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Decision-Making with Auto-Encoding Variational Bayes

17 February 2020

Romain Lopez

Pierre Boyeau

Nir Yosef

Michael I. Jordan

Jeffrey Regier

BDL

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

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On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates Stefano Bruno Ying Zhang Dong-Young Lim Ömer Deniz Akyildiz Sotirios Sabanis DiffM 110 5 0 22 Nov 2023
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI Nicolás Gaggion Benjamin A. Matheson Yan Xia Rodrigo Bonazzola Nishant Ravikumar Zeike A. Taylor Diego H. Milone Alejandro F. Frangi Enzo Ferrante 141 4 0 22 Nov 2023
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection Nan Zhong Yiran Xu Sheng Li Zhenxing Qian Xinpeng Zhang 124 34 0 21 Nov 2023
Text-Guided Texturing by Synchronized Multi-View Diffusion Yuxin Liu M. Xie Hanyuan Liu Tien-Tsin Wong DiffM 130 59 0 21 Nov 2023
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model Chunming He Chengyu Fang Yulun Zhang Chenyu You Kai Li Longxiang Tang Fengyang Xiao Xiu Li Z. Guo 146 32 0 20 Nov 2023
vEEGNet: learning latent representations to reconstruct EEG raw data via variational autoencoders Alberto Zancanaro Giulia Cisotto I. Zoppis Sara Manzoni DRL 48 5 0 16 Nov 2023
Spatial Bayesian Neural Networks A. Zammit‐Mangion Michael D. Kaminski Ba-Hien Tran Maurizio Filippone Noel Cressie BDL 46 9 0 16 Nov 2023
Simplifying Complex Observation Models in Continuous POMDP Planning with Probabilistic Guarantees and Practice Idan Lev-Yehudi Moran Barenboim Vadim Indelman 142 6 0 13 Nov 2023
Controllability-Constrained Deep Network Models for Enhanced Control of Dynamical Systems Suruchi Sharma Volodymyr Makarenko Gautam Kumar Stas Tiomkin AI4CE 30 0 0 11 Nov 2023
Machine-learning optimized measurements of chaotic dynamical systems via the information bottleneck Kieran A. Murphy Danielle Bassett 84 5 0 08 Nov 2023
Basis restricted elastic shape analysis on the space of unregistered surfaces Emmanuel Hartman E. Pierson Martin Bauer Mohamed Daoudi N. Charon 49 5 0 07 Nov 2023
Emulators in JINSP Lei Zhao Miaomiao Zhang Zhe Lv 35 0 0 07 Nov 2023
LLM4Drive: A Survey of Large Language Models for Autonomous Driving Zhenjie Yang Xiaosong Jia Hongyang Li Junchi Yan ELM 142 120 0 02 Nov 2023
De-Diffusion Makes Text a Strong Cross-Modal Interface Chen Wei Chenxi Liu Siyuan Qiao Zhishuai Zhang Alan Yuille Jiahui Yu VLM DiffM 103 11 0 01 Nov 2023
Rethinking Variational Inference for Probabilistic Programs with Stochastic Support Tim Reichelt C. Ong Tom Rainforth 63 2 0 01 Nov 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 68 0 0 01 Nov 2023
Reconstructing Human Pose from Inertial Measurements: A Generative Model-based Compressive Sensing Approach Nguyen Quang Hieu D. Hoang Diep N. Nguyen Mohammad Abu Alsheikh 3DH 41 3 0 31 Oct 2023
Understanding and Visualizing Droplet Distributions in Simulations of Shallow Clouds Justus C. Will A. M. Jenney Kara D. Lamb Michael S. Pritchard Colleen Kaul Po-Lun Ma Kyle Pressel Jacob Shpund M. Lier-Walqui Stephan Mandt 24 0 0 31 Oct 2023
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses E. Sizikova Niloufar Saharkhiz D. Sharma Miguel Lago B. Sahiner Jana G. Delfino Aldo Badano 57 6 0 27 Oct 2023
A Wireless AI-Generated Content (AIGC) Provisioning Framework Empowered by Semantic Communication Runze Cheng Yao Sun Dusit Niyato Lan Zhang Lei Zhang Muhammad Ali Imran 81 12 0 26 Oct 2023
Learning to Abstract with Nonparametric Variational Information Bottleneck Melika Behjati Fabio Fehr James Henderson SSL 60 3 0 26 Oct 2023
Generating by Understanding: Neural Visual Generation with Logical Symbol Groundings Yifei Peng Yu Jin Yu Jin Zhexu Luo Wang-Zhou Dai Zhong Ren Kun Zhou Kun Zhou GAN NAI 64 0 0 26 Oct 2023
netFound: Foundation Model for Network Security Satyandra Guthula Navya Battula Roman Beltiukov Wenbo Guo Arpit Gupta Inder Monga 141 19 0 25 Oct 2023
