Disentangling factors of variation in deep representations using adversarial training

10 November 2016

Papers citing "Disentangling factors of variation in deep representations using adversarial training"

50 / 263 papers shown

Title
Disentangled Generative Models for Robust Prediction of System Dynamics Stathi Fotiadis Mario Lino Valencia Shunlong Hu Stef Garasto C. Cantwell Anil Anthony Bharath DRL OOD CML 16 10 0 26 Aug 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 29 156 0 19 Aug 2021
Improving ClusterGAN Using Self-Augmented Information Maximization of Disentangling Latent Spaces T. Dam S. Anavatti H. Abbass 25 5 0 27 Jul 2021
StyleFusion: A Generative Model for Disentangling Spatial Segments Omer Kafri Or Patashnik Yuval Alaluf Daniel Cohen-Or 26 37 0 15 Jul 2021
Understanding Object Dynamics for Interactive Image-to-Video Synthesis A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer DiffM VGen 19 39 0 21 Jun 2021
CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection S. Jindal Qing Guo 16 6 0 21 Jun 2021
Improving Performance of Seen and Unseen Speech Style Transfer in End-to-end Neural TTS Xiaochun An Frank Soong Lei Xie 42 9 0 18 Jun 2021
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi OCL 38 53 0 17 May 2021
Boltzmann Tuning of Generative Models Victor Berger Michele Sebag 30 0 0 12 Apr 2021
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval Aneeshan Sain A. Bhunia Yongxin Yang Tao Xiang Yi-Zhe Song 8 79 0 29 Mar 2021
Scaling-up Disentanglement for Image Translation Aviv Gabbay Yedid Hoshen CoGe 26 20 0 25 Mar 2021
Density-aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement Chi Zhang Zihang Lin Liheng Xu Zongliang Li Wei Tang Yuehu Liu Gaofeng Meng Le Wang Li Li 23 19 0 11 Mar 2021
Behavior-Driven Synthesis of Human Dynamics A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer 33 14 0 08 Mar 2021
Learning ABCs: Approximate Bijective Correspondence for isolating factors of variation with weak supervision Kieran A. Murphy Varun Jampani Srikumar Ramalingam A. Makadia 13 2 0 04 Mar 2021
Transformers with Competitive Ensembles of Independent Mechanisms Alex Lamb Di He Anirudh Goyal Guolin Ke Chien-Feng Liao Mirco Ravanelli Yoshua Bengio MoE 26 23 0 27 Feb 2021
Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement Xuanchi Ren Tao Yang Yuwang Wang Wenjun Zeng CoGe DRL 27 7 0 21 Feb 2021
Learning Invariant Representation of Tasks for Robust Surgical State Estimation Yidan Qin M. Allan Yisong Yue J. W. Burdick M. Azizian OOD 11 8 0 18 Feb 2021
Weak Adaptation Learning -- Addressing Cross-domain Data Insufficiency with Weak Annotator Shichao Xu Lixu Wang Yixuan Wang Qi Zhu 27 15 0 15 Feb 2021
Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement A. Ross Finale Doshi-Velez DRL 21 13 0 09 Feb 2021
Sill-Net: Feature Augmentation with Separated Illumination Representation Hanwang Zhang Zhong Cao Ziang Yan Changshui Zhang 13 26 0 06 Feb 2021
Self-Supervised Equivariant Scene Synthesis from Video Cinjon Resnick Or Litany Cosmas Heiß Hugo Larochelle Joan Bruna Kyunghyun Cho OCL SSL 14 0 0 01 Feb 2021
Video Reenactment as Inductive Bias for Content-Motion Disentanglement Juan Felipe Hernandez Albarracin Adín Ramirez Rivera 35 2 0 30 Jan 2021
A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation Xiaofeng Liu Fangxu Xing G. El Fakhri Jonghye Woo MedIm 13 33 0 14 Jan 2021
Identity-aware Facial Expression Recognition in Compressed Video Xiaofeng Liu Linghao Jin Xu Han Jun Lu J. You Lingsheng Kong CVBM 48 20 0 01 Jan 2021
Disentangled Information Bottleneck Ziqi Pan Li Niu Jianfu Zhang Liqing Zhang 28 36 0 14 Dec 2020
