GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

50 / 578 papers shown

Title
My Emotion on your face: The use of Facial Keypoint Detection to preserve Emotions in Latent Space Editing Jingrui He Andrew Stephen McGough CVBM GAN 45 0 0 09 May 2025
Geometry-Aware Texture Generation for 3D Head Modeling with Artist-driven Control Amin Fadaeinejad Abdallah Dib L. G. Hafemann Emeline Got Trevor Anderson Amaury Depierre N. Troje M. Brubaker M. Carbonneau 3DH 57 0 0 07 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 68 0 0 30 Apr 2025
Image Interpolation with Score-based Riemannian Metrics of Diffusion Models Shinnosuke Saito Takashi Matsubara DiffM 82 1 0 28 Apr 2025
Bringing Diversity from Diffusion Models to Semantic-Guided Face Asset Generation Yunxuan Cai Sitao Xiang Zongjian Li Haiwei Chen Yajie Zhao 39 0 0 21 Apr 2025
Pose and Facial Expression Transfer by using StyleGAN Petr Jahoda Jan Cech CVBM GAN 61 0 0 17 Apr 2025
Generative Adversarial Networks with Limited Data: A Survey and Benchmarking Omar de Mitri Ruyu Wang Marco F. Huber 26 0 0 07 Apr 2025
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation Zahra Tehraninasab Amar Kumar Tal Arbel MedIm 49 0 0 30 Mar 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 103 0 0 15 Mar 2025
Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars Eric M. Chen Di Liu Sizhuo Ma Michael Vasilkovsky Bing Zhou ... W. Wang Jiahao Luo Dimitris N. Metaxas Vincent Sitzmann Jian Wang 3DGS 52 0 0 15 Mar 2025
Diffusion Restoration Adapter for Real-World Image Restoration Hanbang Liang Zhen Wang Weihui Deng DiffM 39 0 0 28 Feb 2025
Hierarchical Semantic Compression for Consistent Image Semantic Restoration Shengxi Li Zifu Zhang Mai Xu Lai Jiang Yufan Liu Ce Zhu DiffM 38 0 0 24 Feb 2025
TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space Daniel Garibi Shahar Yadin Roni Paiss Omer Tov Shiran Zada Ariel Ephrat T. Michaeli Inbar Mosseri Tali Dekel DiffM 98 2 0 21 Jan 2025
LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space Matthieu Delmas Amine Kacete 39 1 0 31 Dec 2024
Enhancing Audiovisual Speech Recognition through Bifocal Preference Optimization Yihan Wu Yichen Lu Yifan Peng Xihua Wang Ruihua Song Shinji Watanabe 52 0 0 26 Dec 2024
Omni-ID: Holistic Identity Representation Designed for Generative Tasks Guocheng Qian Kuan-Chieh Jackson Wang Or Patashnik Negin Heravi Daniil Ostashev Sergey Tulyakov Daniel Cohen-Or Kfir Aberman 77 4 0 12 Dec 2024
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Yunkai Dang Kaichen Huang Jiahao Huo Yibo Yan S. Huang ... Kun Wang Yong Liu Jing Shao Hui Xiong Xuming Hu LRM 96 14 0 03 Dec 2024
OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations Caixin Kang Yubo Chen Shouwei Ruan Shiji Zhao Ruochen Zhang Jiayi Wang Shan Fu Xingxing Wei CVBM 61 0 0 03 Dec 2024
Motion Modes: What Could Happen Next? Karran Pandey Matheus Gadelha Yannick Hold-Geoffroy Karan Singh Niloy J. Mitra Paul Guerrero VGen DiffM 75 2 0 29 Nov 2024
Identity Preserving 3D Head Stylization with Multiview Score Distillation Bahri Batuhan Bilecen Ahmet Berke Gokmen Furkan Guzelant Aysegül Dündar 68 0 0 20 Nov 2024
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation Abdul Basit Anees A. Baykal Muhammed Burak Kizil Duygu Ceylan Erkut Erdem Aykut Erdem CLIP 62 1 0 19 Nov 2024
Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Zitao Shuai Chenwei Wu Zhengxu Tang Bowen Song Liyue Shen DiffM 50 0 0 12 Nov 2024
Manipulating Vehicle 3D Shapes through Latent Space Editing JiangDong Miao Tatsuya Ikeda B. Raytchev Ryota Mizoguchi Takenori Hiraoka Takuji Nakashima Keigo Shimizu Toru Higaki K. Kaneda 31 2 0 31 Oct 2024
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models Youngjun Jun Jiwoo Park Kyobin Choo Tae Eun Choi Seong Jae Hwang CoGe 33 0 0 31 Oct 2024
Unsupervised Model Diagnosis Yinong Wang Eileen Li Jinqi Luo Zhaoning Wang Fernando De la Torre AAML 19 1 0 08 Oct 2024
RefineStyle: Dynamic Convolution Refinement for StyleGAN Siwei Xia Xueqi Hu Li Sun Qingli Li 18 0 0 08 Oct 2024
