GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

50 / 578 papers shown

Title
Controlling Face's Frame generation in StyleGAN's latent space operations: Modifying faces to deceive our memory Agustín Roca Nicolás Ignacio Britos CVBM 14 0 0 30 Jun 2024
Concept Lens: Visually Analyzing the Consistency of Semantic Manipulation in GANs S. Jeong Mingwei Li Matthew Berger Shusen Liu 38 0 0 28 Jun 2024
SwinStyleformer is a favorable choice for image inversion Jiawei Mao Guangyi Zhao Xuesong Yin Yuanqi Chang ViT 30 0 0 19 Jun 2024
GANmut: Generating and Modifying Facial Expressions Maria Surani CVBM 27 0 0 16 Jun 2024
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Jackson Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 34 9 0 13 Jun 2024
Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning Amandeep Kumar Muhammad Awais Sanath Narayan Hisham Cholakkal Salman Khan Rao Muhammad Anwer 33 0 0 06 Jun 2024
Operational Latent Spaces Scott H. Hawley Austin R. Tackett 18 0 0 04 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Biwei Huang Eric P. Xing Yuejie Chi Kun Zhang 44 4 0 01 Jun 2024
The Curious Case of End Token: A Zero-Shot Disentangled Image Editing using CLIP Hidir Yesiltepe Yusuf Dalva Pinar Yanardag DiffM 18 1 0 01 Jun 2024
Learning Gaze-aware Compositional GAN Nerea Aranjuelo Siyu Huang Fundación Vicomtech Luis Unzueta Oihana Otaegui Hanspeter Pfister Donglai Wei GAN CVBM 19 0 0 31 May 2024
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations Justin Deschenaux Igor Krawczuk Grigorios G. Chrysos V. Cevher DiffM 38 3 0 29 May 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 29 0 0 21 May 2024
Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge Distillation Sangyeop Yeo Yoojin Jang Jaejun Yoo 27 1 0 19 May 2024
TexSliders: Diffusion-Based Texture Editing in CLIP Space Julia Guerrero-Viu Milos Hasan Arthur Roullier Midhun Harikumar Yiwei Hu Paul Guerrero Diego F. F. Gutierrez B. Masiá Valentin Deschaintre DiffM 25 13 0 01 May 2024
SwipeGANSpace: Swipe-to-Compare Image Generation via Efficient Latent Space Exploration Yuto Nakashima Mingzhe Yang Yukino Baba GAN 39 1 0 30 Apr 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 40 5 0 22 Apr 2024
Gaussian Splatting Decoder for 3D-aware Generative Adversarial Networks Florian Barthel Arian Beckmann W. Morgenstern A. Hilsmann Peter Eisert 3DGS 29 6 0 16 Apr 2024
CanvasPic: An Interactive Tool for Freely Generating Facial Images Based on Spatial Layout Jiafu Wei Chia-Ming Chang Xi Yang Takeo Igarashi 19 0 0 16 Apr 2024
AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement Shiwei Jin Zhen Wang Lei Wang Peng Liu Ning Bi Truong Thao Nguyen 33 0 0 07 Apr 2024
RoNet: Rotation-oriented Continuous Image Translation Yi Li Xinxiong Xie Lina Lei Haiyan Fu Yanqing Guo 3DH 31 0 0 06 Apr 2024
DreamWalk: Style Space Exploration using Diffusion Guidance Michelle Shu Charles Herrmann Richard Strong Bowen Forrester Cole Ramin Zabih AI4TS DiffM 35 2 0 04 Apr 2024
GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image Chong Bao Yinda Zhang Yuan Li Xiyu Zhang Bangbang Yang Hujun Bao Marc Pollefeys Guofeng Zhang Zhaopeng Cui DiffM 45 5 0 02 Apr 2024
FashionEngine: Interactive 3D Human Generation and Editing via Multimodal Controls Tao Hu Fangzhou Hong Zhaoxi Chen Ziwei Liu DiffM 28 0 0 02 Apr 2024
Uncovering the Text Embedding in Text-to-Image Diffusion Models Huikang Yu Hao Luo Fan Wang Feng Zhao 29 10 0 01 Apr 2024
Disentangling Racial Phenotypes: Fine-Grained Control of Race-related Facial Phenotype Characteristics Seyma Yucer Amir Atapour-Abarghouei Noura Al Moubayed T. Breckon CVBM 28 1 0 29 Mar 2024
GANTASTIC: GAN-based Transfer of Interpretable Directions for Disentangled Image Editing in Text-to-Image Diffusion Models Yusuf Dalva Hidir Yesiltepe Pinar Yanardag DiffM 30 2 0 28 Mar 2024
