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Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Computer Vision and Pattern Recognition (CVPR), 2019

27 December 2019

Hao Tang

Dan Xu

Yan Yan

Juil Sock

Andrii Zadaianchuk

GAN

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Papers citing "Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation"

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Title
From Satellite to Street: A Hybrid Framework Integrating Stable Diffusion and PanoGAN for Consistent Cross-View Synthesis Khawlah Bajbaa A. Anwar Muhammad Saqib Hafeez Anwar Nabin Sharma Muhammad Usman 80 0 0 29 Sep 2025
Mixture of Global and Local Experts with Diffusion Transformer for Controllable Face Generation Xuechao Zou Shun Zhang Xing Fu Y. Li Kai Li Yushe Cao Congyan Lang Pin Tao Junliang Xing DiffM 120 0 0 30 Aug 2025
Hadamard product in deep learning: Introduction, Advances and ChallengesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr Volkan Cevher AAML 293 12 0 17 Apr 2025
Enhanced Multi-Scale Cross-Attention for Person Image GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Hao Tang Ling Shao Andrii Zadaianchuk Luc Van Gool DiffM 251 3 0 15 Jan 2025
Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic EmbeddingIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Qingbin Liu Danpei Zhao Bo Yuan Wentao Li Tian Li 232 0 0 22 Nov 2024
Task-Decoupled Image Inpainting Framework for Class-specific Object Remover Changsuk Oh H. J. Kim 231 0 0 03 Oct 2024
Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future ProspectsIEEE Access (IEEE Access), 2024 Awal Ahmed Fime Saifuddin Mahmud Arpita Das Md. Sunzidul Islam Hong-Hoon Kim VGen 3DV 183 2 0 14 Sep 2024
Bird Eye-View to Street-View: A Survey Khawlah Bajbaa Muhammad Usman Saeed Anwar Ibrahim Radwan Abdul Bais 208 2 0 14 May 2024
SCP-Diff: Spatial-Categorical Joint Prior for Diffusion Based Semantic Image SynthesisEuropean Conference on Computer Vision (ECCV), 2024 Huan-ang Gao Mingju Gao Jiaju Li Wenyi Li Rong Zhi Hao Tang Hao Zhao DiffM 270 7 0 14 Mar 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis Zheng Lv Yuxiang Wei Wangmeng Zuo Kwan-Yee K. Wong 171 21 0 04 Mar 2024
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis Juyeon Ko Inho Kong Dogyun Park Hyunwoo J. Kim DiffM 342 10 0 26 Feb 2024
Graph Transformer GANs with Graph Masked Modeling for Architectural Layout GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Hao Tang Ling Shao Andrii Zadaianchuk Luc Van Gool 203 13 0 15 Jan 2024
PICNN: A Pathway towards Interpretable Convolutional Neural Networks Wengang Guo Jiayi Yang Huilin Yin Qijun Chen Wei Ye 265 4 0 19 Dec 2023
Instruct2Attack: Language-Guided Semantic Adversarial Attacks Jiang-Long Liu Chen Wei Yuxiang Guo Heng Yu Yaoyao Liu Soheil Feizi Chun Pong Lau Rama Chellappa DiffM AAML 176 11 0 27 Nov 2023
Semantic RGB-D Image Synthesis Shijie Li Rongqing Li Juergen Gall 142 2 0 22 Aug 2023
Learning to Generate Training Datasets for Robust Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Marwane Hariat Olivier Laurent Rémi Kazmierczak Shihao Zhang Andrei Bursuc Angela Yao Gianni Franchi UQCV 167 2 0 01 Aug 2023
Interactive Neural PaintingComputer Vision and Image Understanding (CVIU), 2023 E. Peruzzo Willi Menapace Vidit Goel F. Arrigoni Hao Tang ... Nikita Orlov Yuxiao Hu Humphrey Shi Andrii Zadaianchuk Elisa Ricci 180 5 0 31 Jul 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image SynthesisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Hao Tang Guolei Sun Andrii Zadaianchuk Luc Van Gool GAN 215 17 0 22 Jul 2023
Inferring and Leveraging Parts from Object Shape for Improving Semantic Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2023 Yuxiang Wei Zhilong Ji Xiaohe Wu Jinfeng Bai Guang Dai W. Zuo 265 3 0 31 May 2023
Controllable Image Generation via Collage Representations Arantxa Casanova Marlene Careil Adriana Romero Soriano Christopher Pal Jakob Verbeek M. Drozdzal DiffM 184 6 0 26 Apr 2023
Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning Félix Fuentes-Hurtado J. Sibarita V. Viasnoff DiffM MedIm 128 2 0 27 Mar 2023
SIEDOB: Semantic Image Editing by Disentangling Object and BackgroundComputer Vision and Pattern Recognition (CVPR), 2023 Wuyang Luo Su Yang Xinjian Zhang Weishan Zhang DiffM 130 12 0 23 Mar 2023
Graph Transformer GANs for Graph-Constrained House GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Hao Tang Ying Tai Humphrey Shi Yue Liu Lin Shao Andrii Zadaianchuk Radu Timofte Luc Van Gool 144 29 0 14 Mar 2023
Variation-Aware Semantic Image SynthesisImage and Vision Computing (IVC), 2023 Mingle Xu Jaehwan Lee Sook Yoon Hyongsuk Kim D. Park 167 4 0 25 Jan 2023
