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An Introduction to Variational Autoencoders

6 June 2019

Papers citing "An Introduction to Variational Autoencoders"

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Title
Leaning Time-Varying Instruments for Identifying Causal Effects in Time-Series Data Debo Cheng Ziqi Xu Jiuyong Li Lin Liu T. Le Xudong Guo Shichao Zhang CML 141 0 0 26 Nov 2024
An Information-Theoretic Regularizer for Lossy Neural Image Compression Yanmei Zhang Meng Wang Xihua Sheng Peilin Chen Junru Li Li Zhang Shuaiqiang Wang 492 0 0 23 Nov 2024
Dynamical-VAE-based Hindsight to Learn the Causal Dynamics of Factored-POMDPs Chao Han Debabrota Basu M. Mangan Eleni Vasilaki Aditya Gilra 104 0 0 12 Nov 2024
Reconstruction of neuromorphic dynamics from a single scalar time series using variational autoencoder and neural network map P. V. Kuptsov N. Stankevich 70 0 0 11 Nov 2024
DanceFusion: A Spatio-Temporal Skeleton Diffusion Transformer for Audio-Driven Dance Motion Reconstruction Li Zhao Zhengmin Lu VGen 69 0 0 07 Nov 2024
Textual Decomposition Then Sub-motion-space Scattering for Open-Vocabulary Motion Generation Ke Fan Jing Zhang Ran Yi Jingyu Gong Yabiao Wang Yating Wang Xin Tan Chengjie Wang Lizhuang Ma 87 3 0 06 Nov 2024
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision Agriculture Andrew Heschl Mauricio Murillo Keyhan Najafian F. Maleki DiffM 56 2 0 05 Nov 2024
Building the Self-Improvement Loop: Error Detection and Correction in Goal-Oriented Semantic Communications Peizheng Li Xinyi Lin Adnan Aijaz 51 0 0 03 Nov 2024
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions Rui Yang Jie Wang Guoping Wu Yangqiu Song AAML OffRL 140 3 0 01 Nov 2024
Adaptive Residual Transformation for Enhanced Feature-Based OOD Detection in SAR Imagery Kyung-Hwan Lee Kyung-Tae Kim 77 0 0 01 Nov 2024
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy Panagiota Gatoula Dimitrios E. Diamantis Anastasios Koulaouzidis Cristina Carretero Stefania Chetcuti-Zammit ... John Plevris Alexander Robertson Bruno Rosa Ervin Toth D. Iakovidis MedIm 113 0 0 31 Oct 2024
Generating Realistic Tabular Data with Large Language Models Dang Nguyen Sunil Gupta Kien Do Thin Nguyen Svetha Venkatesh LMTD SyDa 74 1 0 29 Oct 2024
Disentangling Genotype and Environment Specific Latent Features for Improved Trait Prediction using a Compositional Autoencoder Anirudha Powadi Talukder Zaki Jubery Michael C. Tross James C. Schnable Baskar Ganapathysubramanian CML CoGe 56 1 0 25 Oct 2024
A Survey of Deep Graph Learning under Distribution Shifts: from Graph Out-of-Distribution Generalization to Adaptation Kexin Zhang Shuhan Liu Song Wang Weili Shi Chen Chen Pan Li Sheng Li Jundong Li Kaize Ding OOD 160 5 0 25 Oct 2024
Variational autoencoders stabilise TCN performance when classifying weakly labelled bioacoustics data Laia Garrobé Fonollosa Douglas Gillespie L. Stanković V. Stanković Luke Rendell 49 0 0 22 Oct 2024
A roadmap for generative mapping: unlocking the power of generative AI for map-making Sidi Wu Katharina Henggeler Yizi Chen L. Hurni 31 1 0 21 Oct 2024
Data Augmentation via Diffusion Model to Enhance AI Fairness Christina Hastings Blow Lijun Qian Camille Gibson Pamela Obiomon Xishuang Dong DiffM 58 2 0 20 Oct 2024
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms Subramanyam Sahoo Kamlesh Dutta 101 2 0 19 Oct 2024
HYPNOS : Highly Precise Foreground-focused Diffusion Finetuning for Inanimate Objects Oliverio Theophilus Nathanael Jonathan Samuel Lumentut Nicholas Hans Muliawan Edbert Valencio Angky Felix Indra Kurniadi Alfi Yusrotis Zakiyyah Jeklin Harefa DiffM 49 1 0 18 Oct 2024
Generative Deep Learning and Signal Processing for Data Augmentation of Cardiac Auscultation Signals: Improving Model Robustness Using Synthetic Audio Leigh Abbott Milan Marocchi Matthew Fynn Yue Rong Sven Nordholm MedIm 66 0 0 14 Oct 2024
Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations Julius Aka Johannes Brunnemann Jörg Eiden Arne Speerforck Lars Mikelsons 100 0 0 14 Oct 2024
CVAM-Pose: Conditional Variational Autoencoder for Multi-Object Monocular Pose Estimation Jianyu Zhao Wei Quan Bogdan J. Matuszewski 46 0 0 11 Oct 2024
Heterogeneous Graph Auto-Encoder for CreditCard Fraud Detection Moirangthem Tiken Singh Rabinder Kumar Prasad Gurumayum Robert Michael N K Kaphungkui N. Hemarjit Singh 74 1 0 10 Oct 2024
