GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

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Title
$Tri$^{2}$-plane: Thinking Head Avatar via Feature Pyramid$ Tri $^{2}$ -plane: Thinking Head Avatar via Feature Pyramid Luchuan Song Pinxin Liu Lele Chen Guojun Yin Chenliang Xu 3DH 23 6 0 17 Jan 2024
Latents2Semantics: Leveraging the Latent Space of Generative Models for Localized Style Manipulation of Face Images S. Tomar A. N. Rajagopalan 33 0 0 22 Dec 2023
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold Alireza Ganjdanesh Shangqian Gao Hirad Alipanah Heng-Chiao Huang GAN 25 6 0 22 Dec 2023
StyleRetoucher: Generalized Portrait Image Retouching with GAN Priors Wanchao Su Can Wang Chen Liu Hangzhou Han Hongbo Fu Jing Liao 15 1 0 22 Dec 2023
HyperEditor: Achieving Both Authenticity and Cross-Domain Capability in Image Editing via Hypernetworks Hai Zhang Chunwei Wu Guitao Cao Hailing Wang Wenming Cao 13 3 0 21 Dec 2023
Warping the Residuals for Image Editing with StyleGAN Ahmet Burak Yildirim Hamza Pehlivan Aysegül Dündar 13 4 0 18 Dec 2023
A Compact and Semantic Latent Space for Disentangled and Controllable Image Editing Gwilherm Lesné Y. Gousseau Saïd Ladjal A. Newson DRL 22 0 0 13 Dec 2023
Spatial-Contextual Discrepancy Information Compensation for GAN Inversion Ziqiang Zhang Yan Yan Jin-Hao Xue Hanzi Wang 22 1 0 12 Dec 2023
NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models Yusuf Dalva Pinar Yanardag DiffM 24 18 0 08 Dec 2023
Multi-view Inversion for 3D-aware Generative Adversarial Networks Florian Barthel A. Hilsmann Peter Eisert 19 2 0 08 Dec 2023
Language-Informed Visual Concept Learning Sharon Lee Yunzhi Zhang Shangzhe Wu Jiajun Wu CoGe 24 9 0 06 Dec 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong-jin Liu 24 5 0 30 Nov 2023
SODA: Bottleneck Diffusion Models for Representation Learning Drew A. Hudson Daniel Zoran Mateusz Malinowski Andrew Kyle Lampinen Andrew Jaegle James L. McClelland Loic Matthey Felix Hill Alexander Lerchner DiffM 14 45 0 29 Nov 2023
$When StyleGAN Meets Stable Diffusion: a $\mathscr{W}_+$ Adapter for Personalized Image Generation$ When StyleGAN Meets Stable Diffusion: a $\mathscr{W}_+$ Adapter for Personalized Image Generation Xiaoming Li Xinyu Hou Chen Change Loy 28 11 0 29 Nov 2023
Exploring Attribute Variations in Style-based GANs using Diffusion Models Rishubh Parihar Prasanna Balaji Raghav Magazine Sarthak Vora Tejan Karmali Varun Jampani R. V. Babu DiffM 25 1 0 27 Nov 2023
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models Rohit Gandikota Joanna Materzyñska Tingrui Zhou Antonio Torralba David Bau DiffM 35 61 0 20 Nov 2023
Deep Calibration of Market Simulations using Neural Density Estimators and Embedding Networks Namid R Stillman R. Baggott Justin Lyon Jianfei Zhang Dingqui Zhu Tao Chen Perukrishnen Vytelingum 21 1 0 20 Nov 2023
Few-shot Hybrid Domain Adaptation of Image Generators Hengjia Li Yang Liu Linxuan Xia Yuqi Lin Tu Zheng Zheng Yang Wenxiao Wang Xiaohui Zhong Xiaobo Ren Xiaofei He 17 2 0 30 Oct 2023
Customize StyleGAN with One Hand Sketch Shaocong Zhang VLM 23 0 0 29 Oct 2023
Controllable Generation of Artificial Speaker Embeddings through Discovery of Principal Directions Florian Lux Pascal Tilli Sarina Meyer Ngoc Thang Vu 15 2 0 26 Oct 2023
Unsupervised Discovery of Interpretable Directions in h-space of Pre-trained Diffusion Models Zijian Zhang Luping Liu Zhijie Lin Yichen Zhu Zhou Zhao DiffM 24 4 0 15 Oct 2023
SC2GAN: Rethinking Entanglement by Self-correcting Correlated GAN Space Zi-Jiang Chen Han Zhao P. Aarabi R. Jiang 22 0 0 10 Oct 2023
