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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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Title
Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation Jiyao Wang Nicha Dvornek Lawrence H. Staib James S. Duncan MedIm 53 2 0 29 Aug 2023
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 263 38 0 29 Aug 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 198 13 0 28 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 266 31 0 27 Aug 2023
A Bayesian Non-parametric Approach to Generative Models: Integrating Variational Autoencoder and Generative Adversarial Networks using Wasserstein and Maximum Mean Discrepancy Forough Fazeli Asl M. Zhang GAN 54 2 0 27 Aug 2023
Differentiable Weight Masks for Domain Transfer Samarth Khanna Skanda Vaidyanath Akash Velu 66 1 0 26 Aug 2023
Out-of-distribution detection using normalizing flows on the data manifold S. Razavi M. Mehmanchi Reshad Hosseini Mostafa Tavassolipour OODD 131 0 0 26 Aug 2023
Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE Chenghui Zhou Barnabás Póczós 66 2 0 24 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Min Zhang Björn W. Schuller LM&MA AuLLM 188 39 0 24 Aug 2023
Disentanglement Learning via Topology Nikita Balabin Daria Voronkova I. Trofimov Evgeny Burnaev S. Barannikov DRL 152 3 0 24 Aug 2023
Boosting Diffusion Models with an Adaptive Momentum Sampler Xiyu Wang Anh-Dung Dinh Daochang Liu Chang Xu 90 5 0 23 Aug 2023
Backdooring Textual Inversion for Concept Censorship Yutong Wu Jiehan Zhang Florian Kerschbaum Tianwei Zhang DiffM 91 7 0 21 Aug 2023
Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models Preben Ness D. Marijan Sunanda Bose CML 59 0 0 21 Aug 2023
Semi-Implicit Variational Inference via Score Matching Longlin Yu Chuxu Zhang 75 17 0 19 Aug 2023
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction Kelvin J.L. Koa Yunshan Ma Ritchie Ng Tat-Seng Chua DiffM 55 25 0 18 Aug 2023
CTP:A Causal Interpretable Model for Non-Communicable Disease Progression Prediction Zhoujian Sun Wenzhuo Zhang Zhengxing Huang Nai Ding Cheng Luo CML 91 2 0 18 Aug 2023
Fast Inference and Update of Probabilistic Density Estimation on Trajectory Prediction Takahiro Maeda Norimichi Ukita 95 30 0 17 Aug 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 119 1 0 15 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks David Junhao Zhang Mutian Xu Chuhui Xue Wenqing Zhang Xiaoguang Han Song Bai Mike Zheng Shou DiffM 131 6 0 13 Aug 2023
Hawkes Processes with Delayed Granger Causality Chao Yang Hengyuan Miao Shuang Li 86 0 0 11 Aug 2023
Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories M. Pérez-Carrasco Guillermo Cabrera-Vives Lorena Hernández-García F. Förster P. Sánchez-Sáez ... N. Astorga F. Bauer A. Bayo Martina Cádiz-Leyton M. Catelán 17 2 0 09 Aug 2023
Evaluating the diversity and utility of materials proposed by generative models Alexander New Michael Pekala Elizabeth A. Pogue Nam Q. Le Janna Domenico C. Piatko Christopher D. Stiles AI4CE 61 1 0 09 Aug 2023
Deep Learning-Based Prediction of Fractional Flow Reserve along the Coronary Artery Nils Hampe S. V. Velzen J. Aben C. Collet Ivana Išgum MedIm 26 1 0 09 Aug 2023
Facial Prior Based First Order Motion Model for Micro-expression Generation Yi Zhang Youjun Zhao Yuhang Wen Zixuan Tang Xinhua Xu Mengyuan Liu VGen 44 10 0 08 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 90 34 0 08 Aug 2023
Synthetic Augmentation with Large-scale Unconditional Pre-training Jiarong Ye Haomiao Ni Peng Jin Sharon X. Huang Yuan Xue MedIm 61 22 0 08 Aug 2023
