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1711.07410
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Disentangling Factors of Variation by Mixing Them
20 November 2017
Qiyang Hu
Attila Szabó
Tiziano Portenier
Matthias Zwicker
Paolo Favaro
OCL
CoGe
DRL
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Papers citing
"Disentangling Factors of Variation by Mixing Them"
44 / 44 papers shown
On the Biometric Capacity of Generative Face Models
Vishnu Boddeti
Gautam Sreekumar
Arun Ross
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201
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0
03 Aug 2023
ProtoVAE: Prototypical Networks for Unsupervised Disentanglement
Vaishnavi Patil
Matthew Evanusa
Joseph Jaja
BDL
DRL
153
1
0
16 May 2023
DCFace: Synthetic Face Generation with Dual Condition Diffusion Model
Computer Vision and Pattern Recognition (CVPR), 2023
Minchul Kim
Feng Liu
Anil Jain
Xiaoming Liu
DiffM
244
160
0
14 Apr 2023
NashAE: Disentangling Representations through Adversarial Covariance Minimization
European Conference on Computer Vision (ECCV), 2022
Eric C. Yeats
Frank Liu
David A. P. Womble
Hai Helen Li
CML
211
13
0
21 Sep 2022
Unsupervised Structure-Consistent Image-to-Image Translation
International Symposium on Visual Computing (ISVC), 2022
Shima Shahfar
Charalambos (Charis) Poullis
184
0
0
24 Aug 2022
Controllable and Guided Face Synthesis for Unconstrained Face Recognition
European Conference on Computer Vision (ECCV), 2022
Feng Liu
Minchul Kim
Anil Jain
Xiaoming Liu
CVBM
273
46
0
20 Jul 2022
Supervised Attribute Information Removal and Reconstruction for Image Manipulation
European Conference on Computer Vision (ECCV), 2022
Nannan Li
Bryan A. Plummer
124
3
0
13 Jul 2022
Disentangling representations in Restricted Boltzmann Machines without adversaries
Physical Review X (PRX), 2022
Jorge Fernandez-de-Cossio-Diaz
Simona Cocco
R. Monasson
DRL
312
20
0
23 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
89
1
0
28 May 2022
Disentangling speech from surroundings with neural embeddings
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Ahmed Omran
Neil Zeghidour
Zalan Borsos
Félix de Chaumont Quitry
M. Slaney
Marco Tagliasacchi
157
16
0
29 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model
Computer Vision and Pattern Recognition (CVPR), 2022
Yang Xue
Yuheng Li
Krishna Kumar Singh
Yong Jae Lee
173
107
0
28 Mar 2022
Controllable Data Augmentation Through Deep Relighting
G. Chogovadze
Rémi Pautrat
Marc Pollefeys
ViT
220
4
0
26 Oct 2021
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
M. Rashid
Sofia Broomé
K. Ask
Elin Hernlund
P. Andersen
Hedvig Kjellström
Yong Jae Lee
CML
176
9
0
30 Aug 2021
StyleFusion: A Generative Model for Disentangling Spatial Segments
Omer Kafri
Or Patashnik
Yuval Alaluf
Daniel Cohen-Or
205
37
0
15 Jul 2021
Learning Identity-Preserving Transformations on Data Manifolds
Marissa Connor
Kion Fallah
Christopher Rozell
217
5
0
22 Jun 2021
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models
International Conference on Learning Representations (ICLR), 2021
Luke Melas-Kyriazi
Christian Rupprecht
Iro Laina
Andrea Vedaldi
OCL
284
59
0
17 May 2021
Generating Furry Cars: Disentangling Object Shape & Appearance across Multiple Domains
Utkarsh Ojha
Krishna Kumar Singh
Yong Jae Lee
OOD
140
7
0
05 Apr 2021
Learning disentangled representations via product manifold projection
International Conference on Machine Learning (ICML), 2021
Marco Fumero
Luca Cosmo
Simone Melzi
Emanuele Rodolà
CoGe
DRL
233
28
0
02 Mar 2021
Generating Handwriting via Decoupled Style Descriptors
European Conference on Computer Vision (ECCV), 2020
Atsunobu Kotani
Stefanie Tellex
James Tompkin
211
33
0
26 Aug 2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement
William S. Peebles
John Peebles
Jun-Yan Zhu
Alexei A. Efros
Antonio Torralba
