v1v2v3 (latest)

Simple and Effective VAE Training with Calibrated Decoders

International Conference on Machine Learning (ICML), 2024

23 June 2020

Papers citing "Simple and Effective VAE Training with Calibrated Decoders"

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Title
Lung-DDPM+: Efficient Thoracic CT Image Synthesis using Diffusion Probabilistic Model Yifan Jiang Ahmad Shariftabrizi Venkata Manem DiffM MedIm 47 0 0 12 Aug 2025
VIVAT: Virtuous Improving VAE Training through Artifact Mitigation Lev Novitskiy Viacheslav Vasilev Maria Kovaleva V. Arkhipkin Denis Dimitrov VGen 56 1 0 09 Jun 2025
Beyond Diagonal Covariance: Flexible Posterior VAEs via Free-Form Injective Flows Peter Sorrenson Lukas Lührs Hans Olischläger Ullrich Kothe 120 0 0 02 Jun 2025
Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis Qi Chen Jierui Zhu Florian Shkurti DiffM 157 2 0 01 Jun 2025
Likelihood-Free Variational Autoencoders Chen Xu Qiang Wang Lijun Sun DiffM DRL 297 0 0 24 Apr 2025
MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space Lixing Xiao Shunlin Lu Huaijin Pi Bin Ji Liang Pan Yueer Zhou Ziyong Feng Xiaowei Zhou Sida Peng Jingbo Wang DiffM VGen 217 13 0 19 Mar 2025
Beta-Sigma VAE: Separating beta and decoder variance in Gaussian variational autoencoder Seunghwan Kim Seungkyu Lee DRL 107 1 0 14 Sep 2024
Causal Effect Estimation using identifiable Variational AutoEncoder with Latent Confounders and Post-Treatment Variables Yang Xie Ziqi Xu Debo Cheng Jiuyong Li Lin Liu Yinghao Zhang Zaiwen Feng CML BDL 85 0 0 13 Aug 2024
Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm Eli Sennesh Hao Wu Tommaso Salvatori 104 3 0 11 Aug 2024
Towards diffusion models for large-scale sea-ice modelling Tobias S. Finn Charlotte Durand A. Farchi Marc Bocquet J. Brajard 156 3 0 26 Jun 2024
Rényi Neural Processes Xuesong Wang He Zhao Edwin V. Bonilla UQCV BDL 230 0 0 25 May 2024
Bridging Language, Vision and Action: Multimodal VAEs in Robotic Manipulation Tasks G. Sejnova M. Vavrecka Karla Stepanova 167 0 0 02 Apr 2024
Learning to Infer Generative Template Programs for Visual Concepts R. K. Jones S. Chaudhuri Daniel E. Ritchie NAI BDL 141 3 0 20 Mar 2024
Deep Generative Domain Adaptation with Temporal Relation Knowledge for Cross-User Activity Recognition Xiaozhou Ye Kevin I-Kai Wang HAI 84 4 0 12 Mar 2024
Topic Modeling as Multi-Objective Contrastive Optimization Thong Nguyen Xiaobao Wu Xinshuai Dong Cong-Duy Nguyen See-Kiong Ng Anh Tuan Luu 170 9 0 12 Feb 2024
Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction Jiacheng Liu Jaideep Srivastava 126 0 0 09 Feb 2024
Modeling Complex Disease Trajectories using Deep Generative Models with Semi-Supervised Latent Processes Cécile Trottet Manuel Schürch Ahmed Allam Imon Barua L. Petelytska Oliver Distler A. Hoffmann-Vold Michael Krauthammer Eustar collaborators 135 2 0 14 Nov 2023
Matching aggregate posteriors in the variational autoencoder Surojit Saha Sarang Joshi Ross T. Whitaker DRL 111 4 0 13 Nov 2023
PoseFix: Correcting 3D Human Poses with Natural Language Ginger Delmas Philippe Weinzaepfel Francesc Moreno-Noguer Grégory Rogez 125 36 0 15 Sep 2023
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings Lukas Klein João B. S. Carvalho Mennatallah El-Assady Paolo Penna J. M. Buhmann Paul F. Jaeger 85 4 0 15 Jun 2023
Unbiased Learning of Deep Generative Models with Structured Discrete Representations H. Bendekgey Gabriel Hope Erik B. Sudderth OCL BDL DRL 112 1 0 14 Jun 2023
Variational Diffusion Auto-encoder: Latent Space Extraction from Pre-trained Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb DiffM 82 2 0 24 Apr 2023
PriorCVAE: scalable MCMC parameter inference with Bayesian deep generative modelling Elizaveta Semenova Prakhar Verma Max Cairney-Leeming Arno Solin Samir Bhatt Seth Flaxman BDL 167 4 0 09 Apr 2023
Adversarially Contrastive Estimation of Conditional Neural Processes Zesheng Ye Jing Du Weitong Chen UQCV 97 1 0 23 Mar 2023
Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve Juhan Bae Michael Ruogu Zhang Michael Ruan Eric Wang S. Hasegawa Jimmy Ba Roger C. Grosse DRL 123 20 0 07 Dec 2022
Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgments Tal Golan Wenxuan Guo Heiko H. Schutt N. Kriegeskorte CVBM 107 5 0 28 Nov 2022
Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders Kiarash Zahirnia Oliver Schulte Parmis Naddaf Ke Li 150 11 0 30 Oct 2022
On the failure of variational score matching for VAE models W. K. Li DRL 102 2 0 24 Oct 2022
PoseScript: Linking 3D Human Poses and Natural Language Ginger Delmas Philippe Weinzaepfel Thomas Lucas Francesc Moreno-Noguer Grégory Rogez 3DH 115 6 0 21 Oct 2022
Gromov-Wasserstein Autoencoders Nao Nakagawa Ren Togo Takahiro Ogawa Miki Haseyama GAN DRL 139 15 0 15 Sep 2022
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 478 311 0 06 Sep 2022
Long-term Causal Effects Estimation via Latent Surrogates Representation Learning Ruichu Cai Weilin Chen Zeqin Yang Shu Wan Chen Zheng Xiaoqing Yang Jiecheng Guo CML BDL 158 12 0 09 Aug 2022
Planning with RL and episodic-memory behavioral priors Shivansh Beohar Andrew Melnik OffRL OnRL 105 10 0 05 Jul 2022
Embrace the Gap: VAEs Perform Independent Mechanism Analysis Patrik Reizinger Luigi Gresele Jack Brady Julius von Kügelgen Dominik Zietlow Bernhard Schölkopf Georg Martius Wieland Brendel M. Besserve DRL 192 25 0 06 Jun 2022
RENs: Relevance Encoding Networks Krithika S. Iyer Riddhish Bhalodia Shireen Y. Elhabian DRL 143 1 0 25 May 2022
Synthesizing Adversarial Visual Scenarios for Model-Based Robotic Control Shubhankar Agarwal Sandeep Chinchali AAML 144 4 0 13 Apr 2022
Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification Chaoyang Wu Wenhang Ge Ancong Wu Xiaobin Chang 129 21 0 29 Mar 2022
Stochastic Video Prediction with Structure and Motion Adil Kaan Akan Sadra Safadoust Fatma Guney VGen 132 10 0 20 Mar 2022
Beta-VAE Reproducibility: Challenges and Extensions M. Fil Munib Mesinovic Matthew Morris J. Wildberger DRL 86 11 0 28 Dec 2021
Disentangled representations: towards interpretation of sex determination from hip bone K. Zou S. Faisan F. Heitz Marie Epain P. Croisille L. Fanton S. Valette 3DH DRL 138 4 0 17 Dec 2021
Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles B. Benson Edward J. E. Brown S. Bonasera Giacomo Acciarini J. A. Pérez-Hernández E. Sutton M. Jah Chris Bridges Meng Jin A. G. Baydin 36 3 0 16 Dec 2021
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation Konpat Preechakul Nattanat Chatthee Suttisak Wizadwongsa Supasorn Suwajanakorn SyDa DiffM 243 485 0 30 Nov 2021
Generating Multivariate Load States Using a Conditional Variational Autoencoder Chenguang Wang Ensieh Sharifnia Zhi Gao Simon Tindemans Peter Palensky 135 28 0 21 Oct 2021
Re-parameterizing VAEs for stability David Dehaene Rémy Brossard DRL 88 9 0 25 Jun 2021
Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning Guy Tennenholtz Shie Mannor OffRL 127 12 0 22 Feb 2021
The ELBO of Variational Autoencoders Converges to a Sum of Three EntropiesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Simon Damm D. Forster Dmytro Velychko Zhenwen Dai Asja Fischer Jörg Lücke DRL 260 6 0 28 Oct 2020
Imitative Planning using Conditional Normalizing Flow Shubhankar Agarwal Harshit S. Sikchi Cole Gulino Eric Wilkinson Shivam Gautam 202 6 0 31 Jul 2020
It's LeVAsa not LevioSA! Latent Encodings for Valence-Arousal Structure Alignment Surabhi S. Nath Vishaal Udandarao Jainendra Shukla 100 5 0 20 Jul 2020
Long-Horizon Visual Planning with Goal-Conditioned Hierarchical PredictorsNeural Information Processing Systems (NeurIPS), 2025 Karl Pertsch Oleh Rybkin F. Ebert Chelsea Finn Dinesh Jayaraman Sergey Levine 155 78 0 23 Jun 2020
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference C. Hurwitz Kai Xu Akash Srivastava A. Buccino Matthias H Hennig DRL 87 17 0 29 May 2019