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
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models Bin Wu Wuxuan Shi Jinqiao Wang Mang Ye CLL VLM 53 0 0 06 Mar 2025
Causal Deep Learning M. Alex O. Vasilescu CML 59 2 1 03 Jan 2025
Unsupervised discovery of the shared and private geometry in multi-view data Sai Koukuntla Joshua B. Julian Jesse C. Kaminsky Manuel Schottdorf David W. Tank C. Brody Adam S. Charles 46 0 0 31 Dec 2024
Approximate Fiber Product: A Preliminary Algebraic-Geometric Perspective on Multimodal Embedding Alignment Dongfang Zhao 64 0 0 30 Nov 2024
An Information Criterion for Controlled Disentanglement of Multimodal Data Chenyu Wang Sharut Gupta Xinyi Zhang Sana Tonekaboni Stefanie Jegelka Tommi Jaakkola Caroline Uhler DRL 42 1 0 31 Oct 2024
LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models Haolin Li Yuhang Zhou Ziheng Zhao Siyuan Du Jiangchao Yao Weidi Xie Ya Zhang Yanfeng Wang 31 1 0 29 Sep 2024
Disentangled Representations for Short-Term and Long-Term Person Re-Identification Chanho Eom Wonkyung Lee Geon Lee Bumsub Ham OOD DRL 30 16 0 09 Sep 2024
DualContrast: Unsupervised Disentangling of Content and Transformations with Implicit Parameterization M. R. Uddin Min Xu 51 0 0 27 May 2024
ShapeFusion: A 3D diffusion model for localized shape editing Rolandos Alexandros Potamias Michail Tarasiou Stylianos Ploumpis S. Zafeiriou 32 2 0 28 Mar 2024
Medical Speech Symptoms Classification via Disentangled Representation Jianzong Wang Pengcheng Li Xulong Zhang Ning Cheng Jing Xiao 14 0 0 08 Mar 2024
Disentangled Multimodal Brain MR Image Translation via Transformer-based Modality Infuser Jihoon Cho Xiaofeng Liu Fangxu Xing J. Ouyang G. El Fakhri Jinah Park Jonghye Woo MedIm 19 1 0 01 Feb 2024
Unsupervised Multiple Domain Translation through Controlled Disentanglement in Variational Autoencoder Antonio Almudévar Théo Mariotte Alfonso Ortega Giménez Marie Tahon DRL 21 1 0 17 Jan 2024
Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion Weitao Du Jiujiu Chen Xuecang Zhang Zhiming Ma Shengchao Liu DiffM 30 9 0 06 Dec 2023
AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems Sai Amrit Patnaik Shivali Chansoriya Anil K. Jain A. Namboodiri AAML GAN 34 0 0 20 Nov 2023
Towards Improving Robustness Against Common Corruptions using Mixture of Class Specific Experts Shashank Kotyan Danilo Vasconcellos Vargas AAML 20 0 0 16 Nov 2023
SCADI: Self-supervised Causal Disentanglement in Latent Variable Models Heejeong Nam CML 15 1 0 11 Nov 2023
Disentangled Representation Learning with Transmitted Information Bottleneck Zhuohang Dang Minnan Luo Chengyou Jia Guangwen Dai Jihong Wang Xiao Chang Jingdong Wang Qinghua Zheng 37 4 0 03 Nov 2023
A Chronological Survey of Theoretical Advancements in Generative Adversarial Networks for Computer Vision Hrishikesh Sharma AI4CE EGVM 13 1 0 02 Nov 2023
Disentanglement Learning via Topology Nikita Balabin Daria Voronkova I. Trofimov Evgeny Burnaev S. Barannikov DRL 58 2 0 24 Aug 2023
Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement Zhixiang Wei Lin Chen Tao Tu H. Chen Pengyang Ling Yi Jin 31 7 0 18 Jul 2023
Stabilizing GANs' Training with Brownian Motion Controller Tianjiao Luo Ziyu Zhu Jianfei Chen Jun Zhu 26 4 0 18 Jun 2023
Contrastive Representation Disentanglement for Clustering Fei Ding Dan Zhang Yin Yang V. Krovi Feng Luo SSL DRL 17 0 0 08 Jun 2023
DualVAE: Controlling Colours of Generated and Real Images Keerth Rathakumar David Liebowitz Christian J. Walder Kristen Moore S. Kanhere 26 0 0 30 May 2023
Correcting Flaws in Common Disentanglement Metrics Louis Mahon Lei Shah Thomas Lukasiewicz CoGe DRL 34 3 0 05 Apr 2023
