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An Introduction to Variational Autoencoders

6 June 2019

Papers citing "An Introduction to Variational Autoencoders"

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Title
HumanGif: Single-View Human Diffusion with Generative Prior Shoukang Hu Takuya Narihira Kazumi Fukuda Ryosuke Sawata Takashi Shibuya Yuki Mitsufuji 205 2 0 01 Jul 2025
Drivetrain simulation using variational autoencoders Pallavi Sharma Jorge-Humberto Urrea-Quintero Bogdan Bogdan Adrian-Dumitru Ciotec Laura Vasilie Henning Wessels Matteo Skull 459 0 0 01 Jul 2025
A Variational Framework for Improving Naturalness in Generative Spoken Language Models Li-Wei Chen Takuya Higuchi Zakaria Aldeneh Ahmed Hussen Abdelaziz Alexander I. Rudnicky 29 0 0 17 Jun 2025
Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization Ziyu Gong Jim Lim David I. Inouye DiffM 34 0 0 17 Jun 2025
Variational Inference Optimized Using the Curved Geometry of Coupled Free Energy Kenric Nelson Igor Oliveira Amenah Al-Najafi Fode Zhang Hon Keung Tony Ng DRL 41 0 0 10 Jun 2025
Stability of Mean-Field Variational Inference Shunan Sheng Bohan Wu Alberto González-Sanz Marcel Nutz 22 0 0 09 Jun 2025
VIVAT: Virtuous Improving VAE Training through Artifact Mitigation Lev Novitskiy Viacheslav Vasilev Maria Kovaleva V. Arkhipkin Denis Dimitrov VGen 21 0 0 09 Jun 2025
Half-AVAE: Adversarial-Enhanced Factorized and Structured Encoder-Free VAE for Underdetermined Independent Component Analysis Yuan-Hao Wei Yan-Jie Sun 23 0 0 08 Jun 2025
Seeing the Invisible: Machine learning-Based QPI Kernel Extraction via Latent Alignment Yingshuai Ji Haomin Zhuang Matthew Toole James McKenzie Xiaolong Liu Xiangliang Zhang 77 0 0 05 Jun 2025
Astrophotography turbulence mitigation via generative models Joonyeoup Kim Yu Yuan Xingguang Zhang Xijun Wang Stanley H. Chan 64 0 0 03 Jun 2025
Beyond Diagonal Covariance: Flexible Posterior VAEs via Free-Form Injective Flows Peter Sorrenson Lukas Lührs Hans Olischläger Ullrich Kothe 74 0 0 02 Jun 2025
Deformable registration and generative modelling of aortic anatomies by auto-decoders and neural ODEs Riccardo Tenderini Luca Pegolotti Fanwei Kong S. Pagani Francesco Regazzoni Alison L. Marsden S. Deparis MedIm AI4CE 47 0 0 01 Jun 2025
Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis Qi Chen Jierui Zhu Florian Shkurti DiffM 70 1 0 01 Jun 2025
SEED: A Benchmark Dataset for Sequential Facial Attribute Editing with Diffusion Models Yule Zhu Ping Liu Zhedong Zheng Wei Liu 28 0 0 31 May 2025
Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Heli Ben-Hamu Itai Gat Daniel Severo Niklas Nolte Brian Karrer 52 0 0 30 May 2025
FPAN: Mitigating Replication in Diffusion Models through the Fine-Grained Probabilistic Addition of Noise to Token Embeddings Jingqi Xu Chenghao Li Yuke Zhang Peter A. Beerel DiffM 45 0 0 28 May 2025
MRSD: Multi-Resolution Skill Discovery for HRL Agents Shashank Sharma Janina Hoffmann Vinay P. Namboodiri 23 0 0 27 May 2025
Federated Instrumental Variable Analysis via Federated Generalized Method of Moments Geetika Somya Tyagi Bapi Chatterjee FedML 34 0 0 27 May 2025
Unfolding AlphaFold's Bayesian Roots in Probability Kinematics T. Hamelryck K. Mardia AI4CE 21 0 0 26 May 2025
Taming Diffusion for Dataset Distillation with High Representativeness Lin Zhao Yushu Wu Xinru Jiang Jianyang Gu Yanzhi Wang Xiaolin Xu Pu Zhao Xue Lin DD 281 0 0 23 May 2025
Alignment and Safety of Diffusion Models via Reinforcement Learning and Reward Modeling: A Survey Preeti Lamba Kiran Ravish Ankita Kushwaha Pawan Kumar EGVM MedIm 109 0 0 23 May 2025