Unsupervised Representation Learning from Sparse Transformation Analysis Yue Song Thomas Anderson Keller Yisong Yue Pietro Perona Max Welling DRL 29 0 0 07 Oct 2024
Revealing Directions for Text-guided 3D Face Editing Zhuo Chen Yichao Yan Sehngqi Liu Yuhao Cheng Weiming Zhao Lincheng Li Mengxiao Bi Xiaokang Yang DiffM 30 0 0 07 Oct 2024
SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference Yuan Zhang Chun-Kai Fan Junpeng Ma Wenzhao Zheng Tao Huang ... Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata Kurt Keutzer Shanghang Zhang VLM 20 37 0 06 Oct 2024
Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations Sameer Ambekar Julia A. Schnabel Cosmin Bereca MedIm OOD 24 0 0 04 Oct 2024
Leveraging generative models to characterize the failure conditions of image classifiers Adrien Le Coz Stéphane Herbin Faouzi Adjed GAN 22 1 0 01 Oct 2024
Generation and Editing of Mandrill Faces: Application to Sex Editing and Assessment Nicolas M. Dibot Julien P. Renoult William Puech CVBM EGVM 31 0 0 19 Sep 2024
Towards Kinetic Manipulation of the Latent Space Diego Porres 23 0 0 15 Sep 2024
Controllable retinal image synthesis using conditional StyleGAN and latent space manipulation for improved diagnosis and grading of diabetic retinopathy Somayeh Pakdelmoez Saba Omidikia Seyyed Ali Seyyedsalehi Seyyede Zohreh Seyyedsalehi MedIm 20 1 0 11 Sep 2024
Seed-to-Seed: Image Translation in Diffusion Seed Space Or Greenberg Eran Kishon Dani Lischinski DiffM 14 0 0 01 Sep 2024
PS-StyleGAN: Illustrative Portrait Sketching using Attention-Based Style Adaptation Kushal Kumar Jain Ankith Varun J A. Namboodiri 33 0 0 31 Aug 2024
User-Driven Voice Generation and Editing through Latent Space Navigation Yusheng Tian Junbin Liu Tan Lee DiffM 33 2 0 30 Aug 2024
DiffAge3D: Diffusion-based 3D-aware Face Aging Junaid Wahid Fangneng Zhan Pramod Rao Christian Theobalt DiffM 30 1 0 28 Aug 2024
Hand1000: Generating Realistic Hands from Text with Only 1,000 Images Haozhuo Zhang B. Zhu Yu Cao Y. Hao VLM 30 2 0 28 Aug 2024
Latent Space Disentanglement in Diffusion Transformers Enables Zero-shot Fine-grained Semantic Editing Zitao Shuai Chenwei Wu Zhengxu Tang Bowen Song Liyue Shen 33 0 0 23 Aug 2024
FastEdit: Fast Text-Guided Single-Image Editing via Semantic-Aware Diffusion Fine-Tuning Zhi Chen Zecheng Zhao Yadan Luo Zi Huang DiffM 40 4 0 06 Aug 2024
SAT3D: Image-driven Semantic Attribute Transfer in 3D Zhijun Zhai Zengmao Wang Xiaoxiao Long Kaixuan Zhou Bo Du 34 0 0 03 Aug 2024
Learning Feature-Preserving Portrait Editing from Generated Pairs Bowei Chen Tiancheng Zhi Peihao Zhu Shen Sang Jing Liu Linjie Luo DiffM 17 0 0 29 Jul 2024
A Reference-Based 3D Semantic-Aware Framework for Accurate Local Facial Attribute Editing Yu-Kai Huang Yutong Zheng Yen-Shuo Su Anudeepsekhar Bolimera Han Zhang Fangyi Chen Marios Savvides CVBM 39 0 0 25 Jul 2024
PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control Rishubh Parihar VS Sachidanand Sabariswaran Mani Tejan Karmali R. V. Babu DiffM 34 13 0 24 Jul 2024
All Roads Lead to Rome? Exploring Representational Similarities Between Latent Spaces of Generative Image Models Charumathi Badrinath Usha Bhalla Alexander X. Oesterling Suraj Srinivas Himabindu Lakkaraju DiffM 16 0 0 18 Jul 2024
ColorwAI: Generative Colorways of Textiles through GAN and Diffusion Disentanglement Ludovica Schaerf Andrea Alfarano Eric Postma DiffM 27 2 0 16 Jul 2024
Isometric Representation Learning for Disentangled Latent Space of Diffusion Models Jaehoon Hahm Junho Lee Sunghyun Kim Joonseok Lee DiffM 26 7 0 16 Jul 2024
Audio-driven High-resolution Seamless Talking Head Video Editing via StyleGAN Jiacheng Su Kunhong Liu Liyan Chen Junfeng Yao Qingsong Liu Dongdong Lv VGen 30 3 0 08 Jul 2024
Restyling Unsupervised Concept Based Interpretable Networks with Generative Models Jayneel Parekh Quentin Bouniot Pavlo Mozharovskyi A. Newson Florence dÁlché-Buc SSL 53 1 0 01 Jul 2024