234
119
0
24 Aug 2020
Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation
Hongtao Yang
Tong Zhang
Wenbing Huang
Xuming He
Fatih Porikli
227
4
0
26 Jul 2020
Unsupervised Shape and Pose Disentanglement for 3D Meshes
Keyang Zhou
Bharat Lal Bhatnagar
Gerard Pons-Moll
3DH
DRL
148
87
0
22 Jul 2020
It's LeVAsa not LevioSA! Latent Encodings for Valence-Arousal Structure Alignment
Surabhi S. Nath
Vishaal Udandarao
Jainendra Shukla
191
5
0
20 Jul 2020
Swapping Autoencoder for Deep Image Manipulation
Taesung Park
Jun-Yan Zhu
Oliver Wang
Jingwan Lu
Eli Shechtman
Alexei A. Efros
Richard Y. Zhang
1.1K
360
0
01 Jul 2020
Disentanglement for Discriminative Visual Recognition
Xiaofeng Liu
DRL
196
6
0
14 Jun 2020
DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors
Sarthak Bhagat
Vishaal Udandarao
Shagun Uppal
CoGe
SSL
DRL
180
6
0
10 Jun 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Yu Deng
Jiaolong Yang
Dong Chen
Fang Wen
Xin Tong
CoGe
CVBM
259
377
0
24 Apr 2020
Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Guoqing Wang
Hu Han
Shiguang Shan
Xilin Chen
CVBM
OOD
188
195
0
04 Apr 2020
Guided Variational Autoencoder for Disentanglement Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Zheng Ding
Yifan Xu
Weijian Xu
Gaurav Parmar
Yang Yang
Max Welling
Zhuowen Tu
DRL
CoGe
174
122
0
02 Apr 2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations
International Conference on 3D Vision (3DV), 2020
Berk Kaya
Radu Timofte
161
8
0
22 Mar 2020
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation
Computer Vision and Pattern Recognition (CVPR), 2019
Yuheng Li
Krishna Kumar Singh
Utkarsh Ojha
Yong Jae Lee
CoGe
227
81
0
26 Nov 2019
Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis
IEEE International Conference on Computer Vision (ICCV), 2019
Patrick Esser
Johannes Haux
Bjorn Ommer
OOD
OCL
DRL
132
40
0
22 Oct 2019
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data
Neural Information Processing Systems (NeurIPS), 2019
Utkarsh Ojha
Krishna Kumar Singh
Cho-Jui Hsieh
Yong Jae Lee
DRL
178
3
0
01 Oct 2019
Unsupervised Generative 3D Shape Learning from Natural Images
Attila Szabó
Givi Meishvili
Paolo Favaro
GAN
3DH
3DV
142
71
0
01 Oct 2019
Y-Autoencoders: disentangling latent representations via sequential-encoding
Pattern Recognition Letters (PR), 2019
Massimiliano Patacchiola
P. Fox-Roberts
E. Rosten
OOD
DRL
91
17
0
25 Jul 2019
Product of Orthogonal Spheres Parameterization for Disentangled Representation Learning
British Machine Vision Conference (BMVC), 2019
Ankita Shukla
Sarthak Bhagat
Shagun Uppal
Saket Anand
Pavan Turaga
CML
OOD
DRL
148
25
0
22 Jul 2019
A Cyclically-Trained Adversarial Network for Invariant Representation Learning
Jiawei Chen
Janusz Konrad
Prakash Ishwar
AAML
GAN
OOD
156
8
0
21 Jun 2019
DualDis: Dual-Branch Disentangling with Adversarial Learning
Thomas Robert
Nicolas Thome
Matthieu Cord
CoGe
DRL
159
4
0
03 Jun 2019
Disentangling Content and Style via Unsupervised Geometry Distillation
Wayne Wu
Kaidi Cao
Cheng Li
Chao Qian
Chen Change Loy
DRL
141
17
0
11 May 2019
Disentangling Pose from Appearance in Monochrome Hand Images
Yikang Li
Christopher D. Twigg
Yuting Ye
Lingling Tao
Xiaogang Wang
3DH
162
4
0
16 Apr 2019
Disentangled Representation Learning in Cardiac Image Analysis
A. Chartsias
T. Joyce
G. Papanastasiou
M. Williams
D. Newby
R. Dharmakumar
Sotirios A. Tsaftaris
DRL
429
145
0
22 Mar 2019
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery
Krishna Kumar Singh
Utkarsh Ojha
Yong Jae Lee
OCL
297
139
0
27 Nov 2018
Open-Ended Content-Style Recombination Via Leakage Filtering
Karl Ridgeway
Michael C. Mozer
DRL
VLM
94
2
0
28 Sep 2018
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders
A. Jha
Saket Anand
Maneesh Kumar Singh
V. Veeravasarapu
CoGe
DRL
129
136
0
27 Apr 2018
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