matsushita, Fumio Okura

机构 * The University of Osaka（大阪大学） ； Microsoft Research Asia – Tokyo（微软亚洲研究院-东京） 纠错

Comments IEEE/CVF International Conference on Computer Vision (ICCV 2025), Highlight, Project: https://neuraleaf-yang.github.io/

DepthSync: Diffusion Guidance-Based Depth Synchronization for Scale- and Geometry-Consistent Video Depth Estimation

Yue-Jiang Dong, Wang Zhao, Jiale Xu, Ying Shan, Song-Hai Zhang

机构 * Tsinghua University（清华大学） ； ARC Lab, Tencent PCG（腾讯PCG实验室） 纠错

Comments Accepted by ICCV 2025; Project Homepage: https://yuejiangdong.github.io/depthsync

Repurposing 2D Diffusion Models with Gaussian Atlas for 3D Generation

Tiange Xiang, Kai Li, Chengjiang Long, Christian Häne, Peihong Guo, Scott Delp, Ehsan Adeli, Li Fei-Fei

机构 * Stanford University（斯坦福大学） ； Meta Reality Labs（Meta现实实验室） 纠错

Comments ICCV 2025

MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space

Lixing Xiao, Shunlin Lu, Huaijin Pi, Ke Fan, Liang Pan, Yueer Zhou, Ziyong Feng, Xiaowei Zhou, Sida Peng, Jingbo Wang

机构 * Zhejiang University（浙江大学） ； The Chinese University of Hong Kong (Shenzhen)（香港中文大学（深圳）） ； The University of Hong Kong（香港大学） ； Shanghai Jiao Tong University（上海交通大学） ； DeepGlint ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

Comments ICCV 2025. Project Page: https://zju3dv.github.io/MotionStreamer/

RoboTron-Drive: All-in-One Large Multimodal Model for Autonomous Driving

Zhijian Huang, Chengjian Feng, Feng Yan, Baihui Xiao, Zequn Jie, Yujie Zhong, Xiaodan Liang, Lin Ma

机构 * Shenzhen Campus of Sun Yat-sen University（中山大学深圳校区） ； Meituan（美团） 纠错

Comments ICCV 2025

Verbalized Representation Learning for Interpretable Few-Shot Generalization

Cheng-Fu Yang, Da Yin, Wenbo Hu, Heng Ji, Nanyun Peng, Bolei Zhou, Kai-Wei Chang

机构 * University of California, Los Angeles（加州大学洛杉矶分校） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments Accepted to ICCV 2025