Gaussian Process Prior Variational Autoencoders

28 October 2018

Papers citing "Gaussian Process Prior Variational Autoencoders"

28 / 28 papers shown

Title
Compression, Regularity, Randomness and Emergent Structure: Rethinking Physical Complexity in the Data-Driven Era Nima Dehghani AI4CE 37 0 0 12 May 2025
Likelihood-Free Variational Autoencoders Chen Xu Qiang Wang Lijun Sun DiffM DRL 88 0 0 24 Apr 2025
Robust Simulation-Based Inference under Missing Data via Neural Processes Yogesh Verma Ayush Bharti Vikas K. Garg 70 0 0 03 Mar 2025
Boundary-enhanced time series data imputation with long-term dependency diffusion models Chunjing Xiao Xue Jiang Xianghe Du Wei Yang Wei Lu Xinyu Wang Kevin Chetty 57 2 0 11 Jan 2025
Latent Space Energy-based Neural ODEs Sheng Cheng Deqian Kong Jianwen Xie Kookjin Lee Ying Nian Wu Yezhou Yang DiffM 221 1 0 05 Sep 2024
Coupled Variational Autoencoder Xiaoran Hao Patrick Shafto BDL DRL 37 4 0 05 Jun 2023
Variational Inference for Longitudinal Data Using Normalizing Flows Clément Chadebec S. Allassonnière BDL DRL 31 1 0 24 Mar 2023
Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes Ba-Hien Tran Babak Shahbaba Stephan Mandt Maurizio Filippone SyDa BDL UQCV 34 5 0 09 Feb 2023
The Neural Process Family: Survey, Applications and Perspectives Saurav Jha Dong Gong Xuesong Wang Richard Turner L. Yao BDL 85 24 0 01 Sep 2022
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation T. C. Pedroso Javier Del Ser Natalia Díaz Rodríguez 22 5 0 18 Jul 2022
Learning Conditional Variational Autoencoders with Missing Covariates S. Ramchandran Gleb Tikhonov Otto Lönnroth Pekka Tiikkainen Harri Lähdesmäki CML 27 14 0 02 Mar 2022
SAITS: Self-Attention-based Imputation for Time Series Wenjie Du David Cote Yong-Jin Liu AI4TS 28 232 0 17 Feb 2022
DFA-NeRF: Personalized Talking Head Generation via Disentangled Face Attributes Neural Rendering Shunyu Yao Ruizhe Zhong Yichao Yan Guangtao Zhai Xiaokang Yang CVBM 35 90 0 03 Jan 2022
Hamiltonian latent operators for content and motion disentanglement in image sequences Asif Khan Amos Storkey 29 2 0 02 Dec 2021
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation M. Hamghalam Alejandro F. Frangi Baiying Lei Amber L. Simpson 25 23 0 07 Jul 2021
On Incorporating Inductive Biases into VAEs Ning Miao Emile Mathieu N. Siddharth Yee Whye Teh Tom Rainforth CML DRL 32 10 0 25 Jun 2021
Priors in Bayesian Deep Learning: A Review Vincent Fortuin UQCV BDL 38 124 0 14 May 2021
Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling Naoya Takeishi Alexandros Kalousis DRL AI4CE 40 54 0 25 Feb 2021
Novel View Synthesis via Depth-guided Skip Connections Wenshuai Zhao Arno Solin Arno Solin 53 9 0 05 Jan 2021
Scalable Gaussian Process Variational Autoencoders Metod Jazbec Matthew Ashman Vincent Fortuin Michael Pearce Stephan Mandt Gunnar Rätsch DRL BDL 31 25 0 26 Oct 2020
Sparse Gaussian Process Variational Autoencoders Matthew Ashman Jonathan So Will Tebbutt Vincent Fortuin Michael Pearce Richard Turner 34 33 0 20 Oct 2020
Few-shot Learning for Spatial Regression Tomoharu Iwata Yusuke Tanaka 32 11 0 09 Oct 2020
Longitudinal Variational Autoencoder S. Ramchandran Gleb Tikhonov Kalle Kujanpää Miika Koskinen Harri Lähdesmäki DRL CML BDL 32 36 0 17 Jun 2020
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO Pablo Morales-Álvarez Pablo Ruiz S. Coughlin Rafael Molina Aggelos K. Katsaggelos 21 14 0 05 Nov 2019
GP-VAE: Deep Probabilistic Time Series Imputation Vincent Fortuin Dmitry Baranchuk Gunnar Rätsch Stephan Mandt BDL AI4TS 27 244 0 09 Jul 2019
Learning GPLVM with arbitrary kernels using the unscented transformation Daniel Augusto R. M. A. de Souza Diego Mesquita C. L. C. Mattos Joao P. P. Gomes 29 0 0 03 Jul 2019
ODE $^2$ VAE: Deep generative second order ODEs with Bayesian neural networks Çağatay Yıldız Markus Heinonen Harri Lähdesmäki BDL DRL 29 88 0 27 May 2019
Multi-View Stereo by Temporal Nonparametric Fusion Wenshuai Zhao Arno Solin Arno Solin 19 80 0 12 Apr 2019