图像生成

Underlying Semantic Diffusion for Effective and Efficient In-Context Learning

Zhong Ji, Weilong Cao, Yan Zhang, Yanwei Pang, Jungong Han, Xuelong Li

专题命中 可控生成 ：diffusion(title,abstract)；image generation(abstract)；分类 cs.CV

ToLo: A Two-Stage, Training-Free Layout-To-Image Generation Framework For High-Overlap Layouts

Linhao Huang, Jing Yu

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

Fine-Grained Controllable Apparel Showcase Image Generation via Garment-Centric Outpainting

Rong Zhang, Jingnan Wang, Zhiwen Zuo, Jianfeng Dong, Wei Li, Chi Wang, Weiwei Xu, Xun Wang

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

GPS as a Control Signal for Image Generation

Chao Feng, Ziyang Chen, Aleksander Holynski, Alexei A. Efros, Andrew Owens

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

Comments Project page: https://cfeng16.github.io/gps-gen/

Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation

Jiaxin Cheng, Zixu Zhao, Tong He, Tianjun Xiao, Yicong Zhou, Zheng Zhang

专题命中 可控生成 ：image generation(title,abstract)；image editing(abstract)；分类 cs.CV

Comments Accepted in NeurIPS 2024

INFELM: In-depth Fairness Evaluation of Large Text-To-Image Models

Di Jin, Xing Liu, Yu Liu, Jia Qing Yap, Andrea Wong, Adriana Crespo, Qi Lin, Zhiyuan Yin, Qiang Yan, Ryan Ye

专题命中 可控生成 ：text-to-image(title,abstract)；image generation(abstract)；分类 cs.CV

Comments Di Jin and Xing Liu contributed equally to this work

GRPose: Learning Graph Relations for Human Image Generation with Pose Priors

Xiangchen Yin, Donglin Di, Lei Fan, Hao Li, Wei Chen, Xiaofei Gou, Yang Song, Xiao Sun, Xun Yang

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

Comments Accepted at AAAI2025

Learning Flow Fields in Attention for Controllable Person Image Generation

Zijian Zhou, Shikun Liu, Xiao Han, Haozhe Liu, Kam Woh Ng, Tian Xie, Yuren Cong, Hang Li, Mengmeng Xu, Juan-Manuel Pérez-Rúa, Aditya Patel, Tao Xiang, Miaojing Shi, Sen He

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

Comments github: https://github.com/franciszzj/Leffa, demo: https://huggingface.co/spaces/franciszzj/Leffa, model: https://huggingface.co/franciszzj/Leffa

Latent-Reframe: Enabling Camera Control for Video Diffusion Model without Training

Zhenghong Zhou, Jie An, Jiebo Luo

专题命中 可控生成 ：diffusion(title,abstract)；inpainting(abstract)；分类 cs.CV

Comments Project Page: https://latent-reframe.github.io

FoundHand: Large-Scale Domain-Specific Learning for Controllable Hand Image Generation

Kefan Chen, Chaerin Min, Linguang Zhang, Shreyas Hampali, Cem Keskin, Srinath Sridhar

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution

Jiahua Xiao, Jiawei Zhang, Dongqing Zou, Xiaodan Zhang, Jimmy Ren, Xing Wei

专题命中 可控生成 ：diffusion(title,abstract)；text-to-image(abstract)；分类 cs.CV

PainterNet: Adaptive Image Inpainting with Actual-Token Attention and Diverse Mask Control

Ruichen Wang, Junliang Zhang, Qingsong Xie, Chen Chen, Haonan Lu

专题命中 可控生成 ：inpainting(title,abstract)；diffusion(abstract)；分类 cs.CV

LocRef-Diffusion:Tuning-Free Layout and Appearance-Guided Generation

Fan Deng, Yaguang Wu, Xinyang Yu, Xiangjun Huang, Jian Yang, Guangyu Yan, Qiang Xu

专题命中 可控生成 ：diffusion(title,abstract)；text-to-image(abstract)；分类 cs.CV

Layout Control and Semantic Guidance with Attention Loss Backward for T2I Diffusion Model

Guandong Li

专题命中 可控生成 ：diffusion(title,abstract)；image generation(abstract)；分类 cs.CV

XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model

Anees Ur Rehman Hashmi, Ibrahim Almakky, Mohammad Areeb Qazi, Santosh Sanjeev, Vijay Ram Papineni, Jagalpathy Jagdish, Mohammad Yaqub

