The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement

24 August 2020

Jun-Yan Zhu

Antonio Torralba

Papers citing "The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement"

29 / 29 papers shown

Title
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
User-Driven Voice Generation and Editing through Latent Space Navigation Yusheng Tian Junbin Liu Tan Lee DiffM 33 2 0 30 Aug 2024
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models Samuel Marks Can Rager Eric J. Michaud Yonatan Belinkov David Bau Aaron Mueller 44 110 0 28 Mar 2024
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
Stable Attribute Group Editing for Reliable Few-shot Image Generation Guanqi Ding Xinzhe Han Shuhui Wang Xin Jin Dandan Tu Qingming Huang 17 9 0 01 Feb 2023
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 19 6 0 11 Dec 2022
Training and Tuning Generative Neural Radiance Fields for Attribute-Conditional 3D-Aware Face Generation Jichao Zhang Aliaksandr Siarohin Yahui Liu Hao Tang N. Sebe Wei Wang CVBM 3DH AI4CE 13 9 0 26 Aug 2022
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models Nikos Kostagiolas M. Nicolaou Yannis Panagakis GAN 16 2 0 03 Aug 2022
Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing Gaurav Parmar Yijun Li Jingwan Lu Richard Y. Zhang Jun-Yan Zhu Krishna Kumar Singh DiffM 16 50 0 16 Jun 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 22 42 0 05 May 2022
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li Martin Renqiang Min K. Li Chenliang Xu EGVM 20 39 0 29 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 14 99 0 28 Mar 2022
3D-aware Image Synthesis via Learning Structural and Textural Representations Yinghao Xu Sida Peng Ceyuan Yang Yujun Shen Bolei Zhou 3DV 16 130 0 20 Dec 2021
Self-supervised Enhancement of Latent Discovery in GANs Silpa Vadakkeeveetil Sreelatha Adarsh Kappiyath S. Sumitra 29 3 0 16 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 22 103 0 09 Dec 2021
Latent Transformations via NeuralODEs for GAN-based Image Editing Valentin Khrulkov L. Mirvakhabova Ivan V. Oseledets Artem Babenko 16 14 0 29 Nov 2021
Discovering and Explaining the Representation Bottleneck of DNNs Huiqi Deng Qihan Ren Hao Zhang Quanshi Zhang 27 59 0 11 Nov 2021
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion Zihang Lai Sifei Liu Alexei A. Efros Xiaolong Wang VGen 32 31 0 06 Oct 2021
Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN Badour Albahar Jingwan Lu Jimei Yang Zhixin Shu Eli Shechtman Jia-Bin Huang 3DH 25 81 0 13 Sep 2021
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation Yuxiang Wei Yupeng Shi Xiao-Chang Liu Zhilong Ji Yuan Gao Zhongqin Wu W. Zuo 12 55 0 17 Aug 2021
DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis with GANs J. Nistal Stefan Lattner G. Richard 11 8 0 03 Aug 2021
Commutative Lie Group VAE for Disentanglement Learning Xinqi Zhu Chang Xu Dacheng Tao CoGe DRL 25 22 0 07 Jun 2021
Where and What? Examining Interpretable Disentangled Representations Xinqi Zhu Chang Xu Dacheng Tao FAtt DRL 35 38 0 07 Apr 2021
Using Deep LSD to build operators in GANs latent space with meaning in real space J. Q. Toledo-Marín J. Glazier GAN 15 3 0 09 Feb 2021
Counterfactual Generative Networks Axel Sauer Andreas Geiger OOD BDL CML 28 122 0 15 Jan 2021
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 35 480 0 25 Nov 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 13 897 0 06 Apr 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018