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation Aditya Sreekar Ujjwal Tiwari A. Namboodiri DRL 26 4 0 17 Nov 2020
Generative and Discriminative Learning for Distorted Image Restoration Yi Gu Yuting Gao Jiajian Li Chentao Wu Weijia Jia 27 1 0 11 Nov 2020
Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging Qingjie Meng Jacqueline Matthew V. Zimmer Alberto Gómez D. Lloyd Daniel Rueckert Bernhard Kainz OOD 14 36 0 30 Oct 2020
A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 9 66 0 27 Oct 2020
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews Gabriele Pergola Lin Gui Yulan He AAML BDL DRL 13 15 0 22 Oct 2020
Mutual Information Regularized Identity-aware Facial ExpressionRecognition in Compressed Video Xiaofeng Liu Linghao Jin Xu Han J. You CVBM 20 26 0 20 Oct 2020
THIN: THrowable Information Networks and Application for Facial Expression Recognition In The Wild Estèphe Arnaud Arnaud Dapogny Kévin Bailly CVBM 29 23 0 15 Oct 2020
Anomaly Detection With Conditional Variational Autoencoders Adrian Alan Pol Victor Berger G. Cerminara Cécile Germain M. Pierini CML DRL 16 111 0 12 Oct 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations Shauli Ravfogel Yanai Elazar Jacob Goldberger Yoav Goldberg 18 12 0 11 Oct 2020
Toward Privacy and Utility Preserving Image Representation Ahmadreza Mosallanezhad Yasin N. Silva M. Mancenido Huan Liu PICV 9 0 0 30 Sep 2020
Counterfactual Explanation and Causal Inference in Service of Robustness in Robot Control Simón C. Smith S. Ramamoorthy 23 13 0 18 Sep 2020
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization Hanjiang Hu Hesheng Wang Zhe Liu Weidong Chen 27 27 0 16 Sep 2020
DynamicVAE: Decoupling Reconstruction Error and Disentangled Representation Learning Huajie Shao Haohong Lin Qinmin Yang Shuochao Yao Han Zhao Tarek F. Abdelzaher DRL 22 0 0 15 Sep 2020
Unsupervised Part Discovery by Unsupervised Disentanglement Sandro Braun Patrick Esser Bjorn Ommer OCL 8 4 0 09 Sep 2020
Ordinal-Content VAE: Isolating Ordinal-Valued Content Factors in Deep Latent Variable Models Minyoung Kim Vladimir Pavlovic CML DRL 14 4 0 07 Sep 2020
Dynamical Variational Autoencoders: A Comprehensive Review Laurent Girin Simon Leglaive Xiaoyu Bie Julien Diard Thomas Hueber Xavier Alameda-Pineda BDL 23 210 0 28 Aug 2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement William S. Peebles John Peebles Jun-Yan Zhu Alexei A. Efros Antonio Torralba 27 114 0 24 Aug 2020
Learning Interpretable Representation for Controllable Polyphonic Music Generation Ziyu Wang Dingsu Wang Yixiao Zhang Gus Xia DRL 17 63 0 17 Aug 2020
Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification Nan Pu Wei Chen Yu Liu E. Bakker M. Lew DRL 23 83 0 06 Aug 2020
Appearance Consensus Driven Self-Supervised Human Mesh Recovery Jogendra Nath Kundu M. Rakesh Varun Jampani R. Venkatesh R. Venkatesh Babu 3DH 34 37 0 04 Aug 2020
Privacy-preserving Voice Analysis via Disentangled Representations Ranya Aloufi Hamed Haddadi David E. Boyle DRL 19 58 0 29 Jul 2020
Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation Hongtao Yang Tong Zhang Wenbing Huang Xuming He Fatih Porikli 22 4 0 26 Jul 2020
Unsupervised Shape and Pose Disentanglement for 3D Meshes Keyang Zhou Bharat Lal Bhatnagar Gerard Pons-Moll 3DH DRL 12 75 0 22 Jul 2020
Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Yang Zou Xiaodong Yang Zhiding Yu B. Kumar Jan Kautz 22 212 0 20 Jul 2020
Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Xingchao Peng Yichen Li Kate Saenko 11 32 0 17 Jul 2020