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An Introduction to Variational Autoencoders
v1v2v3 (latest)

An Introduction to Variational Autoencoders

6 June 2019
Diederik P. Kingma
Max Welling
    BDLSSLDRL
ArXiv (abs)PDFHTML

Papers citing "An Introduction to Variational Autoencoders"

50 / 838 papers shown
Title
Semi-supervised Semantics-guided Adversarial Training for Trajectory
  Prediction
Semi-supervised Semantics-guided Adversarial Training for Trajectory Prediction
Ruochen Jiao
Xiangguo Liu
Takami Sato
Qi Alfred Chen
Qi Zhu
AAML
103
20
0
27 May 2022
Probabilistic Transformer: Modelling Ambiguities and Distributions for
  RNA Folding and Molecule Design
Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design
Jörg Franke
Frederic Runge
Frank Hutter
70
15
0
27 May 2022
RENs: Relevance Encoding Networks
RENs: Relevance Encoding Networks
Krithika S. Iyer
Riddhish Bhalodia
Shireen Y. Elhabian
DRL
120
1
0
25 May 2022
Structured Uncertainty in the Observation Space of Variational
  Autoencoders
Structured Uncertainty in the Observation Space of Variational Autoencoders
James A. G. Langley
M. Monteiro
Charles Jones
Nick Pawlowski
Ben Glocker
CMLOODBDLDRL
69
2
0
25 May 2022
Deep Direct Discriminative Decoders for High-dimensional Time-series
  Data Analysis
Deep Direct Discriminative Decoders for High-dimensional Time-series Data Analysis
Mohammadreza Rezaei
Milos R. Popovic
M. Lankarany
Ali Yousefi
AI4TS
129
0
0
22 May 2022
CARNet: A Dynamic Autoencoder for Learning Latent Dynamics in Autonomous
  Driving Tasks
CARNet: A Dynamic Autoencoder for Learning Latent Dynamics in Autonomous Driving Tasks
A. Pak
Hemanth Manjunatha
Dimitar Filev
Panagiotis Tsiotras
45
5
0
18 May 2022
Multi-scale Attention Flow for Probabilistic Time Series Forecasting
Multi-scale Attention Flow for Probabilistic Time Series Forecasting
Shibo Feng
Chunyan Miao
Ke-Li Xu
Jiaxiang Wu
Pengcheng Wu
Fan Lin
P. Zhao
BDLAI4TS
56
27
0
16 May 2022
Conditional Vector Graphics Generation for Music Cover Images
Conditional Vector Graphics Generation for Music Cover Images
Valeria Efimova
Ivan Jarsky
Ilya Bizyaev
Andrey Filchenkov
GAN
71
3
0
15 May 2022
Variational Autoencoder Leveraged MMSE Channel Estimation
Variational Autoencoder Leveraged MMSE Channel Estimation
Michael Baur
B. Fesl
M. Koller
Wolfgang Utschick
66
20
0
11 May 2022
Generative methods for sampling transition paths in molecular dynamics
Generative methods for sampling transition paths in molecular dynamics
T. Lelièvre
Geneviève Robin
Inass Sekkat
G. Stoltz
Gabriel Victorino Cardoso
GAN
46
9
0
05 May 2022
An Analysis of Generative Methods for Multiple Image Inpainting
An Analysis of Generative Methods for Multiple Image Inpainting
C. Ballester
Aurélie Bugeau
Samuel Hurault
S. Parisotto
Patricia Vitoria
53
3
0
04 May 2022
Assessing Dataset Bias in Computer Vision
Assessing Dataset Bias in Computer Vision
Athiya Deviyani
CVBM
56
9
0
03 May 2022
Data-driven emotional body language generation for social robotics
Data-driven emotional body language generation for social robotics
Mina Marmpena
Fernando García
Angelica Lim
Nikolas J. Hemion
T. Wennekers
21
2
0
02 May 2022
Fast Sampling of Diffusion Models with Exponential Integrator
Fast Sampling of Diffusion Models with Exponential Integrator
Qinsheng Zhang
Yongxin Chen
DiffM
114
439
0
29 Apr 2022
Particle algorithms for maximum likelihood training of latent variable
  models
Particle algorithms for maximum likelihood training of latent variable models
Juan Kuntz
Jen Ning Lim
A. M. Johansen
FedML
121
23
0
27 Apr 2022
Wrapped Distributions on homogeneous Riemannian manifolds
Wrapped Distributions on homogeneous Riemannian manifolds
F. Galaz‐García
Marios Papamichalis
K. Turnbull
Simón Lunagómez
E. Airoldi
75
9
0
20 Apr 2022
Gaussian mixture modeling of nodes in Bayesian network according to
  maximal parental cliques
