v1v2v3 (latest)

Decision-Making with Auto-Encoding Variational Bayes

17 February 2020

Romain Lopez

Pierre Boyeau

Nir Yosef

Michael I. Jordan

Jeffrey Regier

BDL

ArXiv (abs)PDF HTML

Papers citing "Decision-Making with Auto-Encoding Variational Bayes"

50 / 3,731 papers shown

Title
AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions Michael A. Alcorn 44 0 0 21 Jan 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making Shujian Yu Hongming Li Sigurd Løkse Robert Jenssen José C. Príncipe BDL 108 6 0 21 Jan 2023
Generative Slate Recommendation with Reinforcement Learning Romain Deffayet Thibaut Thonet Jean-Michel Render Maarten de Rijke 88 24 0 20 Jan 2023
Data Augmentation for Modeling Human Personality: The Dexter Machine Yair Neuman Vladyslav Kozhukhov Dan Vilenchik SyDa 61 4 0 20 Jan 2023
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs Fabian Falck Christopher Williams D. Danks George Deligiannidis C. Yau Chris Holmes Arnaud Doucet M. Willetts 93 9 0 19 Jan 2023
RGB-D-Based Categorical Object Pose and Shape Estimation: Methods, Datasets, and Evaluation Leonard Bruns Patric Jensfelt 82 9 0 19 Jan 2023
Federated Automatic Differentiation Keith Rush Zachary B. Charles Zachary Garrett FedML 89 1 0 18 Jan 2023
Dataset Distillation: A Comprehensive Review Ruonan Yu Songhua Liu Xinchao Wang DD 158 130 0 17 Jan 2023
Causal Recurrent Variational Autoencoder for Medical Time Series Generation Hongming Li Shujian Yu José C. Príncipe CML BDL MedIm 74 52 0 16 Jan 2023
Msanii: High Fidelity Music Synthesis on a Shoestring Budget Kinyugo Maina 77 6 0 16 Jan 2023
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations Jianrong Zhang Yangsong Zhang Xiaodong Cun Shaoli Huang Yong Zhang Hongwei Zhao Hongtao Lu Xiaodong Shen 134 358 0 15 Jan 2023
Rationalizing Predictions by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 59 6 0 15 Jan 2023
Laser: Latent Set Representations for 3D Generative Modeling Pol Moreno Adam R. Kosiorek Heiko Strathmann Daniel Zoran Rosália G. Schneider Bjorn Winckler L. Markeeva T. Weber Danilo Jimenez Rezende BDL 3DV DRL 103 4 0 13 Jan 2023
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs Yinghao Xu Yujun Shen Jiapeng Zhu Ceyuan Yang Bolei Zhou 74 2 0 12 Jan 2023
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues Ruijun Chen Jin Wang Liang-Chih Yu Xuejie Zhang 66 23 0 12 Jan 2023
Predictive World Models from Real-World Partial Observations Robin Karlsson Alexander Carballo Keisuke Fujii Kento Ohtani K. Takeda 91 5 0 12 Jan 2023
Large Scale Qualitative Evaluation of Generative Image Model Outputs Yannick Assogba Adam Pearce Madison Elliott EGVM 60 7 0 11 Jan 2023
Heterogeneous Tri-stream Clustering Network Xiao-Xue Deng Dong Huang Chang-Dong Wang 46 9 0 11 Jan 2023
Mastering Diverse Domains through World Models Danijar Hafner J. Pašukonis Jimmy Ba Timothy Lillicrap 92 616 0 10 Jan 2023
Manifold Restricted Interventional Shapley Values Muhammad Faaiz Taufiq Patrick Blobaum Lenon Minorics FAtt 128 8 0 10 Jan 2023
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model Dan Bigioi Shubhajit Basak Michał Stypułkowski Maciej Ziȩba H. Jordan R. Mcdonnell Peter Corcoran DiffM VGen 104 36 0 10 Jan 2023
AI-Based Affective Music Generation Systems: A Review of Methods, and Challenges Adyasha Dash Kathleen Agres MGen 64 22 0 10 Jan 2023
Differentiable Simulations for Enhanced Sampling of Rare Events Martin Sípka Johannes C. B. Dietschreit Lukáš Grajciar Rafael Gómez-Bombarelli 127 11 0 09 Jan 2023
A domain-decomposed VAE method for Bayesian inverse problems Zhihang Xu Yingzhi Xia Qifeng Liao 53 7 0 09 Jan 2023