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion Onkar Susladkar Jishu Sen Gupta Chirag Sehgal Sparsh Mittal Rekha Singhal DiffM VGen 105 0 0 10 Oct 2024
Conditional Variational Autoencoders for Probabilistic Pose Regression Fereidoon Zangeneh Leonard Bruns A. Dekel Alessandro Pieropan Patric Jensfelt DRL 118 1 0 07 Oct 2024
Bridging SFT and DPO for Diffusion Model Alignment with Self-Sampling Preference Optimization Daoan Zhang Guangchen Lan Dong-Jun Han Wenlin Yao Xiaoman Pan ... Mingxiao Li Pengcheng Chen Yu Dong Christopher G. Brinton Jiebo Luo EGVM 108 6 0 07 Oct 2024
A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security Qianru Zhang Peng Yang Junliang Yu Haixin Wang Xingwei He Siu-Ming Yiu Hongzhi Yin 145 3 0 03 Oct 2024
Deep Generative Modeling for Identification of Noisy, Non-Stationary Dynamical Systems Doris Voina Steven Brunton J. Nathan Kutz DiffM 79 2 0 02 Oct 2024
Entropy, concentration, and learning: a statistical mechanics primer Akshay Balsubramani AI4CE 61 1 0 27 Sep 2024
Embed and Emulate: Contrastive representations for simulation-based inference Ruoxi Jiang Peter Y. Lu Rebecca Willett 63 1 0 27 Sep 2024
Preserving logical and functional dependencies in synthetic tabular data Chaithra Umesh Kristian Schultz Manjunath Mahendra Saparshi Bej Olaf Wolkenhauer 76 0 0 26 Sep 2024
Data-driven Probabilistic Trajectory Learning with High Temporal Resolution in Terminal Airspace Jun Xiang Jun Chen 38 1 0 25 Sep 2024
ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation MohammadReza EskandariNasab S. M. Hamdi S. F. Boubrahimi GAN AI4TS 57 1 0 21 Sep 2024
SplitVAEs: Decentralized scenario generation from siloed data for stochastic optimization problems H M Mohaimanul Islam Huynh Q. N. Vo P. Ramanan 84 0 0 18 Sep 2024
MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion Kalakonda Sai Shashank Shubh Maheshwari Ravi Kiran Sarvadevabhatla VGen DiffM 105 3 0 18 Sep 2024
DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model Zhenhao Jiang Jicong Fan FaML 58 1 0 18 Sep 2024
Image-to-Image Translation Based on Deep Generative Modeling for Radiotherapy Synthetic Dataset Creation Olga Glazunova Cecile J. A. Wolfs Frank Verhaegen MedIm 50 0 0 17 Sep 2024
Latent mixed-effect models for high-dimensional longitudinal data Priscilla Ong Manuel Haußmann Otto Lönnroth Harri Lähdesmäki 54 0 0 17 Sep 2024
MAISI: Medical AI for Synthetic Imaging Pengfei Guo Can Zhao Dong Yang Ziyue Xu Vishwesh Nath ... Benjamin D. Simon Mason J Belue Stephanie Harmon Baris Turkbey Daguang Xu DiffM MedIm 79 25 0 13 Sep 2024
Text-Guided Mixup Towards Long-Tailed Image Categorization Richard Franklin Jiawei Yao Deyang Zhong Qi Qian Juhua Hu VLM 70 0 0 05 Sep 2024
Abstracted Gaussian Prototypes for One-Shot Concept Learning Chelsea Zou Kenneth J. Kurtz VLM 72 0 0 30 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail Mustansar Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 276 5 0 30 Aug 2024
Variance reduction of diffusion model's gradients with Taylor approximation-based control variate Paul Jeha Will Grathwohl Michael Riis Andersen Carl Henrik Ek J. Frellsen DiffM 106 1 0 22 Aug 2024
HYDEN: Hyperbolic Density Representations for Medical Images and Reports Zhi Qiao Linbin Han Xiantong Zhen Jia-Hong Gao Zhen Qian 72 0 0 19 Aug 2024
Moonshine: Distilling Game Content Generators into Steerable Generative Models Yuhe Nie Michael Middleton Tim Merino Nidhushan Kanagaraja Ashutosh Kumar Zhan Zhuang Julian Togelius 91 0 0 18 Aug 2024
Controlling for discrete unmeasured confounding in nonlinear causal models Patrick Burauel Frederick Eberhardt Michel Besserve CML 47 0 0 10 Aug 2024
Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection Zifeng Li Wen-Jun Tang Shijun Gao Shuai Wang Yanxiang Wang CVBM 111 2 0 03 Aug 2024
Invariant Discovery of Features Across Multiple Length Scales: Applications in Microscopy and Autonomous Materials Characterization Aditya Raghavan Utkarsh Pratiush Mani Valleti R. Liu Reece Emery Hiroshi Funakubo Yongtao Liu Philip D. Rack Sergei V. Kalinin 52 0 0 01 Aug 2024
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling Pu Ren R. Nakata Maxime Lacour Ilan Naiman Nori Nakata ... Osman Asif Malik Dmitriy Morozov Omri Azencot N. Benjamin Erichson Michael W. Mahoney AI4CE 72 9 0 21 Jul 2024
A deep latent variable model for semi-supervised multi-unit soft sensing in industrial processes B. Grimstad Kristian Lovland Lars Imsland V. Gunnerud 93 1 0 18 Jul 2024