图像生成 - arXivDaily 专题

2312.02150 2024-04-04 cs.CV 83%

Readout Guidance: Learning Control from Diffusion Features

Grace Luo, Trevor Darrell, Oliver Wang, Dan B Goldman, Aleksander Holynski

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

Comments CVPR 2024

2403.01852 2024-03-05 cs.CV 83%

PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis

Zhengyao Lv, Yuxiang Wei, Wangmeng Zuo, Kwan-Yee K. Wong

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

2402.17910 2024-02-29 cs.CV 83%

Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models

Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga, Farid Boussaid

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

2402.13404 2024-02-22 cs.CV 83%

Layout-to-Image Generation with Localized Descriptions using ControlNet with Cross-Attention Control

Denis Lukovnikov, Asja Fischer

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

2402.06446 2024-02-12 cs.CV 83%

ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation

Fengyi Shen, Li Zhou, Kagan Kucukaytekin, Ziyuan Liu, He Wang, Alois Knoll

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

2402.03290 2024-02-06 cs.CV cs.AI cs.LG 83%

InstanceDiffusion: Instance-level Control for Image Generation

Xudong Wang, Trevor Darrell, Sai Saketh Rambhatla, Rohit Girdhar, Ishan Misra

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

Comments Preprint; Project page: https://people.eecs.berkeley.edu/~xdwang/projects/InstDiff/

2401.16762 2024-01-31 cs.CV 83%

Pick-and-Draw: Training-free Semantic Guidance for Text-to-Image Personalization

Henglei Lv, Jiayu Xiao, Liang Li, Qingming Huang

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

2401.16157 2024-01-30 cs.CV cs.AI 83%

Spatial-Aware Latent Initialization for Controllable Image Generation

Wenqiang Sun, Teng Li, Zehong Lin, Jun Zhang

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

2401.03433 2024-01-09 cs.CV 83%

SpecRef: A Fast Training-free Baseline of Specific Reference-Condition Real Image Editing

Songyan Chen, Jiancheng Huang

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

2312.10899 2023-12-19 cs.CV 83%

MagicScroll: Nontypical Aspect-Ratio Image Generation for Visual Storytelling via Multi-Layered Semantic-Aware Denoising

Bingyuan Wang, Hengyu Meng, Zeyu Cai, Lanjiong Li, Yue Ma, Qifeng Chen, Zeyu Wang

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

Comments Project page: https://magicscroll.github.io/

2305.10135 2023-12-19 cs.CV 83%

Controllable Mind Visual Diffusion Model

Bohan Zeng, Shanglin Li, Xuhui Liu, Sicheng Gao, Xiaolong Jiang, Xu Tang, Yao Hu, Jianzhuang Liu, Baochang Zhang

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

Comments 16 pages, 11 figures

2312.06971 2023-12-13 cs.CV 83%

CCM: Adding Conditional Controls to Text-to-Image Consistency Models

Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Yu Liu, Xueyang Fu, Zheng-Jun Zha

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

Comments Project Page: https://swiftforce.github.io/CCM

2311.14494 2023-11-29 cs.CV 83%

MVControl: Adding Conditional Control to Multi-view Diffusion for Controllable Text-to-3D Generation

Zhiqi Li, Yiming Chen, Lingzhe Zhao, Peidong Liu

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

Comments Project page: https://lizhiqi49.github.io/MVControl/

2311.02343 2023-11-07 cs.CV cs.AI 83%

Stable Diffusion Reference Only: Image Prompt and Blueprint Jointly Guided Multi-Condition Diffusion Model for Secondary Painting

Hao Ai, Lu Sheng

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

2301.12247 2023-11-06 cs.CV cs.AI cs.LG 83%

SEGA: Instructing Text-to-Image Models using Semantic Guidance

Manuel Brack, Felix Friedrich, Dominik Hintersdorf, Lukas Struppek, Patrick Schramowski, Kristian Kersting

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

Comments arXiv admin note: text overlap with arXiv:2212.06013 Proceedings of the Advances in Neural Information Processing Systems: Annual Conference on Neural Information Processing Systems (NeurIPS)

2307.00773 2023-10-12 cs.CV cs.AI 83%

DifFSS: Diffusion Model for Few-Shot Semantic Segmentation

Weimin Tan, Siyuan Chen, Bo Yan

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

Comments code is available at https://github.com/TrinitialChan/DifFSS

2307.14073 2023-08-04 cs.CV 83%

VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet

Zhihao Hu, Dong Xu

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

2212.06458 2023-08-04 cs.CV 83%

HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping

Qinghe Wang, Lijie Liu, Miao Hua, Pengfei Zhu, Wangmeng Zuo, Qinghua Hu, Huchuan Lu, Bing Cao