From Pointwise to Powerhouse: Initialising Neural Networks with Generative Models Christian Harder Moritz Fuchs Yuri Tolkach Anirban Mukhopadhyay 65 0 0 25 Oct 2023
Dolfin: Diffusion Layout Transformers without Autoencoder Yilin Wang Zeyuan Chen Liangjun Zhong Zheng Ding Zhizhou Sha Zhuowen Tu 114 17 0 25 Oct 2023
Wasserstein Gradient Flow over Variational Parameter Space for Variational Inference Dai Hai Nguyen Tetsuya Sakurai Hiroshi Mamitsuka 139 2 0 25 Oct 2023
On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts Yixin Wu Ning Yu Michael Backes Yun Shen Yang Zhang DiffM 153 8 0 25 Oct 2023
Posterior Estimation for Dynamic PET imaging using Conditional Variational Inference Xiaofeng Liu Thibault Marin Tiss Amal Jonghye Woo Xiaofeng Liu Georges El Fakhri 13 0 0 24 Oct 2023
Privacy Protection in MRI Scans Using 3D Masked Autoencoders Lennart Alexander Van der Goten Kevin Smith MedIm 35 0 0 24 Oct 2023
FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering Md Rafi Ur Rashid Vishnu Asutosh Dasu Kang Gu Najrin Sultana Shagufta Mehnaz AAML FedML 176 12 0 24 Oct 2023
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation Y. Huang Wanqing Xie Mingzhen Li Mingmei Cheng Jinzhou Wu Weixiao Wang Jane You Xiaofeng Liu FedML 79 3 0 23 Oct 2023
MAS: Multi-view Ancestral Sampling for 3D motion generation using 2D diffusion Roy Kapon Guy Tevet Daniel Cohen-Or Amit H. Bermano DiffM 102 21 0 23 Oct 2023
MFCC-GAN Codec: A New AI-based Audio Coding Mohammad Reza Hasanabadi 40 0 0 22 Oct 2023
Continual Invariant Risk Minimization Francesco Alesiani Shujian Yu Mathias Niepert OOD 82 1 0 21 Oct 2023
Gradual Domain Adaptation: Theory and Algorithms Yifei He Haoxiang Wang Bo Li Han Zhao CLL 138 6 0 20 Oct 2023
AVTENet: Audio-Visual Transformer-based Ensemble Network Exploiting Multiple Experts for Video Deepfake Detection Ammarah Hashmi Sahibzada Adil Shahzad Chia-Wen Lin Yu Tsao Hsin-Min Wang ViT 121 6 0 19 Oct 2023
Audio Editing with Non-Rigid Text Prompts Francesco Paissan Luca Della Libera Zhepei Wang Mirco Ravanelli Paris Smaragdis Cem Subakan DiffM 85 5 0 19 Oct 2023
Closed-Form Diffusion Models Christopher Scarvelis Haitz Sáez de Ocáriz Borde Justin Solomon DiffM 189 12 0 19 Oct 2023
Canonical normalizing flows for manifold learning Kyriakos Flouris E. Konukoglu DRL 121 9 0 19 Oct 2023
On the Distributed Evaluation of Generative Models Zixiao Wang Farzan Farnia Zhenghao Lin Yunheng Shen Bei Yu EGVM FedML 62 2 0 18 Oct 2023
When Rigidity Hurts: Soft Consistency Regularization for Probabilistic Hierarchical Time Series Forecasting Harshavardhan Kamarthi Lingkai Kong Alexander Rodríguez Chao Zhang B. Prakash AI4TS 87 4 0 17 Oct 2023
MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection Chaoyue Ding Shiliang Sun Jing Zhao AI4TS 83 155 0 17 Oct 2023
3D Structure-guided Network for Tooth Alignment in 2D Photograph Yulong Dou Lanzhuju Mei Dinggang Shen Zhiming Cui DiffM 50 1 0 17 Oct 2023
Gaussian processes based data augmentation and expected signature for time series classification Marco Romito Francesco Triggiano AI4TS 123 0 0 16 Oct 2023
MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations Heyuan Yao Zhenhua Song Yuyang Zhou Tenglong Ao Baoquan Chen Libin Liu 135 44 0 16 Oct 2023
Outlier Detection Using Generative Models with Theoretical Performance Guarantees Jirong Yi A. D. Le Tianming Wang Xiaodong Wu Weiyu Xu 114 3 0 16 Oct 2023
LL-VQ-VAE: Learnable Lattice Vector-Quantization For Efficient Representations Ahmed Khalil Robert Piechocki Raúl Santos-Rodríguez 54 2 0 13 Oct 2023
Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling J. Demange-Chryst François Bachoc Jérome Morio Timothé Krauth 56 2 0 13 Oct 2023
Deep Backtracking Counterfactuals for Causally Compliant Explanations Klaus-Rudolf Kladny Julius von Kügelgen Bernhard Schölkopf Michael Muehlebach BDL 106 7 0 11 Oct 2023
AdaMesh: Personalized Facial Expressions and Head Poses for Adaptive Speech-Driven 3D Facial Animation Liyang Chen Weihong Bao Shunwei Lei Boshi Tang Zhiyong Wu Shiyin Kang Haozhi Huang Helen M. Meng 108 1 0 11 Oct 2023