多模态大模型

Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling

Guillem Capellera, Antonio Rubio, Luis Ferraz, Antonio Agudo

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.CV

Comments Accepted to CVPR 2025 conference

AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea

Qifan Yu, Wei Chow, Zhongqi Yue, Kaihang Pan, Yang Wu, Xiaoyang Wan, Juncheng Li, Siliang Tang, Hanwang Zhang, Yueting Zhuang

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.CV

Comments Accepted by CVPR 2025

MultiBooth: Towards Generating All Your Concepts in an Image from Text

Chenyang Zhu, Kai Li, Yue Ma, Chunming He, Xiu Li

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.CV

Comments To be published in AAAI 2025

Deterministic Medical Image Translation via High-fidelity Brownian Bridges

Qisheng He, Nicholas Summerfield, Peiyong Wang, Carri Glide-Hurst, Ming Dong

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.CV

A Semantic-Enhanced Heterogeneous Graph Learning Method for Flexible Objects Recognition

Kunshan Yang, Wenwei Luo, Yuguo Hu, Jiafu Yan, Mengmeng Jing, Lin Zuo

专题命中 多模态生成 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted by ICME 2025

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework

Qi Qin, Le Zhuo, Yi Xin, Ruoyi Du, Zhen Li, Bin Fu, Yiting Lu, Jiakang Yuan, Xinyue Li, Dongyang Liu, Xiangyang Zhu, Manyuan Zhang, Will Beddow, Erwann Millon, Victor Perez, Wenhai Wang, Conghui He, Bo Zhang, Xiaohong Liu, Hongsheng Li, Yu Qiao, Chang Xu, Peng Gao

专题命中 多模态生成 ：cross-modal(abstract)；分类 cs.CV

Comments Tech Report, 21 pages, 12 figures

StyleStudio: Text-Driven Style Transfer with Selective Control of Style Elements

Mingkun Lei, Xue Song, Beier Zhu, Hao Wang, Chi Zhang

专题命中 多模态生成 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted by CVPR 2025

Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization

Zhanhao Liang, Yuhui Yuan, Shuyang Gu, Bohan Chen, Tiankai Hang, Mingxi Cheng, Ji Li, Liang Zheng

专题命中 多模态生成 ：image-text(abstract)；分类 cs.CV

Comments CVPR 2025. Project Page: https://rockeycoss.github.io/spo.github.io/

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning

Jiaqi Liao, Zhengyuan Yang, Linjie Li, Dianqi Li, Kevin Lin, Yu Cheng, Lijuan Wang

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

Comments Project Page: https://ImageGen-CoT.github.io/

RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation

Yazhou Zhu, Minxian Li, Qiaolin Ye, Shidong Wang, Tong Xin, Haofeng Zhang

专题命中 多模态生成 ：cross-modal(abstract)；分类 cs.CV

Comments More details should be included, and more experiments

Improving Compositional Attribute Binding in Text-to-Image Generative Models via Enhanced Text Embeddings

Arman Zarei, Keivan Rezaei, Samyadeep Basu, Mehrdad Saberi, Mazda Moayeri, Priyatham Kattakinda, Soheil Feizi

专题命中 多模态生成 ：image-text(abstract)；分类 cs.CV

From Fragment to One Piece: A Survey on AI-Driven Graphic Design

Xingxing Zou, Wen Zhang, Nanxuan Zhao

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.AI

MuMA: 3D PBR Texturing via Multi-Channel Multi-View Generation and Agentic Post-Processing

Lingting Zhu, Jingrui Ye, Runze Zhang, Zeyu Hu, Yingda Yin, Lanjiong Li, Jinnan Chen, Shengju Qian, Xin Wang, Qingmin Liao, Lequan Yu

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

Comments 17 pages, 14 figures

PDDM: Pseudo Depth Diffusion Model for RGB-PD Semantic Segmentation Based in Complex Indoor Scenes