Gaussian mixture modeling of nodes in Bayesian network according to maximal parental cliques
Yiran Dong
Chuanhou Gao
38
0
0
20 Apr 2022
Unsupervised Domain Adaptation for Cardiac Segmentation: Towards
  Structure Mutual Information Maximization
Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization
Chang-Tien Lu
Shen Zheng
Gaurav Gupta
OOD
51
7
0
20 Apr 2022
Artificial Intelligence for Imaging Cherenkov Detectors at the EIC
Artificial Intelligence for Imaging Cherenkov Detectors at the EIC
C. Fanelli
A. Mahmood
26
2
0
19 Apr 2022
A Differentially Private Probabilistic Framework for Modeling the
  Variability Across Federated Datasets of Heterogeneous Multi-View
  Observations
A Differentially Private Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations
Irene Balelli
Santiago Silva
Marco Lorenzi
FedML
88
5
0
15 Apr 2022
Accelerated Design and Deployment of Low-Carbon Concrete for Data
  Centers
Accelerated Design and Deployment of Low-Carbon Concrete for Data Centers
Xiou Ge
Richard Goodwin
Haizi Yu
Pablo Romero
Omar Abdelrahman
Amruta Sudhalkar
Julius Kusuma
Ryan Cialdella
Nakul Garg
Lav Varshney
42
10
0
11 Apr 2022
Open-Source Tools for Behavioral Video Analysis: Setup, Methods, and
  Development
Open-Source Tools for Behavioral Video Analysis: Setup, Methods, and Development
Kevin Luxem
Jennifer J. Sun
S. P. Bradley
K. Krishnan
Eric A. Yttri
Jan Zimmermann
Talmo D. Pereira
M. Laubach
79
36
0
06 Apr 2022
Scalable Semi-Modular Inference with Variational Meta-Posteriors
Scalable Semi-Modular Inference with Variational Meta-Posteriors
Chris U. Carmona
Geoff K. Nicholls
56
11
0
01 Apr 2022
SIERRA: Ranking Anomalous Activities in Enterprise Networks
SIERRA: Ranking Anomalous Activities in Enterprise Networks
Jehyun Lee
Farren Tang
Phyo May Thet
Desmond Yeoh
Mitch Rybczynski
D. Divakaran
34
4
0
31 Mar 2022
Graph-based Active Learning for Semi-supervised Classification of SAR
  Data
Graph-based Active Learning for Semi-supervised Classification of SAR Data
Kevin Miller
John Mauro
Jason Setiadi
Xoaquin Baca
Zhan Shi
Jeff Calder
Andrea L. Bertozzi
69
22
0
31 Mar 2022
Tampered VAE for Improved Satellite Image Time Series Classification
Tampered VAE for Improved Satellite Image Time Series Classification
Xin Cai
Y. Bi
Peter Nicholl
AI4TS
36
1
0
30 Mar 2022
Efficient-VDVAE: Less is more
Efficient-VDVAE: Less is more
Louay Hazami
Rayhane Mama
Ragavan Thurairatnam
BDL
104
28
0
25 Mar 2022
Pixel VQ-VAEs for Improved Pixel Art Representation
Pixel VQ-VAEs for Improved Pixel Art Representation
Akash Saravanan
Matthew J. Guzdial
56
8
0
23 Mar 2022
Breast Cancer Induced Bone Osteolysis Prediction Using Temporal
  Variational Auto-Encoders
Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders
Wei Xiong
Neil Yeung
Shubo Wang
Haofu Liao
Liyun Wang
Jiebo Luo
78
7
0
20 Mar 2022
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D
  Molecular Volumes from Real Cryo-EM Images
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images
Axel Levy
Frédéric Poitevin
Julien N. P. Martel
Y. Nashed
A. Peck
Nina Miolane
Daniel Ratner
Mike Dunne
Gordon Wetzstein
93
41
0
15 Mar 2022
Implicit Feature Decoupling with Depthwise Quantization
Implicit Feature Decoupling with Depthwise Quantization
Iordanis Fostiropoulos
Barry W. Boehm
48
2
0
15 Mar 2022
Generative models and Bayesian inversion using Laplace approximation
Generative models and Bayesian inversion using Laplace approximation
M. Marschall
G. Wübbeler
F. Schmähling
Clemens Elster
61
1
0
15 Mar 2022
Hybrid Artifact Detection System for Minute Resolution Blood Pressure
  Signals from ICU
Hybrid Artifact Detection System for Minute Resolution Blood Pressure Signals from ICU
Hollan Haule
Evangelos Kafantaris
T. M. Lo
Chen Qin
Javier Escudero
23
0
0
11 Mar 2022
Dual reparametrized Variational Generative Model for Time-Series
  Forecasting
Dual reparametrized Variational Generative Model for Time-Series Forecasting