Trained Latent Space Navigation to Prevent Lack of Photorealism in Generated Images on Style-based Models Takumi Harada Kazuyuki Aihara Hiroyuki Sakai 22 0 0 02 Oct 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 17 3 0 30 Sep 2023
Subjective Face Transform using Human First Impressions Chaitanya Roygaga Joshua Krinsky Kai Zhang Kenny Kwok Aparna Bharati CVBM 37 0 0 27 Sep 2023
Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs Georgia Kourmouli Nikos Kostagiolas Yannis Panagakis M. Nicolaou GAN 17 1 0 26 Sep 2023
Identity-preserving Editing of Multiple Facial Attributes by Learning Global Edit Directions and Local Adjustments Najmeh Mohammadbagheri Fardin Ayar A. Nickabadi R. Safabakhsh CVBM GAN 16 3 0 25 Sep 2023
In-Domain GAN Inversion for Faithful Reconstruction and Editability Jiapeng Zhu Yujun Shen Yinghao Xu Deli Zhao Qifeng Chen Bolei Zhou DiffM 22 4 0 25 Sep 2023
Flow Factorized Representation Learning Yue Song Thomas Anderson Keller N. Sebe Max Welling DRL OOD 16 3 0 22 Sep 2023
Face Identity-Aware Disentanglement in StyleGAN Adrian Suwala Bartosz Wójcik Magdalena Proszewska Jacek Tabor P. Spurek M. Smieja CVBM 19 8 0 21 Sep 2023
Face Aging via Diffusion-based Editing Xiangyi Chen Stéphane Lathuilière DiffM 8 13 0 20 Sep 2023
AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness Liyao Jiang Chenglin Li Haolan Chen Xiao-Rong Gao Xinwang Zhong Yang Qiu Shani Ye Di Niu 17 0 0 15 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 91 193 0 12 Sep 2023
Semantic Latent Decomposition with Normalizing Flows for Face Editing Binglei Li Zhizhong Huang Hongming Shan Junping Zhang 11 1 0 11 Sep 2023
Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning Austin Xu Andrew D. McRae Jingyan Wang Mark A. Davenport A. Pananjady 8 1 0 08 Sep 2023
Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis Jiapeng Zhu Ceyuan Yang Kecheng Zheng Yinghao Xu Zifan Shi Yujun Shen MoE 19 8 0 07 Sep 2023
Unsupervised evaluation of GAN sample quality: Introducing the TTJac Score Egor Sevriugov Ivan V. Oseledets EGVM 20 0 0 31 Aug 2023
Robust GAN inversion Egor Sevriugov Ivan V. Oseledets 16 0 0 31 Aug 2023
Disentanglement Learning via Topology Nikita Balabin Daria Voronkova I. Trofimov Evgeny Burnaev S. Barannikov DRL 50 2 0 24 Aug 2023
Example-Based Framework for Perceptually Guided Audio Texture Generation Purnima Kamath Chitralekha Gupta L. Wyse Suranga Nanayakkara 11 4 0 23 Aug 2023
Smoothness Similarity Regularization for Few-Shot GAN Adaptation V. Sushko Ruyu Wang Juergen Gall 20 2 0 18 Aug 2023
RIGID: Recurrent GAN Inversion and Editing of Real Face Videos Yangyang Xu Shengfeng He Kwan-Yee Kenneth Wong Ping Luo 16 9 0 11 Aug 2023
Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation Yuki Endo 25 8 0 11 Aug 2023
Illumination and Shadows in Head Rotation: experiments with Denoising Diffusion Models Andrea Asperti Gabriele Colasuonno António Guerra DiffM 60 1 0 11 Aug 2023
Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation Hao Liang Pietro Perona Guha Balakrishnan CVBM 11 11 0 10 Aug 2023
StylePrompter: All Styles Need Is Attention Chenyi Zhuang Pan Gao A. Smolic 25 1 0 30 Jul 2023
Diverse Inpainting and Editing with GAN Inversion Ahmet Burak Yildirim Hamza Pehlivan Bahri Batuhan Bilecen Aysegül Dündar DiffM 15 28 0 27 Jul 2023
3D Semantic Subspace Traverser: Empowering 3D Generative Model with Shape Editing Capability Ruowei Wang Yu Liu Pei Su Jianwei Zhang Qijun Zhao 3DV 23 1 0 26 Jul 2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry Yong-Hyun Park Mingi Kwon J. Choi Junghyo Jo Youngjung Uh DiffM 30 60 0 24 Jul 2023
Towards General Game Representations: Decomposing Games Pixels into Content and Style C. Trivedi Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis OCL 23 3 0 20 Jul 2023