ICCV

Hybrid-grained Feature Aggregation with Coarse-to-fine Language Guidance for Self-supervised Monocular Depth Estimation

Wenyao Zhang, Hongsi Liu, Bohan Li, Jiawei He, Zekun Qi, Yunnan Wang, Shengyang Zhao, Xinqiang Yu, Wenjun Zeng, Xin Jin

机构 * MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University（人工智能 MOE 实验室，上海交通大学人工智能学院） ； Ningbo Institute of Digital Twin, Eastern Institute of Technology, Ningbo, China（宁波数字孪生研究所，东技术研究所，宁波，中国） ； Ningbo Key Laboratory of Spatial Intelligence and Digital Derivative, Ningbo, China（宁波空间智能与数字衍生关键实验室，宁波，中国） ； University of Science and Technology of China（中国科学技术大学） ； CASIA ； Tsinghua University（清华大学） 纠错

Comments ICCV 2025

TARO: Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning for Synchronized Video-to-Audio Synthesis

Tri Ton, Ji Woo Hong, Chang D. Yoo

机构 * Korea Advanced Institute of Science and Technology (KAIST)（韩国科学技术院） 纠错

Comments Accepted to ICCV 2025. Please visit our project page at https://triton99.github.io/taro-site/

ProbRes: Probabilistic Jump Diffusion for Open-World Egocentric Activity Recognition

Sanjoy Kundu, Shanmukha Vellamcheti, Sathyanarayanan N. Aakur

机构 * CSSE Department, Auburn University（计算机科学与工程系，阿伯丁大学） 纠错

Comments Accepted to ICCV 2025. 17 pages, 6 figures, 3 tables

Dense2MoE: Restructuring Diffusion Transformer to MoE for Efficient Text-to-Image Generation

Youwei Zheng, Yuxi Ren, Xin Xia, Xuefeng Xiao, Xiaohua Xie

机构 * Sun Yat-sen University（中山大学） ； ByteDance Intelligent Creation（字节跳动智能创作） ； ByteDance Seed Vision（字节跳动种子视觉） ； Guangdong Province Key Laboratory of Information Security Technology（广东省信息安全技术重点实验室） ； Pazhou Lab (Huangpu)（琶洲实验室（黄埔）） 纠错

Comments Accepted by ICCV 2025

Modeling Time-Lapse Trajectories to Characterize Cranberry Growth

Ronan John, Anis Chihoub, Ryan Meegan, Gina Sidelli, Jeffery Neyhart, Peter Oudemans, Kristin Dana

Comments Accepted to ICCV Workshops 2025

RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation

Xianfeng Tan, Yuhan Li, Wenxiang Shang, Yubo Wu, Jian Wang, Xuanhong Chen, Yi Zhang, Ran Lin, Bingbing Ni

机构 * Shanghai Jiao Tong University（上海交通大学） ； Alibaba Group（阿里巴巴集团） 纠错

Comments Accept by ICCV 2025 (Highlight). Project website: https://colorful-liyu.github.io/RAGDiffusion-page/

Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration

Darshan Thaker, Abhishek Goyal, René Vidal

机构 * University of Pennsylvania（宾夕法尼亚大学） 纠错

Comments Accepted at International Conference on Computer Vision (ICCV) 2025