FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery

27 November 2018

Papers citing "FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery"

50 / 81 papers shown

Title
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr V. Cevher AAML 98 0 0 17 Apr 2025
Post-Hoc Concept Disentanglement: From Correlated to Isolated Concept Representations Eren Erogullari Sebastian Lapuschkin Wojciech Samek Frederik Pahde LLMSV CoGe 62 0 0 07 Mar 2025
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models Youngjun Jun Jiwoo Park Kyobin Choo Tae Eun Choi Seong Jae Hwang CoGe 41 0 0 31 Oct 2024
Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy José-Fabian Villa-Vásquez M. Pedersoli 36 1 0 30 Oct 2024
Task-Decoupled Image Inpainting Framework for Class-specific Object Remover Changsuk Oh H. J. Kim 26 0 0 03 Oct 2024
Defining and Measuring Disentanglement for non-Independent Factors of Variation Antonio Almudévar Alfonso Ortega Luis Vicente A. Miguel Eduardo Lleida CoGe DRL 36 0 0 13 Aug 2024
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models Baao Xie Qiuyu Chen Yunnan Wang Zequn Zhang Xin Jin Wenjun Zeng OffRL 33 2 0 26 Jul 2024
Compositional Image Decomposition with Diffusion Models Jocelin Su Nan Liu Yanbo Wang Joshua B. Tenenbaum Yilun Du CoGe 41 6 0 27 Jun 2024
Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning Geri Skenderi Luigi Capogrosso Andrea Toaiari Matteo Denitto Franco Fummi Simone Melzi Marco Cristani OOD 26 0 0 13 Oct 2023
Compositional Representation Learning for Brain Tumour Segmentation Xiao Liu Antanas Kascenas Hannah I. Watson Sotirios A. Tsaftaris Alison Q. OÑeil 24 1 0 10 Oct 2023
The Hidden Language of Diffusion Models Hila Chefer Oran Lang Mor Geva Volodymyr Polosukhin Assaf Shocher Michal Irani Inbar Mosseri Lior Wolf DiffM 20 26 0 01 Jun 2023
Multi-object Video Generation from Single Frame Layouts Yang Wu Zhi-Bin Liu Hefeng Wu Liang Lin 19 3 0 06 May 2023
TUVF: Learning Generalizable Texture UV Radiance Fields Annie Cheng Xueting Li Sifei Liu X. Wang DiffM 44 7 0 04 May 2023
Controllable Image Generation via Collage Representations Arantxa Casanova Marlene Careil Adriana Romero Soriano Christopher Pal Jakob Verbeek M. Drozdzal DiffM 39 7 0 26 Apr 2023
MOST: Multiple Object localization with Self-supervised Transformers for object discovery Sai Saketh Rambhatla Ishan Misra Rama Chellappa Abhinav Shrivastava 21 10 0 11 Apr 2023
SIEDOB: Semantic Image Editing by Disentangling Object and Background Wuyang Luo Su Yang Xinjian Zhang Weishan Zhang DiffM 14 10 0 23 Mar 2023
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches Subhadeep Koley A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 3DH 19 31 0 20 Mar 2023
SS-CPGAN: Self-Supervised Cut-and-Pasting Generative Adversarial Network for Object Segmentation Kunal Chaturvedi Ali Braytee Jun Yu Li Mukesh Prasad 11 1 0 01 Jan 2023
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models Mischa Dombrowski Hadrien Reynaud Matthew Baugh Bernhard Kainz DiffM 22 3 0 29 Dec 2022
NeRFEditor: Differentiable Style Decomposition for Full 3D Scene Editing Chun-Yu Sun Yanbing Liu Junlin Han Stephen Gould 20 7 0 07 Dec 2022
Extracting Semantic Knowledge from GANs with Unsupervised Learning Jianjin Xu Zhaoxiang Zhang Xiaolin Hu GAN 34 11 0 30 Nov 2022
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation Qiran Zou Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji GAN 23 4 0 25 Nov 2022
Disentangled Representation Learning Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 32 77 0 21 Nov 2022