Xinhua Xu, Hong Liu, Jianbing Wu, Jinfu Liu

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.CV

MEPNet: Medical Entity-balanced Prompting Network for Brain CT Report Generation

Xiaodan Zhang, Yanzhao Shi, Junzhong Ji, Chengxin Zheng, Liangqiong Qu

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.AI

Comments AAAI 2025 Oral Paper

Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution

Qihao Liu, Xi Yin, Alan Yuille, Andrew Brown, Mannat Singh

专题命中 多模态生成 ：cross-modal(abstract)；分类 cs.CV

Comments CVPR 2025 camera-ready version. Project page: https://cross-flow.github.io/

SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE

Yongwei Chen, Yushi Lan, Shangchen Zhou, Tengfei Wang, Xingang Pan

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

Comments Project page: https://cyw-3d.github.io/projects/SAR3D/ Accepted by CVPR2025

Diffusion Transformer Policy

Zhi Hou, Tianyi Zhang, Yuwen Xiong, Hengjun Pu, Chengyang Zhao, Ronglei Tong, Yu Qiao, Jifeng Dai, Yuntao Chen

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.CV

Comments preprint; New Project Page: https://robodita.github.io; revert unsuitable replacement

Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission

Mingyu Yang, Bowen Liu, Boyang Wang, Hun-Seok Kim

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles

Ruoqi Zhang, Ziwei Luo, Jens Sjölund, Per Mattsson, Linus Gisslén, Alessandro Sestini

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.AI

From Voices to Worlds: Developing an AI-Powered Framework for 3D Object Generation in Augmented Reality

Majid Behravan, Denis Gracanin

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.AI

Comments arXiv admin note: text overlap with arXiv:2502.15869

PersonaBooth: Personalized Text-to-Motion Generation

Boeun Kim, Hea In Jeong, JungHoon Sung, Yihua Cheng, Jeongmin Lee, Ju Yong Chang, Sang-Il Choi, Younggeun Choi, Saim Shin, Jungho Kim, Hyung Jin Chang

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.CV

Matrix3D: Large Photogrammetry Model All-in-One

Yuanxun Lu, Jingyang Zhang, Tian Fang, Jean-Daniel Nahmias, Yanghai Tsin, Long Quan, Xun Cao, Yao Yao, Shiwei Li

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.CV

Comments CVPR 2025 camera ready. Project Page: https://nju-3dv.github.io/projects/matrix3d

FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing

Tianyi Wei, Yifan Zhou, Dongdong Chen, Xingang Pan

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

Comments Project page: https://wtybest.github.io/projects/FreeFlux/

One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering

Deepayan Das, Davide Talon, Massimiliano Mancini, Yiming Wang, Elisa Ricci

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation

Kaiyi Huang, Chengqi Duan, Kaiyue Sun, Enze Xie, Zhenguo Li, Xihui Liu

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

Comments This is the journal version. For conference version (T2I-CompBench): arXiv:2307.06350v2. Project page: https://karine-h.github.io/T2I-CompBench-new/

Unified Autoregressive Visual Generation and Understanding with Continuous Tokens

Lijie Fan, Luming Tang, Siyang Qin, Tianhong Li, Xuan Yang, Siyuan Qiao, Andreas Steiner, Chen Sun, Yuanzhen Li, Tao Zhu, Michael Rubinstein, Michalis Raptis, Deqing Sun, Radu Soricut

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

Comments Tech report

Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification

Wenbo Dai, Lijing Lu, Zhihang Li

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

Comments AAAI 2025

Modality-Composable Diffusion Policy via Inference-Time Distribution-level Composition

Jiahang Cao, Qiang Zhang, Hanzhong Guo, Jiaxu Wang, Hao Cheng, Renjing Xu

专题命中 多模态生成 ：multimodal(abstract)；分类 cs.CV

Comments Accepted to ICLR 2025 Generative Models for Robot Learning Workshop

VRsketch2Gaussian: 3D VR Sketch Guided 3D Object Generation with Gaussian Splatting

Songen Gu, Haoxuan Song, Binjie Liu, Qian Yu, Sanyi Zhang, Haiyong Jiang, Jin Huang, Feng Tian

专题命中 多模态生成 ：multi-modal(abstract)；分类 cs.CV