Deep Injective Prior for Inverse Scattering AmirEhsan Khorashadizadeh Vahid Khorashadi-Zadeh Sepehr Eskandari Guy A. E. Vandenbosch Ivan Dokmanić 78 7 0 08 Jan 2023
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement Yuante Li Xin-xin Lu Yaqing Wang De-Yu Dou DiffM AI4TS 92 105 0 08 Jan 2023
Language as a Latent Sequence: deep latent variable models for semi-supervised paraphrase generation Jialin Yu Alexandra I. Cristea Anoushka Harit Zhongtian Sun O. Aduragba Lei Shi Noura Al Moubayed VLM BDL DRL 64 3 0 05 Jan 2023
Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging Yusheng Zhou Hao Li Tao Huang Zhengmin Kong Tao Huang Euijoon Ah Zhihan Lv Jinman Kim David Dagan Feng MedIm 74 1 0 04 Jan 2023
Machine Learning for Large-Scale Optimization in 6G Wireless Networks Yandong Shi Lixiang Lian Yuanming Shi Zixin Wang Yong Zhou Liqun Fu Lin Bai Jun Zhang Wei Zhang AI4CE 142 82 0 03 Jan 2023
Contextual Conservative Q-Learning for Offline Reinforcement Learning Ke Jiang Jiayu Yao Xiaoyang Tan OffRL 37 0 0 03 Jan 2023
Class-Continuous Conditional Generative Neural Radiance Field Jiwook Kim Minhyeok Lee 86 4 0 03 Jan 2023
OF-AE: Oblique Forest AutoEncoders C. Alecsa 73 0 0 02 Jan 2023
SIRL: Similarity-based Implicit Representation Learning Andreea Bobu Yi Liu Rohin Shah Daniel S. Brown Anca Dragan SSL DRL 112 19 0 02 Jan 2023
An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects Thanh Vinh Vo Arnab Bhattacharyya Young Lee Tze-Yun Leong FedML 59 22 0 01 Jan 2023
Improving Visual Representation Learning through Perceptual Understanding Samyakh Tukra Frederick Hoffman Ken Chatfield 83 5 0 30 Dec 2022
Normalizing flow neural networks by JKO scheme Chen Xu Xiuyuan Cheng Yao Xie 102 30 0 29 Dec 2022
Long-horizon video prediction using a dynamic latent hierarchy Alexey Zakharov Qinghai Guo Zafeirios Fountas 77 4 0 29 Dec 2022
OrthoGAN:High-Precision Image Generation for Teeth Orthodontic Visualization Feihong Shen Jingjing Liu Hai-Zhen Li B. Fang Chenglong Ma Jinxiang Hao Yang Feng Youyi Zheng Youyi Zheng MedIm DiffM 213 1 0 29 Dec 2022
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models Jiale Xu Xintao Wang Weihao Cheng Yan-Pei Cao Ying Shan Xiaohu Qie Shenghua Gao 255 165 0 28 Dec 2022
Exploring Vision Transformers as Diffusion Learners He Cao Jianan Wang Tianhe Ren Xianbiao Qi Yihao Chen Yuan Yao Lefei Zhang 83 10 0 28 Dec 2022
End-to-End Modeling Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow based Reconciliation Shiyu Wang Fan Zhou Yinbo Sun Lintao Ma James Y. Zhang Yang Zheng BDL AI4TS 80 8 0 28 Dec 2022
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods Aleksandr Shevchenko Kevin Kögler Hamed Hassani Marco Mondelli DRL MLT 58 2 0 27 Dec 2022
Exploring Transformer Backbones for Image Diffusion Models Princy Chahal 42 3 0 27 Dec 2022
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models Zijian Zhang Zhou Zhao Zhijie Lin DiffM 138 56 0 26 Dec 2022
Out-of-Distribution Detection with Reconstruction Error and Typicality-based Penalty Genki Osada Tsubasa Takahashi Budrul Ahsan Takashi Nishide OODD 90 14 0 24 Dec 2022
A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference Emile van Krieken Thiviyan Thanapalasingam Jakub M. Tomczak F. V. Harmelen A. T. Teije 95 40 0 23 Dec 2022
Do DALL-E and Flamingo Understand Each Other? Hang Li Jindong Gu Rajat Koner Sahand Sharifzadeh Volker Tresp MLLM 75 12 0 23 Dec 2022
Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation Xiaoyu Zhang Xin Xin Dongdong Li Wenxuan Liu Pengjie Ren Zhumin Chen Jun Ma Zhaochun Ren 110 37 0 22 Dec 2022
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 244 92 0 22 Dec 2022
Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation S. Tsang Maxwell T. West S. Erfani Muhammad Usman GAN 62 36 0 22 Dec 2022