Contrastive Learning for Diverse Disentangled Foreground Generation Yuheng Li Yijun Li Jingwan Lu Eli Shechtman Yong Jae Lee Krishna Kumar Singh 19 7 0 04 Nov 2022
Unsupervised Structure-Consistent Image-to-Image Translation Shima Shahfar Charalambos (Charis) Poullis 22 0 0 24 Aug 2022
Is an Object-Centric Video Representation Beneficial for Transfer? Chuhan Zhang Ankush Gupta Andrew Zisserman ViT 31 26 0 20 Jul 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos X. Wang Jan Kautz Sifei Liu GAN 22 18 0 30 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 22 99 0 28 Mar 2022
Contrastive Fine-grained Class Clustering via Generative Adversarial Networks Yunji Kim Jung-Woo Ha GAN 19 13 0 30 Dec 2021
Cluster-guided Image Synthesis with Unconditional Models Markos Georgopoulos James Oldfield Grigorios G. Chrysos Yannis Panagakis GAN 17 6 0 24 Dec 2021
GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation Xingzhe He Bastian Wandt Helge Rhodin GAN 29 21 0 02 Dec 2021
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley GAN 28 12 0 26 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 47 233 0 01 Nov 2021
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 29 42 0 29 Oct 2021
Collaging Class-specific GANs for Semantic Image Synthesis Yuheng Li Yijun Li Jingwan Lu Eli Shechtman Yong Jae Lee Krishna Kumar Singh 11 31 0 08 Oct 2021
Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models Jen-Hao Rick Chang A. Shrivastava H. Koppula Xiaoshuai Zhang Oncel Tuzel DiffM 51 16 0 06 Oct 2021
DisUnknown: Distilling Unknown Factors for Disentanglement Learning Sitao Xiang Yuming Gu Pengda Xiang Menglei Chai Hao Li Yajie Zhao Mingming He CoGe 32 4 0 16 Sep 2021
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation M. Rashid Sofia Broomé K. Ask Elin Hernlund P. Andersen Hedvig Kjellström Yong Jae Lee CML 29 9 0 30 Aug 2021
Physics-informed Guided Disentanglement in Generative Networks Fabio Pizzati Pietro Cerri Raoul de Charette PINN DRL 18 12 0 29 Jul 2021
The Pursuit of Knowledge: Discovering and Localizing Novel Categories using Dual Memory Sai Saketh Rambhatla Ramalingam Chellappa Abhinav Shrivastava 17 17 0 04 May 2021
Unsupervised Layered Image Decomposition into Object Prototypes Tom Monnier Elliot Vincent Jean Ponce Mathieu Aubry OCL 13 53 0 29 Apr 2021
Where and What? Examining Interpretable Disentangled Representations Xinqi Zhu Chang Xu Dacheng Tao FAtt DRL 45 38 0 07 Apr 2021
Generating Furry Cars: Disentangling Object Shape & Appearance across Multiple Domains Utkarsh Ojha Krishna Kumar Singh Yong Jae Lee OOD 19 6 0 05 Apr 2021
Learning Foreground-Background Segmentation from Improved Layered GANs Yu Yang Hakan Bilen Qiran Zou Wing Yin Cheung Xian-Wei Ji GAN SSeg 16 14 0 01 Apr 2021
Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation Gihyun Kwon Jong Chul Ye 19 51 0 30 Mar 2021
Learning Generative Models of Textured 3D Meshes from Real-World Images Dario Pavllo Jonas Köhler Thomas Hofmann Aurélien Lucchi 3DV 3DH 20 50 0 29 Mar 2021
Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection Gongjie Zhang Kaiwen Cui Tzu-Yi Hung Shijian Lu 13 110 0 28 Mar 2021
Knowledge-Guided Object Discovery with Acquired Deep Impressions Jinyang Yuan Bin Li Xiangyang Xue OCL 33 6 0 19 Mar 2021
CoMoGAN: continuous model-guided image-to-image translation Fabio Pizzati Pietro Cerri Raoul de Charette VLM 40 41 0 11 Mar 2021
MOGAN: Morphologic-structure-aware Generative Learning from a Single Image Jinshu Chen Qihui Xu Q. Kang Mengchu Zhou GAN 17 15 0 04 Mar 2021