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

2307.12084 2023-07-25 cs.CV 83%

Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis

Hao Tang, Guolei Sun, Nicu Sebe, Luc Van Gool

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

Comments Accepted to TPAMI, an extended version of a paper published in ICLR2023. arXiv admin note: substantial text overlap with arXiv:2003.13898

2304.09748 2023-04-20 cs.CV cs.AI 83%

Reference-based Image Composition with Sketch via Structure-aware Diffusion Model

Kangyeol Kim, Sunghyun Park, Junsoo Lee, Jaegul Choo

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

Comments 7 pages; Code URL: https://github.com/kangyeolk/Paint-by-Sketch

2003.13898 2023-03-29 cs.CV cs.LG eess.IV 83%

Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis

Hao Tang, Xiaojuan Qi, Guolei Sun, Dan Xu, Nicu Sebe, Radu Timofte, Luc Van Gool

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

1911.00426 2022-10-11 cs.CV 83%

Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Human-Like Sketches

Weihao Xia, Yujiu Yang, Jing-Hao Xue

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

Comments Accepted to Neurocomputing

Journal ref Volume 460, 14 October 2021, Pages 256-265

2209.02536 2022-09-07 cs.CV cs.AI 83%

Semantic Image Synthesis with Semantically Coupled VQ-Model

Stephan Alaniz, Thomas Hummel, Zeynep Akata

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

Comments ICLR 2022 DGM4HSD

2104.00567 2022-03-25 cs.CV cs.LG 83%

Text to Image Generation with Semantic-Spatial Aware GAN

Kai Hu, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn

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

Comments arXiv admin note: text overlap with arXiv:1711.10485 by other authors

2112.00263 2021-12-02 cs.CV 83%

GLocal: Global Graph Reasoning and Local Structure Transfer for Person Image Generation

Liyuan Ma, Kejie Huang, Dongxu Wei, Haibin Shen

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

2103.13722 2021-08-27 cs.CV 83%

AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style

Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel

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

Comments Accepted to GCPR 2021. Link to code: https://github.com/stanifrolov/AttrLostGAN

2004.11660 2020-09-07 cs.CV 83%

Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning

Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, Xin Tong

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

Comments Accepted by CVPR2020 (Oral)

2007.08397 2020-07-20 cs.CV cs.LG 83%

Controllable Image Synthesis via SegVAE

Yen-Chi Cheng, Hsin-Ying Lee, Min Sun, Ming-Hsuan Yang

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

Comments ECCV 2020. Project page: https://yccyenchicheng.github.io/SegVAE/ Code: https://github.com/yccyenchicheng/SegVAE

2002.07089 2020-05-21 eess.IV cs.CV cs.LG stat.ML 83%

4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model

Samaneh Abbasi-Sureshjani, Sina Amirrajab, Cristian Lorenz, Juergen Weese, Josien Pluim, Marcel Breeuwer

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

Comments Accepted to MIDL 2020

2004.03828 2020-04-09 cs.CV 83%

Attentive Normalization for Conditional Image Generation

Yi Wang, Ying-Cong Chen, Xiangyu Zhang, Jian Sun, Jiaya Jia

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

Comments CVPR 2020

1. 可控生成 4201 篇

Readout Guidance: Learning Control from Diffusion Features

PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis

Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models

Layout-to-Image Generation with Localized Descriptions using ControlNet with Cross-Attention Control

ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation

InstanceDiffusion: Instance-level Control for Image Generation

Pick-and-Draw: Training-free Semantic Guidance for Text-to-Image Personalization

Spatial-Aware Latent Initialization for Controllable Image Generation

SpecRef: A Fast Training-free Baseline of Specific Reference-Condition Real Image Editing

MagicScroll: Nontypical Aspect-Ratio Image Generation for Visual Storytelling via Multi-Layered Semantic-Aware Denoising

Controllable Mind Visual Diffusion Model

CCM: Adding Conditional Controls to Text-to-Image Consistency Models

MVControl: Adding Conditional Control to Multi-view Diffusion for Controllable Text-to-3D Generation

Stable Diffusion Reference Only: Image Prompt and Blueprint Jointly Guided Multi-Condition Diffusion Model for Secondary Painting

SEGA: Instructing Text-to-Image Models using Semantic Guidance

DifFSS: Diffusion Model for Few-Shot Semantic Segmentation

VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet

HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping

Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis

Reference-based Image Composition with Sketch via Structure-aware Diffusion Model

Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis

Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Human-Like Sketches

Semantic Image Synthesis with Semantically Coupled VQ-Model

Text to Image Generation with Semantic-Spatial Aware GAN

GLocal: Global Graph Reasoning and Local Structure Transfer for Person Image Generation

AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style

Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning

Controllable Image Synthesis via SegVAE

4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model

Attentive Normalization for Conditional Image Generation