Effective Dynamics of Generative Adversarial NetworksPhysical Review X (PRX), 2022 S. Durr Youssef Mroueh Yuhai Tu Shenshen Wang GAN 129 10 0 08 Dec 2022
Discovering Class-Specific GAN Controls for Semantic Image Synthesis Edgar Schönfeld Julio Borges V. Sushko Bernt Schiele Anna Khoreva 201 1 0 02 Dec 2022
Bipartite Graph Reasoning GANs for Person Pose and Facial Image SynthesisInternational Journal of Computer Vision (IJCV), 2022 Hao Tang Ling Shao Juil Sock Andrii Zadaianchuk 156 17 0 12 Nov 2022
SCAM! Transferring humans between images with Semantic Cross Attention ModulationEuropean Conference on Computer Vision (ECCV), 2022 Nicolas Dufour David Picard Vicky Kalogeiton 174 15 0 10 Oct 2022
Dual Pyramid Generative Adversarial Networks for Semantic Image SynthesisBritish Machine Vision Conference (BMVC), 2022 Shijie Li Ming-Ming Cheng Juergen Gall GAN 147 11 0 08 Oct 2022
MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-Robust ClassifierAAAI Conference on Artificial Intelligence (AAAI), 2022 Mozhdeh Rouhsedaghat Masoud Monajatipoor C.-C. Jay Kuo I. Masi 185 7 0 23 Sep 2022
Facial Expression Translation using Landmark Guided GANsIEEE Transactions on Affective Computing (IEEE TAC), 2022 Hao Tang Andrii Zadaianchuk CVBM 169 8 0 05 Sep 2022
DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image GenerationEuropean Conference on Computer Vision (ECCV), 2022 Songhua Liu Jingwen Ye Sucheng Ren Xinchao Wang 178 50 0 13 Jul 2022
Unsupervised High-Resolution Portrait Gaze Correction and AnimationIEEE Transactions on Image Processing (IEEE TIP), 2022 Jichao Zhang Jingjing Chen Hao Tang E. Sangineto Peng Wu Yan Yan Andrii Zadaianchuk Wei Wang 3DH CVBM 129 8 0 01 Jul 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 657 200 0 30 Jun 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou Hao Tang Gordon Wetzstein Leonidas Guibas Luc Van Gool Radu Timofte 288 24 0 29 Jun 2022
DE-Net: Dynamic Text-guided Image Editing Adversarial NetworksAAAI Conference on Artificial Intelligence (AAAI), 2022 Ming Tao Bingkun Bao Hao Tang Leilei Gan Longhui Wei Qi Tian DiffM 181 19 0 02 Jun 2022
BBDM: Image-to-image Translation with Brownian Bridge Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Bo Li Kaitao Xue Yinan Han Yunyu Lai DiffM 355 222 0 16 May 2022
READ: Large-Scale Neural Scene Rendering for Autonomous DrivingAAAI Conference on Artificial Intelligence (AAAI), 2022 Zhuopeng Li Lu Li Zeyu Ma Ping-jun Zhang Junbo Chen Jian-Zong Zhu 167 75 0 11 May 2022
DeepPortraitDrawing: Generating Human Body Images from Freehand SketchesComputers & graphics (Comput. Graph.), 2022 X. Wu Chen Wang Hongbo Fu Ariel Shamir Song-Hai Zhang Shimin Hu 3DH 180 10 0 04 May 2022
RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-onInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Chaoqun Lin Zhao Li Shenghao Zhou Shichang Hu Jialun Zhang Linhao Luo Jiarun Zhang Lo-li Huang Yuan He 3DH 132 11 0 24 Apr 2022
Retrieval-based Spatially Adaptive Normalization for Semantic Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2022 Yupeng Shi Xiao-Chang Liu Yuxiang Wei Zhong Wu W. Zuo DiffM 140 31 0 06 Apr 2022
Semantic-shape Adaptive Feature Modulation for Semantic Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2022 Zheng Lv Xiaoming Li Zhenxing Niu Bingyi Cao W. Zuo 186 34 0 31 Mar 2022
Cross-View Panorama Image SynthesisIEEE transactions on multimedia (IEEE TMM), 2022 Songsong Wu Hao Tang Xiaoyuan Jing Haifeng Zhao J. Qian Andrii Zadaianchuk Yan Yan GAN 159 34 0 22 Mar 2022
Local and Global GANs with Semantic-Aware Upsampling for Image GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Hao Tang Ling Shao Juil Sock Andrii Zadaianchuk 540 26 0 28 Feb 2022
Interactive Image Inpainting Using Semantic GuidanceInternational Conference on Pattern Recognition (ICPR), 2022 Wang-Wang Yu Jinhao Du Ruixin Liu Shouqing Yang Yuesheng Zhu DiffM 122 8 0 26 Jan 2022
SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement with Multi-Scale PerceptionIEEE Transactions on Image Processing (IEEE TIP), 2022 Qi Qi Kunqian Li Haiyong Zheng Yantao Du Guojia Hou Kun Sun 169 176 0 08 Jan 2022
Multimodal Image Synthesis and Editing: The Generative AI EraIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 510 77 0 27 Dec 2021
SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder Jong-Han Kim Gen Li Cheolkon Jung Joongkyu Kim 127 1 0 17 Dec 2021
A Unified Architecture of Semantic Segmentation and Hierarchical Generative Adversarial Networks for Expression Manipulation Rumeysa Bodur Binod Bhattarai Tae-Kyun Kim CVBM 210 3 0 08 Dec 2021
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis Ilke Demir U. Ciftci DiffM 120 4 0 24 Nov 2021