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1906.02691
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An Introduction to Variational Autoencoders
6 June 2019
Diederik P. Kingma
Max Welling
BDL
SSL
DRL
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Papers citing
"An Introduction to Variational Autoencoders"
50 / 838 papers shown
Title
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Frederic Runge
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Riddhish Bhalodia
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120
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Structured Uncertainty in the Observation Space of Variational Autoencoders
James A. G. Langley
M. Monteiro
Charles Jones
Nick Pawlowski
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69
2
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25 May 2022
Deep Direct Discriminative Decoders for High-dimensional Time-series Data Analysis
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Milos R. Popovic
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129
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22 May 2022
CARNet: A Dynamic Autoencoder for Learning Latent Dynamics in Autonomous Driving Tasks
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45
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Multi-scale Attention Flow for Probabilistic Time Series Forecasting
Shibo Feng
Chunyan Miao
Ke-Li Xu
Jiaxiang Wu
Pengcheng Wu
Fan Lin
P. Zhao
BDL
AI4TS
56
27
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Conditional Vector Graphics Generation for Music Cover Images
Valeria Efimova
Ivan Jarsky
Ilya Bizyaev
Andrey Filchenkov
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71
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15 May 2022
Variational Autoencoder Leveraged MMSE Channel Estimation
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B. Fesl
M. Koller
Wolfgang Utschick
66
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11 May 2022
Generative methods for sampling transition paths in molecular dynamics
T. Lelièvre
Geneviève Robin
Inass Sekkat
G. Stoltz
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46
9
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05 May 2022
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Aurélie Bugeau
Samuel Hurault
S. Parisotto
Patricia Vitoria
53
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CVBM
56
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Data-driven emotional body language generation for social robotics
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Fernando García
Angelica Lim
Nikolas J. Hemion
T. Wennekers
21
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Fast Sampling of Diffusion Models with Exponential Integrator
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Yongxin Chen
DiffM
114
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Particle algorithms for maximum likelihood training of latent variable models
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Jen Ning Lim
A. M. Johansen
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121
23
0
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Wrapped Distributions on homogeneous Riemannian manifolds
F. Galaz‐García
Marios Papamichalis
K. Turnbull
Simón Lunagómez
E. Airoldi
75
9
0
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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
Chang-Tien Lu
Shen Zheng
Gaurav Gupta
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51
7
0
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C. Fanelli
A. Mahmood
26
2
0
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Santiago Silva
Marco Lorenzi
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88
5
0
15 Apr 2022
Accelerated Design and Deployment of Low-Carbon Concrete for Data Centers
Xiou Ge
Richard Goodwin
Haizi Yu
Pablo Romero
Omar Abdelrahman
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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
Kevin Luxem
Jennifer J. Sun
S. P. Bradley
K. Krishnan
Eric A. Yttri
Jan Zimmermann
Talmo D. Pereira
M. Laubach
79
36
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Scalable Semi-Modular Inference with Variational Meta-Posteriors
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Geoff K. Nicholls
56
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SIERRA: Ranking Anomalous Activities in Enterprise Networks
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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
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
Xin Cai
Y. Bi
Peter Nicholl
AI4TS
36
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30 Mar 2022
Efficient-VDVAE: Less is more
Louay Hazami
Rayhane Mama
Ragavan Thurairatnam
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104
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Pixel VQ-VAEs for Improved Pixel Art Representation
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Matthew J. Guzdial
56
8
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23 Mar 2022
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
Axel Levy
Frédéric Poitevin
Julien N. P. Martel
Y. Nashed
A. Peck
Nina Miolane
Daniel Ratner
Mike Dunne
Gordon Wetzstein
93
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0
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Implicit Feature Decoupling with Depthwise Quantization
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Barry W. Boehm
48
2
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Generative models and Bayesian inversion using Laplace approximation
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G. Wübbeler
F. Schmähling
Clemens Elster
61
1
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15 Mar 2022
Hybrid Artifact Detection System for Minute Resolution Blood Pressure Signals from ICU
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Evangelos Kafantaris
T. M. Lo
Chen Qin
Javier Escudero
23
0
0
11 Mar 2022
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
E. Ayanoglu
Kemal Davaslioglu
Y. Sagduyu
GAN
67
34
0
09 Mar 2022
Diffusion Models for Medical Anomaly Detection
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Robin Sandkühler
Philippe C. Cattin
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121
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Jin-zhi Huang
Shinjae Yoo
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B. Viren
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ViT
100
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TAE: A Semi-supervised Controllable Behavior-aware Trajectory Generator and Predictor
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Xiangguo Liu
Bowen Zheng
Davis Liang
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141
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Learning Conditional Variational Autoencoders with Missing Covariates
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Otto Lönnroth
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Harri Lähdesmäki
CML
72
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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
CoGe
UD
DRL
107
4
0
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Estimators of Entropy and Information via Inference in Probabilistic Models
Feras A. Saad
Marco F. Cusumano-Towner
Vikash K. Mansinghka
73
4
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Speciesist bias in AI -- How AI applications perpetuate discrimination and unfair outcomes against animals
Thilo Hagendorff
L. Bossert
Yip Fai Tse
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77
40
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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
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32
0
0
19 Feb 2022
Deep learning and differential equations for modeling changes in individual-level latent dynamics between observation periods
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R. Kalisch
Lara Puhlmann
A. Chmitorz
Anita Schick
Harald Binder
56
1
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Machine Learning in Aerodynamic Shape Optimization
Ji-chao Li
Xiaosong Du
J. Martins
AI4CE
95
195
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Supported Policy Optimization for Offline Reinforcement Learning
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Haixu Wu
Zihan Qiu
Jianmin Wang
Mingsheng Long
OffRL
101
70
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Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo
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José Miguel Hernández-Lobato
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90
15
0
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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
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Model Architecture Adaption for Bayesian Neural Networks
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Yiren Zhao
Ilia Shumailov
Robert D. Mullins
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0
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