专题命中 可控生成 ：diffusion(title,abstract)；text-to-image(abstract)；分类 cs.CV

BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance

Ling Wang, Chen Wu, Lin Wang

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

GRIN: Zero-Shot Metric Depth with Pixel-Level Diffusion

Vitor Guizilini, Pavel Tokmakov, Achal Dave, Rares Ambrus

专题命中 可控生成 ：diffusion(title,abstract)；image generation(abstract)；分类 cs.CV

EasyControl: Transfer ControlNet to Video Diffusion for Controllable Generation and Interpolation

Cong Wang, Jiaxi Gu, Panwen Hu, Haoyu Zhao, Yuanfan Guo, Jianhua Han, Hang Xu, Xiaodan Liang

专题命中 可控生成 ：diffusion(title,abstract)；image generation(abstract)；分类 cs.CV

ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty

Xindi Wu, Dingli Yu, Yangsibo Huang, Olga Russakovsky, Sanjeev Arora

专题命中 可控生成 ：image generation(title,abstract)；text-to-image(abstract)；分类 cs.CV

Comments 43 pages

AttentionHand: Text-driven Controllable Hand Image Generation for 3D Hand Reconstruction in the Wild

Junho Park, Kyeongbo Kong, Suk-Ju Kang

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

Comments Accepted by ECCV 2024

Magic Clothing: Controllable Garment-Driven Image Synthesis

Weifeng Chen, Tao Gu, Yuhao Xu, Chengcai Chen

专题命中 可控生成 ：image synthesis(title,abstract)；diffusion(abstract)；分类 cs.CV

Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions

Fabio Tosi, Pierluigi Zama Ramirez, Matteo Poggi

专题命中 可控生成 ：diffusion(title,abstract)；text-to-image(abstract)；分类 cs.CV

Comments ECCV 2024. Code: https://github.com/fabiotosi92/Diffusion4RobustDepth Project page: https://diffusion4robustdepth.github.io/

Diff-Oracle: Deciphering Oracle Bone Scripts with Controllable Diffusion Model

Jing Li, Qiu-Feng Wang, Siyuan Wang, Rui Zhang, Kaizhu Huang, Erik Cambria

专题命中 可控生成 ：diffusion(title,abstract)；image generation(abstract)；分类 cs.CV

OmniControlNet: Dual-stage Integration for Conditional Image Generation

Yilin Wang, Haiyang Xu, Xiang Zhang, Zeyuan Chen, Zhizhou Sha, Zirui Wang, Zhuowen Tu

专题命中 可控生成 ：image generation(title,abstract)；text-to-image(abstract)；分类 cs.CV

Comments Accepted to CVPR 2024 Workshop: Generative Models for Computer Vision

HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models

Mengcheng Li, Hongwen Zhang, Yuxiang Zhang, Ruizhi Shao, Tao Yu, Yebin Liu

专题命中 可控生成 ：diffusion(title,abstract)；inpainting(abstract)；分类 cs.CV

Comments accepted in CVPR2024, project page: https://dw1010.github.io/project/HHMR/HHMR.html

From Parts to Whole: A Unified Reference Framework for Controllable Human Image Generation

Zehuan Huang, Hongxing Fan, Lipeng Wang, Lu Sheng

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis

Zolnamar Dorjsembe, Hsing-Kuo Pao, Sodtavilan Odonchimed, Furen Xiao

专题命中 可控生成 ：diffusion(title,abstract)；image generation(abstract)；分类 cs.CV

Comments This document is a preprint and has been accepted for publication in the IEEE Journal of Biomedical and Health Informatics. The final, published version can be accessed using the following DOI: 10.1109/JBHI.2024.3385504. Copyright for this article has been transferred to IEEE

ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation

Stanislav Frolov, Brian B. Moser, Sebastian Palacio, Andreas Dengel

专题命中 可控生成 ：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

Strictly-ID-Preserved and Controllable Accessory Advertising Image Generation

Youze Xue, Binghui Chen, Yifeng Geng, Xuansong Xie, Jiansheng Chen, Hongbing Ma

专题命中 可控生成 ：image generation(title,abstract)；text-to-image(abstract)；分类 cs.CV

Comments 22 pages

CCEdit: Creative and Controllable Video Editing via Diffusion Models

Ruoyu Feng, Wenming Weng, Yanhui Wang, Yuhui Yuan, Jianmin Bao, Chong Luo, Zhibo Chen, Baining Guo

专题命中 可控生成 ：diffusion(title,abstract)；text-to-image(abstract)；分类 cs.CV