DreamSalon: A Staged Diffusion Framework for Preserving Identity-Context in Editable Face Generation Haonan Lin Mengmeng Wang Yan Chen Wenbin An Yuzhe Yao Guang Dai Qianying Wang Yong-Jin Liu Jingdong Wang DiffM 38 4 0 28 Mar 2024
DiffusionAct: Controllable Diffusion Autoencoder for One-shot Face Reenactment Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos DiffM 41 7 0 25 Mar 2024
UP-FacE: User-predictable Fine-grained Face Shape Editing Florian Strohm Mihai Bâce Andreas Bulling CVBM 32 0 0 20 Mar 2024
Diversity-aware Channel Pruning for StyleGAN Compression Jiwoo Chung Sangeek Hyun Sang-Heon Shim Jae-Pil Heo 20 4 0 20 Mar 2024
Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors Ruicheng Wang Jianfeng Xiang Jiaolong Yang Xin Tong DiffM 27 4 0 18 Mar 2024
Stylized Face Sketch Extraction via Generative Prior with Limited Data Kwan Yun Kwanggyoon Seo Chang Wook Seo Soyeon Yoon Seongcheol Kim Soohyun Ji Amirsaman Ashtari Junyong Noh CVBM 28 4 0 17 Mar 2024
An Analysis of Human Alignment of Latent Diffusion Models Lorenz Linhardt Marco Morik Sidney Bender Naima Elosegui Borras DiffM 31 3 0 13 Mar 2024
3D-aware Image Generation and Editing with Multi-modal Conditions Bo Li Yike Li Zhien He Bin Liu Yu-Kun Lai 29 2 0 11 Mar 2024
VoxGenesis: Unsupervised Discovery of Latent Speaker Manifold for Speech Synthesis Wei-wei Lin Chenhang He Man-Wai Mak Jiachen Lian Kong Aik Lee DiffM 33 0 0 01 Mar 2024
LatentSwap: An Efficient Latent Code Mapping Framework for Face Swapping Changho Choi Minho Kim Junhyeok Lee Hyoung-Kyu Song Younggeun Kim Seungryong Kim 30 0 0 28 Feb 2024
Context-aware Talking Face Video Generation Meidai Xuanyuan Yuwang Wang Honglei Guo Qionghai Dai DiffM 27 0 0 28 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing Hao Li Mengqi Huang Lei Zhang Bo Hu Yi Liu Zhendong Mao DiffM 28 2 0 22 Feb 2024
Real-time 3D-aware Portrait Editing from a Single Image Qingyan Bai Zifan Shi Yinghao Xu Hao Ouyang Qiuyu Wang Ceyuan Yang Xuan Wang Gordon Wetzstein Yujun Shen Qifeng Chen 3DH DiffM 49 9 0 21 Feb 2024
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement Tao Yang Cuiling Lan Yan Lu Nanning Zheng DiffM 20 6 0 15 Feb 2024
Counterfactual Image Editing Yushu Pan Elias Bareinboim BDL CML 25 5 0 07 Feb 2024
One-shot Neural Face Reenactment via Finding Directions in GAN's Latent Space Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 3DH 45 8 0 05 Feb 2024
Closed-Loop Unsupervised Representation Disentanglement with $β$ -VAE Distillation and Diffusion Probabilistic Feedback Xin Jin Bo Li Baao Xie Wenyao Zhang Jinming Liu Ziqiang Li Tao Yang Wenjun Zeng DRL DiffM CoGe 27 7 0 04 Feb 2024
Eliminating Information Leakage in Hard Concept Bottleneck Models with Supervised, Hierarchical Concept Learning Ao Sun Yuanyuan Yuan Pingchuan Ma Shuai Wang 11 6 0 03 Feb 2024
Parametric Feature Transfer: One-shot Federated Learning with Foundation Models Mahdi Beitollahi Alex Bie S. Hemati Leo Maxime Brunswic Xu Li Xi Chen Guojun Zhang FedML 66 8 0 02 Feb 2024
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled Shengchao Liu Chengpeng Wang Jiarui Lu Weili Nie Hanchen Wang Zhuoxinran Li Bolei Zhou Jian Tang 30 3 0 29 Jan 2024
2L3: Lifting Imperfect Generated 2D Images into Accurate 3D Yizheng Chen Rengan Xie Qi Ye Sen Yang Zixuan Xie Tianxiao Chen Rong Li Yuchi Huo 3DV 27 1 0 29 Jan 2024
UniHDA: A Unified and Versatile Framework for Multi-Modal Hybrid Domain Adaptation Hengjia Li Yang Liu Yuqi Lin Zhanwei Zhang Yibo Zhao ... Tu Zheng Zheng Yang Yuchun Jiang Boxi Wu Deng Cai DiffM 24 0 0 23 Jan 2024
Edit One for All: Interactive Batch Image Editing Thao Nguyen Utkarsh Ojha Yuheng Li Haotian Liu Yong Jae Lee DiffM 33 2 0 18 Jan 2024