Kernel Single Proxy Control for Deterministic Confounding Liyuan Xu Arthur Gretton CML 76 3 0 08 Aug 2023
Amortized Global Search for Efficient Preliminary Trajectory Design with Deep Generative Models Anjian Li Amlan Sinha Ryne T. Beeson 114 6 0 07 Aug 2023
A Review of Change of Variable Formulas for Generative Modeling Ullrich Kothe 72 8 0 04 Aug 2023
Dynamically Scaled Temperature in Self-Supervised Contrastive Learning Siladittya Manna Soumitri Chattopadhyay Rakesh Dey Saumik Bhattacharya Umapada Pal 76 3 0 02 Aug 2023
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces Jiucui Lu Jiaran Zhou Junyu Dong Bin Li Siwei Lyu Yuezun Li CVBM 100 2 0 02 Aug 2023
The Bayesian Context Trees State Space Model for time series modelling and forecasting I. Papageorgiou Ioannis Kontoyiannis AI4TS 67 2 0 02 Aug 2023
Learning to Model the World with Language Jessy Lin Yuqing Du Olivia Watkins Danijar Hafner Pieter Abbeel Dan Klein Anca Dragan LM&Ro SyDa 121 55 0 31 Jul 2023
Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? Prakash Chandra Chhipa Johan Rodahl Holmgren Kanjar De Rajkumar Saini Marcus Liwicki SSL OOD 87 6 0 31 Jul 2023
Statistically Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution Elen Vardanyan Sona Hunanyan T. Galstyan A. Minasyan A. Dalalyan 104 2 0 31 Jul 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Dong Li Yiran Zhong Yuchao Dai DiffM 133 29 0 31 Jul 2023
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 106 7 0 30 Jul 2023
FATRER: Full-Attention Topic Regularizer for Accurate and Robust Conversational Emotion Recognition Yuzhao Mao Di Lu Xiaojie Wang Yang Zhang 69 2 0 23 Jul 2023
On the Fisher-Rao Gradient of the Evidence Lower Bound Nihat Ay Jesse van Oostrum 15 1 0 20 Jul 2023
Human Motion Generation: A Survey Wentao Zhu Xiaoxuan Ma Dongwoo Ro Hai Ci Jinlu Zhang Jiaxin Shi Feng Gao Qi Tian Yizhou Wang VGen 150 60 0 20 Jul 2023
Goal-Conditioned Reinforcement Learning with Disentanglement-based Reachability Planning Zhifeng Qian Mingyu You Hongjun Zhou Xuanhui Xu Bin He 62 3 0 20 Jul 2023
Pluvio: Assembly Clone Search for Out-of-domain Architectures and Libraries through Transfer Learning and Conditional Variational Information Bottleneck Zhiwei Fu Steven H. H. Ding Furkan Alaca Benjamin C. M. Fung P. Charland 38 1 0 20 Jul 2023
Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis Lingting Zhu Zeyue Xue Zhenchao Jin Xian Liu Jingzhen He Ziwei Liu Lequan Yu DiffM MedIm 70 35 0 19 Jul 2023
Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors Anastasia Natsiou Luca Longo Seán O'Leary 99 0 0 18 Jul 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond Yang Zhao Tingbo Hou Yu-Chuan Su Xuhui Jia. Yandong Li Matthias Grundmann DiffM 60 18 0 18 Jul 2023
Diffusion Models Beat GANs on Image Classification Soumik Mukhopadhyay M. Gwilliam Vatsal Agarwal Namitha Padmanabhan A. Swaminathan Srinidhi Hegde Dinesh Manocha Abhinav Shrivastava DiffM 163 48 1 17 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 120 75 0 17 Jul 2023
Identity-Preserving Aging of Face Images via Latent Diffusion Models Sudipta Banerjee Govind Mittal Ameya Joshi Chinmay Hegde Nasir Memon DiffM 99 9 0 17 Jul 2023
Deep Generative Models for Physiological Signals: A Systematic Literature Review Nour Neifar Afef Mdhaffar A. Ben-Hamadou M. Jmaiel MedIm 104 5 0 12 Jul 2023
Effective Latent Differential Equation Models via Attention and Multiple Shooting German Abrevaya Mahta Ramezanian-Panahi Jean-Christophe Gagnon-Audet Pablo Polosecki Irina Rish S. Dawson Guillermo Cecchi G. Dumas MedIm 52 1 0 11 Jul 2023