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An Introduction to Variational Autoencoders

6 June 2019

Papers citing "An Introduction to Variational Autoencoders"

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Title
DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration Jiamei Xiong Xuefeng Yan Yongzhen Wang Wei Zhao Xiao-Ping Zhang Mingqiang Wei DiffM 68 1 0 07 Apr 2025
SpectR: Dynamically Composing LM Experts with Spectral Routing William Fleshman Benjamin Van Durme MoMe MoE 114 2 0 04 Apr 2025
Explainable and Interpretable Forecasts on Non-Smooth Multivariate Time Series for Responsible Gameplay Hussain Jagirdar Rukma Talwadker Aditya Pareek Pulkit Agrawal Tridib Mukherjee AI4TS 197 2 0 03 Apr 2025
shapr: Explaining Machine Learning Models with Conditional Shapley Values in R and Python Martin Jullum Lars Henry Berge Olsen Jon Lachmann Annabelle Redelmeier TDI FAtt 180 3 0 02 Apr 2025
indiSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy Ashesh Ashesh Florian Jug 83 1 0 29 Mar 2025
An Advanced Ensemble Deep Learning Framework for Stock Price Prediction Using VAE, Transformer, and LSTM Model Anindya Sarkar G. Vadivu 3DV AI4TS 58 0 0 28 Mar 2025
Probabilistic Functional Neural Networks Haixu Wang Jiguo Cao AI4TS 73 0 0 27 Mar 2025
Representation Improvement in Latent Space for Search-Based Testing of Autonomous Robotic Systems D. Humeniuk Foutse Khomh 110 0 0 26 Mar 2025
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead Viktor Schlegel Anil A Bharath Zilong Zhao Kevin Yee 109 0 0 26 Mar 2025
Data-driven Seasonal Climate Predictions via Variational Inference and Transformers Lluís Palma Alejandro Peraza David Civantos Amanda Duarte Stefano Materia Ángel G. Muñoz Jesús Peña Laia Romero Albert Soret Markus G. Donat AI4TS 118 0 0 26 Mar 2025
Centroid Decision Forest Amjad Ali Zardad Khan Saeed Aldahmani 64 0 0 25 Mar 2025
Anchor-based oversampling for imbalanced tabular data via contrastive and adversarial learning Hadi Mohammadi Ehsan Nazerfard Mostafa Haghir Chehreghani 50 0 0 24 Mar 2025
EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation Qiang Qu Ming Li Xiaoming Chen Tongliang Liu DiffM VGen 131 1 0 24 Mar 2025
Interpretable Feature Interaction via Statistical Self-supervised Learning on Tabular Data Xiaochen Zhang Haoyi Xiong 66 0 0 23 Mar 2025
Distributed Learning over Arbitrary Topology: Linear Speed-Up with Polynomial Transient Time Runze You Shi Pu 56 1 0 20 Mar 2025
Fuzzy Rule-based Differentiable Representation Learning Wei Zhang Zhaohong Deng Guanjin Wang K. Choi 71 0 0 16 Mar 2025
Context-aware Multimodal AI Reveals Hidden Pathways in Five Centuries of Art Evolution Jin Kim B. Lee Taekho You Jinhyuk Yun 62 1 0 15 Mar 2025
Massively Parallel Expectation Maximization For Approximate Posteriors Thomas Heap Sam Bowyer Laurence Aitchison 69 0 0 11 Mar 2025
Interpretable Transformation and Analysis of Timelines through Learning via Surprisability O. Mokryn Teddy Lazebnik Hagit Ben-Shoshan AI4TS 98 0 0 06 Mar 2025
Data-driven identification of nonlinear dynamical systems with LSTM autoencoders and Normalizing Flows Abdolvahhab Rostamijavanani Shanwu Li Yongchao Yang AI4CE 60 0 0 05 Mar 2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions Zhong Li Qi Huang Lincen Yang Jiayang Shi Zhao Yang Niki van Stein Thomas Bäck M. Leeuwen DiffM 118 0 0 24 Feb 2025
Analytics Modelling over Multiple Datasets using Vector Embeddings Andreas Loizou Dimitrios Tsoumakos 162 0 0 24 Feb 2025
$Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$-Constrained Optimization$ Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$ -Constrained Optimization Xiaohua Feng Chao-Jun Chen Yuyuan Li Lulu Zhang Longfei Li Jun Zhou Xiaolin Zheng MU 169 0 0 20 Feb 2025
Ensemble Kalman filter in latent space using a variational autoencoder pair I. Pasmans Yumeng Chen Tobias S. Finn Marc Bocquet A. Carrassi 118 1 0 18 Feb 2025