Ziang Chen
AI4TS
40
0
0
11 Mar 2022
Machine Learning in NextG Networks via Generative Adversarial Networks
Machine Learning in NextG Networks via Generative Adversarial Networks
E. Ayanoglu
Kemal Davaslioglu
Y. Sagduyu
GAN
67
34
0
09 Mar 2022
Diffusion Models for Medical Anomaly Detection
Diffusion Models for Medical Anomaly Detection
J. Wolleb
Florentin Bieder
Robin Sandkühler
Philippe C. Cattin
MedImDiffM
121
282
0
08 Mar 2022
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired
  image-to-image translation
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation
D. Torbunov
Yi Huang
Haiwang Yu
Jin-zhi Huang
Shinjae Yoo
Meifeng Lin
B. Viren
Yihui Ren
ViT
100
85
0
04 Mar 2022
TAE: A Semi-supervised Controllable Behavior-aware Trajectory Generator
  and Predictor
TAE: A Semi-supervised Controllable Behavior-aware Trajectory Generator and Predictor
Ruochen Jiao
Xiangguo Liu
Bowen Zheng
Davis Liang
Qi Zhu
141
24
0
02 Mar 2022
Learning Conditional Variational Autoencoders with Missing Covariates
Learning Conditional Variational Autoencoders with Missing Covariates
S. Ramchandran
Gleb Tikhonov
Otto Lönnroth
Pekka Tiikkainen
Harri Lähdesmäki
CML
72
19
0
02 Mar 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource
  Task-Specific Natural Language Generation
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation
Zhuang Li
Zhuang Li
Xingliang Yuan
Tongtong Wu
Tianyang Zhan
Gholamreza Haffari
CoGeUDDRL
107
4
0
27 Feb 2022
Estimators of Entropy and Information via Inference in Probabilistic
  Models
Estimators of Entropy and Information via Inference in Probabilistic Models
Feras A. Saad
Marco F. Cusumano-Towner
Vikash K. Mansinghka
73
4
0
24 Feb 2022
Speciesist bias in AI -- How AI applications perpetuate discrimination
  and unfair outcomes against animals
Speciesist bias in AI -- How AI applications perpetuate discrimination and unfair outcomes against animals
Thilo Hagendorff
L. Bossert
Yip Fai Tse
P. Singer
FaML
77
40
0
22 Feb 2022
AI/ML Algorithms and Applications in VLSI Design and Technology
AI/ML Algorithms and Applications in VLSI Design and Technology
Deepthi Amuru
Harsha V. Vudumula
Pavan K. Cherupally
Sushanth R. Gurram
Amir Ahmad
Andleeb Zahra
Zia Abbas
129
44
0
21 Feb 2022
Diversity in deep generative models and generative AI
Diversity in deep generative models and generative AI
Gabriel Turinici
DRL
32
0
0
19 Feb 2022
Deep learning and differential equations for modeling changes in
  individual-level latent dynamics between observation periods
Deep learning and differential equations for modeling changes in individual-level latent dynamics between observation periods
G. Köber
R. Kalisch
Lara Puhlmann
A. Chmitorz
Anita Schick
Harald Binder
56
1
0
15 Feb 2022
Machine Learning in Aerodynamic Shape Optimization
Machine Learning in Aerodynamic Shape Optimization
Ji-chao Li
Xiaosong Du
J. Martins
AI4CE
95
195
0
15 Feb 2022
Supported Policy Optimization for Offline Reinforcement Learning
Supported Policy Optimization for Offline Reinforcement Learning
Jialong Wu
Haixu Wu
Zihan Qiu
Jianmin Wang
Mingsheng Long
OffRL
101
70
0
13 Feb 2022
Missing Data Imputation and Acquisition with Deep Hierarchical Models
  and Hamiltonian Monte Carlo
Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo
I. Peis
Chao Ma
José Miguel Hernández-Lobato
BDLDRL
90
15
0
09 Feb 2022
A survey of unsupervised learning methods for high-dimensional
  uncertainty quantification in black-box-type problems
A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems
Katiana Kontolati
Dimitrios Loukrezis
D. D. Giovanis
Lohit Vandanapu
Michael D. Shields
80
43
0
09 Feb 2022
Model Architecture Adaption for Bayesian Neural Networks
Model Architecture Adaption for Bayesian Neural Networks
Duo Wang
Yiren Zhao
Ilia Shumailov
Robert D. Mullins
UQCVOODBDL
43
0
0
09 Feb 2022
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