Linear Semantics in Generative Adversarial Networks

1 April 2021

Papers citing "Linear Semantics in Generative Adversarial Networks"

25 / 25 papers shown

Title
Line of Sight: On Linear Representations in VLLMs Achyuta Rajaram Sarah Schwettmann Jacob Andreas Arthur Conmy VLM 146 0 0 05 Jun 2025
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation Dekai Zhu Yan Di Stefan Gavranovic Slobodan Ilic DiffM 907 0 0 23 May 2025
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation Jiayi Lin Jiabo Huang Jian Hu S. Gong DiffM VLM 124 0 0 15 Oct 2024
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views Jihoon Cho Suhyun Ahn Beomju Kim Hyungjoon Bae Xiaofeng Liu ... Kyungeun Lee Georges Elfakhri Van Wedeen Jonghye Woo Jinah Park MedIm DiffM 68 0 0 17 Jul 2024
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 156 0 0 09 Jul 2024
Semantic Image Synthesis with Unconditional Generator Jungwoo Chae Hyunin Cho Sooyeon Go Kyungmook Choi Youngjung Uh 104 4 0 22 Feb 2024
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models Koichi Namekata Amirmojtaba Sabour Sanja Fidler Seung Wook Kim 128 22 0 22 Jan 2024
Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention Jianjin Xu Saman Motamed Praneetha Vaddamanu C. Wu Christian Haene Jean-Charles Bazin Fernando de la Torre 80 14 0 06 Dec 2023
Exploiting Diffusion Prior for Generalizable Dense Prediction Hsin-Ying Lee Hung-Yu Tseng Hsin-Ying Lee Ming-Hsuan Yang DiffM MDE 115 23 0 30 Nov 2023
Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview Eleonora Grassucci Yuki Mitsufuji Ping Zhang Danilo Comminiello 56 3 0 05 Sep 2023
Householder Projector for Unsupervised Latent Semantics Discovery Yue Song Jichao Zhang N. Sebe Wei Wang 100 5 0 16 Jul 2023
Rethinking the editing of generative adversarial networks: a method to estimate editing vectors based on dimension reduction Yu Cao Haoran Jiang Zhenghong Yu Qi Li Xuyang Li GAN 115 0 0 07 Mar 2023
Extracting Semantic Knowledge from GANs with Unsupervised Learning Jianjin Xu Zhaoxiang Zhang Xiaolin Hu GAN 94 12 0 30 Nov 2022
One-Shot Synthesis of Images and Segmentation Masks V. Sushko Dan Zhang Juergen Gall Anna Khoreva 102 6 0 15 Sep 2022
Generator Knows What Discriminator Should Learn in Unconditional GANs Gayoung Lee Hyunsung Kim Jae Hyun Kim Seonghyeon Kim Jung-Woo Ha Yunjey Choi 65 13 0 27 Jul 2022
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps Seung Wook Kim Karsten Kreis Daiqing Li Antonio Torralba Sanja Fidler GAN 97 6 0 06 Jun 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos Xinyu Wang Jan Kautz Sifei Liu GAN 81 18 0 30 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 69 1 0 21 Mar 2022
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik Daniel Cohen-Or 85 85 0 28 Feb 2022
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations Daiqing Li Huan Ling Seung Wook Kim Karsten Kreis Adela Barriuso Sanja Fidler Antonio Torralba 148 107 0 12 Jan 2022
Towards Full-to-Empty Room Generation with Structure-Aware Feature Encoding and Soft Semantic Region-Adaptive Normalization V. Gkitsas N. Zioulis V. Sterzentsenko Alexandros Doumanoglou D. Zarpalas 36 6 0 10 Dec 2021
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 297 540 0 06 Dec 2021
Optimizing Latent Space Directions For GAN-based Local Image Editing Ehsan Pajouheshgar Tong Zhang Sabine Süsstrunk GAN 73 12 0 24 Nov 2021
EditGAN: High-Precision Semantic Image Editing Huan Ling Karsten Kreis Daiqing Li Seung Wook Kim Antonio Torralba Sanja Fidler DiffM GAN 76 204 0 04 Nov 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 125 109 0 07 Mar 2021