Machine learning for modelling unstructured grid data in computational physics: a review Sibo Cheng Marc Bocquet Weiping Ding Tobias S. Finn Rui Fu ... Yong Zeng Mingrui Zhang Hao Zhou Kewei Zhu Rossella Arcucci PINN AI4CE 163 3 0 13 Feb 2025
EEG Artifact Detection and Correction with Deep Autoencoders David Aquilué-Llorens Aureli Soria-Frisch 115 0 0 12 Feb 2025
Mesh2SSM++: A Probabilistic Framework for Unsupervised Learning of Statistical Shape Model of Anatomies from Surface Meshes Krithika S. Iyer Mokshagna Sai Teja Karanam Shireen Y. Elhabian 185 0 0 11 Feb 2025
Generative Risk Minimization for Out-of-Distribution Generalization on Graphs Song Wang Zhen Tan Yaochen Zhu Chuxu Zhang Wenlin Yao OOD 201 0 0 11 Feb 2025
Amortized In-Context Bayesian Posterior Estimation Sarthak Mittal Niels Leif Bracher Guillaume Lajoie P. Jaini Marcus A. Brubaker 114 2 0 10 Feb 2025
Survey on Recent Progress of AI for Chemistry: Methods, Applications, and Opportunities Ding Hu Pengxiang Hua Zhen Huang 259 0 0 09 Feb 2025
Diverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp Classification Vanshali Sharma Debesh Jha M. Bhuyan P. Das Ulas Bagci MedIm 96 2 0 08 Feb 2025
The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation Martin Mundt Anaelia Ovalle Felix Friedrich A Pranav Subarnaduti Paul Manuel Brack Kristian Kersting William Agnew 731 0 0 05 Feb 2025
Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning Haque Ishfaq Guangyuan Wang Sami Nur Islam Doina Precup 128 4 0 29 Jan 2025
Data-Free Model-Related Attacks: Unleashing the Potential of Generative AI Dayong Ye Tianqing Zhu Shang Wang B. Liu Lefei Zhang Wanlei Zhou Yanmei Zhang AAML SILM 112 0 0 28 Jan 2025
Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking Zhang Liu Dusit Niyato Jiacheng Wang Geng Sun Lianfen Huang Zhibin Gao Xiang Wang 87 0 0 28 Jan 2025
Data Duplication: A Novel Multi-Purpose Attack Paradigm in Machine Unlearning Dayong Ye Tainqing Zhu Junlong Li Kun Gao B. Liu Lefei Zhang Wanlei Zhou Yanmei Zhang AAML MU 174 1 0 28 Jan 2025
CGI: Identifying Conditional Generative Models with Example Images Zhi Zhou Hao-Zhe Tan Peng-Xiao Song Lan-Zhe Guo DiffM 103 0 0 23 Jan 2025
Ultralow-dimensionality reduction for identifying critical transitions by spatial-temporal PCA Pei Chen Yaofang Suo Rui Liu Luonan Chen 135 0 0 22 Jan 2025
KAE: Kolmogorov-Arnold Auto-Encoder for Representation Learning Fangchen Yu Ruilizhen Hu Yidong Lin Yuqi Ma Zhenghao Huang Wenye Li 114 0 0 03 Jan 2025
Variational autoencoders with latent high-dimensional steady geometric flows for dynamics Andrew Gracyk DRL 183 1 0 03 Jan 2025
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts Helia Hashemi J. Eisner Corby Rosset Benjamin Van Durme Chris Kedzie 145 6 0 03 Jan 2025
"Efficient Complexity": a Constrained Optimization Approach to the Evolution of Natural Intelligence Serge Dolgikh 100 0 0 31 Dec 2024
Integrating Random Effects in Variational Autoencoders for Dimensionality Reduction of Correlated Data Giora Simchoni Saharon Rosset 120 0 0 22 Dec 2024
Predicting the Reliability of an Image Classifier under Image Distortion D. Nguyen Sunil Gupta Kien Do Svetha Venkatesh VLM 112 0 0 22 Dec 2024
Dataset Augmentation by Mixing Visual Concepts Abdullah Al Rahat Hemanth Venkateswara DiffM 116 0 0 19 Dec 2024
Level-Set Parameters: Novel Representation for 3D Shape Analysis Huan Lei Hongdong Li Andreas Geiger Anthony Dick 137 0 0 18 Dec 2024
Diffusion Model from Scratch Wang Zhen Dong Yunyun DiffM 106 0 0 14 Dec 2024
Deep evolving semi-supervised anomaly detection Jack Belham Aryan Bhosale Samrat Mukherjee Biplab Banerjee Fabio Cuzzolin 113 0 0 01 Dec 2024
Generative AI Literacy: Twelve Defining Competencies Ravinithesh Annapureddy Alessandro Fornaroli Daniel Gatica-Perez 181 28 0 29 Nov 2024
Foundation Models in Radiology: What, How, When, Why and Why Not Magdalini Paschali Zhihong Chen Louis Blankemeier Maya Varma Alaa Youssef Christian Bluethgen C. Langlotz S. Gatidis Akshay S. Chaudhari LM&MA MedIm AI4CE 175 9 0 27 Nov 2024