Tutorial: Deriving the Standard Variational Autoencoder (VAE) Loss Function

21 July 2019

Papers citing "Tutorial: Deriving the Standard Variational Autoencoder (VAE) Loss Function"

22 / 22 papers shown

Title
Using KL-Divergence to Focus Frequency Information in Low-Light Image Enhancement Yan Xingyang Huang Xiaohong Zhang Zhao You Tian Xu Ziheng 105 0 0 16 Sep 2025
Active Learning-Guided Seq2Seq Variational Autoencoder for Multi-target Inhibitor Generation Julia Vilalta Mor Alexis Molina Laura Ortega Varga Isaac Filella-Merce Víctor Guallar 103 1 0 18 Jun 2025
Deep evolving semi-supervised anomaly detection Jack Belham Aryan Bhosale Samrat Mukherjee Biplab Banerjee Fabio Cuzzolin 210 0 0 01 Dec 2024
Energy-Based Prior Latent Space Diffusion model for Reconstruction of Lumbar Vertebrae from Thick Slice MRI Yanke Wang Yolanne Y. R. Lee Aurelio Dolfini Markus Reischl E. Konukoglu Kyriakos Flouris MedIm 186 1 0 30 Nov 2024
Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximationsInternational Conference on Learning Representations (ICLR), 2024 Julius Aka Johannes Brunnemann Jörg Eiden Arne Speerforck Lars Mikelsons 433 3 0 14 Oct 2024
CF-OPT: Counterfactual Explanations for Structured Prediction Germain Vivier-Ardisson Alexandre Forel Axel Parmentier Thibaut Vidal OffRL CML BDL 336 3 0 28 May 2024
Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems Hanyu Chen Zhixiu Hao Liying Xiao DiffM 265 4 0 17 May 2024
Projected Belief Networks With Discriminative Alignment for Acoustic Event Classification: Rivaling State of the Art CNNs P. Baggenstoss Kevin Wilkinghoff F. Govaers Frank Kurth 82 1 0 20 Jan 2024
Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning Parvin Malekzadeh Ming Hou Konstantinos N. Plataniotis 238 1 0 16 Oct 2023
Generalizing Across Domains in Diabetic Retinopathy via Variational Autoencoders Sharon Chokuwa M. H. Khan 225 10 0 20 Sep 2023
Variational Self-Supervised Contrastive Learning Using Beta Divergence Mehmet Can Yavuz Berrin Yanikoglu SSL 327 1 0 05 Sep 2023
Data-driven Nonlinear Parametric Model Order Reduction Framework using Deep Hierarchical Variational AutoencoderEngineering computations (Eng. Comput.), 2023 Sihun Lee Sangmin Lee Ki-Hyun Jang Haeseong Cho Sang-Joon Shin 146 9 0 10 Jul 2023
Tackling Multimodal Device Distributions in Inverse Photonic Design using Invertible Neural Networks Michel Frising J. Bravo-Abad F. Prins 116 6 0 29 Aug 2022
Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction ModelIEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2022 Peizheng Li Xiaoyang Wang Robert Piechocki S. Kapoor A. Doufexi Arjun Parekh DRL 94 3 0 27 Jun 2022
Hybrid Predictive Coding: Inferring, Fast and Slow Alexander Tschantz Beren Millidge A. Seth Christopher L. Buckley 197 49 0 05 Apr 2022
Unsupervised Clustering of Roman Potsherds via Variational AutoencodersJournal of Archaeological Science (JAS), 2022 S. Parisotto Ninetta Leone Carola-Bibiane Schönlieb Alessandro Launaro DRL 60 18 0 14 Mar 2022
Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures Xiaofeng Liu Fangxu Xing Thibault Marin Xiaofeng Liu Jonghye Woo 198 7 0 18 Jan 2022
Disentangling Generative Factors of Physical Fields Using Variational Autoencoders Christian L. Jacobsen Karthik Duraisamy OOD CoGe CML DRL 112 15 0 15 Sep 2021
Maximum Entropy Auto-Encoding P. Baggenstoss 110 0 0 13 Apr 2021
Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley DRL 200 44 0 04 Jan 2021
Deep generative demixing: Recovering Lipschitz signals from noisy subgaussian mixtures Aaron Berk 114 0 0 13 Oct 2020
Exploiting Latent Codes: Interactive Fashion Product Generation, Similar Image Retrieval, and Cross-Category Recommendation using Variational Autoencoders James-Andrew R. Sarmiento DRL 107 5 0 02 Sep 2020