Place Recognition under Occlusion and Changing Appearance via Disentangled Representations Yueting Chen Xingyu Chen Yicen Li 27 1 0 21 Nov 2022
UDoc-GAN: Unpaired Document Illumination Correction with Background Light Prior Yonghui Wang Wen-gang Zhou Zhenbo Lu Houqiang Li 19 16 0 15 Oct 2022
A Realism Metric for Generated LiDAR Point Clouds Larissa T. Triess Christoph B. Rist David Peter J. Marius Zöllner 3DPC 32 8 0 31 Aug 2022
Design What You Desire: Icon Generation from Orthogonal Application and Theme Labels Yinpeng Chen Zhiyu Pan Min Shi Hao Lu Zhiguo Cao Weicai Zhong GAN 19 3 0 31 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 31 28 0 19 Jul 2022
Factorizing Knowledge in Neural Networks Xingyi Yang Jingwen Ye Xinchao Wang MoMe 47 121 0 04 Jul 2022
Learning Fair Representation via Distributional Contrastive Disentanglement Changdae Oh Heeji Won Junhyuk So Taero Kim Yewon Kim Hosik Choi Kyungwoo Song FaML CoGe CML DRL 21 40 0 17 Jun 2022
FaIRCoP: Facial Image Retrieval using Contrastive Personalization Devansh Gupta Aditya Saini Drishti Bhasin Sarthak Bhagat Shagun Uppal R. Jain Ponnurangam Kumaraguru R. Shah 13 1 0 28 May 2022
CIGMO: Categorical invariant representations in a deep generative framework H. Hosoya GAN OCL 13 0 0 27 May 2022
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing Samuel Sousa Roman Kern PILM AILaw 22 40 0 20 May 2022
Content-Context Factorized Representations for Automated Speech Recognition David M. Chan Shalini Ghosh 18 11 0 19 May 2022
A Contrastive Objective for Learning Disentangled Representations Jonathan Kahana Yedid Hoshen SSL 19 13 0 21 Mar 2022
Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph Dacheng Yin Xuanchi Ren Chong Luo Yuwang Wang Zhiwei Xiong Wenjun Zeng 52 13 0 24 Feb 2022
Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition Jie Su Z. Wen Tao R. Lin Yu Guan 19 18 0 15 Feb 2022
Decoupling Local and Global Representations of Time Series S. Tonekaboni Chun-Liang Li Sercan Ö. Arik Anna Goldenberg Tomas Pfister AI4TS CML OOD 22 20 0 04 Feb 2022
Disentangling Style and Speaker Attributes for TTS Style Transfer Xiaochun An Frank Soong Lei Xie 56 18 0 24 Jan 2022
Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Dongnan Liu Chaoyi Zhang Yang Song Heng Huang Chenyu Wang Michael Barnett Weidong (Tom) Cai 15 37 0 06 Jan 2022
Disentanglement by Cyclic Reconstruction David Bertoin Emmanuel Rachelson OOD 21 4 0 24 Dec 2021
MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks Wentao Zhu Zhuoqian Yang Ziang Di Wayne Wu Yizhou Wang Chen Change Loy 34 19 0 19 Dec 2021
Image Style Transfer and Content-Style Disentanglement Sailun Xu Jiazhi Zhang Jiamei Liu DRL 11 1 0 25 Nov 2021
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 30 82 0 24 Nov 2021
Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction Xili Dai Shengbang Tong Mingyang Li Ziyang Wu Michael Psenka ... Pengyuan Zhai Yaodong Yu Xiaojun Yuan Harry Shum Yi Ma 25 30 0 12 Nov 2021
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity Ran Liu Mehdi Azabou M. Dabagia Chi-Heng Lin M. G. Azar Keith B. Hengen Michal Valko Eva L. Dyer OCL SSL DRL 17 36 0 03 Nov 2021
Inference-InfoGAN: Inference Independence via Embedding Orthogonal Basis Expansion Hongxiang Jiang Jihao Yin Xiaoyan Luo Fuxiang Wang DRL 30 2 0 02 Oct 2021
Quantifying point cloud realism through adversarially learned latent representations Larissa T. Triess David Peter Stefan A. Baur J. Marius Zöllner 3DPC 32 2 0 24 Sep 2021
DisUnknown: Distilling Unknown Factors for Disentanglement Learning Sitao Xiang Yuming Gu Pengda Xiang Menglei Chai Hao Li Yajie Zhao Mingming He CoGe 35 4 0 16 Sep 2021