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Bayesian Semisupervised Learning with Deep Generative Models

Bayesian Semisupervised Learning with Deep Generative Models

Jonathan Gordon
José Miguel Hernández-Lobato
ArXiv (abs)PDFHTML

Papers citing "Bayesian Semisupervised Learning with Deep Generative Models"

13 / 13 papers shown
Featurized Density Ratio Estimation
Featurized Density Ratio Estimation
Kristy Choi
Madeline Liao
Stefano Ermon
TPM
151
33
0
05 Jul 2021
Unsupervised Learning of Global Factors in Deep Generative Models
Unsupervised Learning of Global Factors in Deep Generative ModelsPattern Recognition (Pattern Recognit.), 2020
I. Peis
Pablo M. Olmos
Antonio Artés-Rodríguez
BDLDRL
212
11
0
15 Dec 2020
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and ChallengesInformation Fusion (Inf. Fusion), 2020
Moloud Abdar
Farhad Pourpanah
Sadiq Hussain
Dana Rezazadegan
Tianpeng Liu
...
Xiaochun Cao
Abbas Khosravi
U. Acharya
V. Makarenkov
S. Nahavandi
BDLUQCV
947
2,266
0
12 Nov 2020
Investigating the Effect of Intraclass Variability in Temporal Ensembling
Investigating the Effect of Intraclass Variability in Temporal Ensembling
Siddharth Vohra
Manikandan Ravikiran
95
0
0
20 Aug 2020
Semi-supervised learning objectives as log-likelihoods in a generative model of data curation
Semi-supervised learning objectives as log-likelihoods in a generative model of data curation
Stoil Ganev
Laurence Aitchison
220
4
0
13 Aug 2020
Sparse Semi-supervised Heterogeneous Interbattery Bayesian Analysis
Sparse Semi-supervised Heterogeneous Interbattery Bayesian AnalysisPattern Recognition (Pattern Recognit.), 2020
C. Sevilla-Salcedo
Vanessa Gómez-Verdejo
Pablo M. Olmos
139
13
0
24 Jan 2020
Hybrid Models with Deep and Invertible Features
Hybrid Models with Deep and Invertible Features
Eric T. Nalisnick
Akihiro Matsukawa
Yee Whye Teh
Dilan Görür
Balaji Lakshminarayanan
BDLDRL
283
101
0
07 Feb 2019
Semi-Unsupervised Learning: Clustering and Classifying using Ultra-Sparse Labels
Semi-Unsupervised Learning: Clustering and Classifying using Ultra-Sparse Labels
M. Willetts
Stephen J. Roberts
Christopher C Holmes
191
5
0
24 Jan 2019
Semi-unsupervised Learning of Human Activity using Deep Generative Models
Semi-unsupervised Learning of Human Activity using Deep Generative Models
M. Willetts
Aiden Doherty
Stephen J. Roberts
Chris Holmes
124
3
0
29 Oct 2018
Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments
Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments
Dongwha Shin
M. Ahmed
P. Rhee
ObjD
114
21
0
13 Oct 2018
A Deep Generative Model for Semi-Supervised Classification with Noisy Labels
A Deep Generative Model for Semi-Supervised Classification with Noisy Labels
Maxime Langevin
Edouard Mehlman
Jeffrey Regier
Romain Lopez
Sai Li
N. Yosef
DRLVLMNoLaGAN
54
4
0
16 Sep 2018
Classification by Re-generation: Towards Classification Based on Variational Inference
Classification by Re-generation: Towards Classification Based on Variational Inference
Shideh Rezaeifar
O. Taran
Svyatoslav Voloshynovskiy
DRL
106
4
0
10 Sep 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches
Md. Zahangir Alom
T. Taha
C. Yakopcic
Stefan Westberg
P. Sidike
Mst Shamima Nasrin
B. Van Essen
A. Awwal
V. Asari
VLM
395
969
0
03 Mar 2018