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Simple Disentanglement of Style and Content in Visual Representations

Simple Disentanglement of Style and Content in Visual Representations

20 February 2023
Lilian Ngweta
Subha Maity
Alex Gittens
Yuekai Sun
Mikhail Yurochkin
    CoGe
    DRL
ArXivPDFHTML

Papers citing "Simple Disentanglement of Style and Content in Visual Representations"

9 / 9 papers shown
Title
Towards LLMs Robustness to Changes in Prompt Format Styles
Towards LLMs Robustness to Changes in Prompt Format Styles
Lilian Ngweta
Kiran Kate
Jason Tsay
Yara Rizk
AAML
VLM
25
0
0
09 Apr 2025
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies
C. Ciușdel
Alex Serban
Tiziano Passerini
CoGe
64
1
0
03 Feb 2025
StyleShot: A Snapshot on Any Style
StyleShot: A Snapshot on Any Style
Junyao Gao
Yanchen Liu
Yanan Sun
Yinhao Tang
Yanhong Zeng
Kai Chen
Cairong Zhao
TTA
3DH
VLM
68
14
0
01 Jul 2024
DualContrast: Unsupervised Disentangling of Content and Transformations with Implicit Parameterization
DualContrast: Unsupervised Disentangling of Content and Transformations with Implicit Parameterization
M. R. Uddin
Min Xu
43
0
0
27 May 2024
Substance or Style: What Does Your Image Embedding Know?
Substance or Style: What Does Your Image Embedding Know?
Cyrus Rashtchian
Charles Herrmann
Chun-Sung Ferng
Ayan Chakrabarti
Dilip Krishnan
Deqing Sun
Da-Cheng Juan
Andrew Tomkins
15
6
0
10 Jul 2023
Masked Autoencoders Are Scalable Vision Learners
Masked Autoencoders Are Scalable Vision Learners
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViT
TPM
258
7,337
0
11 Nov 2021
Contrastive Learning Inverts the Data Generating Process
Contrastive Learning Inverts the Data Generating Process
Roland S. Zimmermann
Yash Sharma
Steffen Schneider
Matthias Bethge
Wieland Brendel
SSL
236
206
0
17 Feb 2021
Weakly-Supervised Disentanglement Without Compromises
Weakly-Supervised Disentanglement Without Compromises
Francesco Locatello
Ben Poole
Gunnar Rätsch
Bernhard Schölkopf
Olivier Bachem
Michael Tschannen
CoGe
OOD
DRL
171
311
0
07 Feb 2020
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
279
39,083
0
01 Sep 2014
1