Graph Attention Neural Network for Botnet Detection: Evaluating Autoencoder, VAE and PCA-Based Dimension Reduction Hassan Wasswa Hussein Abbass Timothy Lynar GNN 94 0 0 23 May 2025
Are GNNs Worth the Effort for IoT Botnet Detection? A Comparative Study of VAE-GNN vs. ViT-MLP and VAE-MLP Approaches Hassan Wasswa Hussein Abbass Timothy Lynar 80 0 0 23 May 2025
Generative Distribution Embeddings Nic Fishman Gokul Gowri Peng Yin Jonathan Gootenberg Omar Abudayyeh SyDa 955 0 0 23 May 2025
Masked Conditioning for Deep Generative Models Phillip Mueller Jannik Wiese Sebastian Mueller Lars Mikelsons DiffM SyDa AI4CE 61 0 0 22 May 2025
Explainable embeddings with Distance Explainer Christiaan Meijer E. G. Patrick Bos 168 0 0 21 May 2025
Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling Badhan Mazumder Ayush Kanyal Lei Wu Vince D. Calhoun Dong Hye Ye 198 2 0 21 May 2025
CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition Bruno Viti Elias Karabelas Martin Holler 176 0 0 20 May 2025
Exploring Causes of Representational Similarity in Machine Learning Models Zeyu Michael Li Hung Anh Vu Damilola Awofisayo Emily Wenger CML 252 0 0 20 May 2025
Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges Yuan Zhang Xinfeng Zhang Xiaoming Qi Xinyu Wu Feng Chen Guanyu Yang Huazhu Fu MedIm LM&MA AI4CE 163 0 0 16 May 2025
An Introduction to Discrete Variational Autoencoders Alan Jeffares Liyuan Liu DRL BDL CML 58 0 0 15 May 2025
MTVCrafter: 4D Motion Tokenization for Open-World Human Image Animation Yanbo Ding Xirui Hu Zhizhi Guo Yansen Wang Yali Wang DiffM VGen 151 0 0 15 May 2025
Total Variation-Based Image Decomposition and Denoising for Microscopy Images Marco Corrias Giada Franceschi Michele Riva Alberto Tampieri Karin Föttinger Ulrike Diebold Thomas Pock Cesare Franchini 95 0 0 13 May 2025
AI and Generative AI Transforming Disaster Management: A Survey of Damage Assessment and Response Techniques Aman Raj Lakshit Arora Sanjay Surendranath Girija Shashank Kapoor Dipen Pradhan Ankit Shetgaonkar 237 0 0 13 May 2025
Good Things Come in Pairs: Paired Autoencoders for Inverse Problems Matthias Chung Bas Peters Michael Solomon 76 0 0 10 May 2025
CLAM: Continuous Latent Action Models for Robot Learning from Unlabeled Demonstrations Anthony Liang Pavel Czempin Matthew Hong Yutai Zhou Erdem Biyik Stephen Tu 152 1 0 08 May 2025
A Survey of Interactive Generative Video Jiwen Yu Yiran Qin Haoxuan Che Quande Liu Xinyu Wang Pengfei Wan Di Zhang Kun Gai Hao Chen Xihui Liu VGen 109 3 0 30 Apr 2025
Enhancing IoT-Botnet Detection using Variational Auto-encoder and Cost-Sensitive Learning: A Deep Learning Approach for Imbalanced Datasets Hassan Wasswa Timothy Lynar Hussein Abbass 111 9 0 26 Apr 2025
Likelihood-Free Variational Autoencoders Chen Xu Qiang Wang Lijun Sun DiffM DRL 209 0 0 24 Apr 2025
Enhancing Variational Autoencoders with Smooth Robust Latent Encoding Hyomin Lee Minseon Kim Sangwon Jang Jongheon Jeong Sung Ju Hwang DiffM AAML 71 2 0 24 Apr 2025
Latent Video Dataset Distillation Ning Li Antai Andy Liu Jingran Zhang Justin Cui DD VGen 146 0 0 23 Apr 2025
Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room Danial Hooshyar Gustav Šír Yeongwook Yang Eve Kikas Raija Hamalainen T. Karkkainen Dragan Gašević Roger Azevedo 118 0 0 22 Apr 2025
Shifts in Doctors' Eye Movements Between Real and AI-Generated Medical Images David Wong Bin Wang Gorkem Durak Marouane Tliba M. A. Kerkouri ... Amir Borhani Hatice Savas Eric Hart Elizabeth A. Krupinski Ulas Bagci OOD MedIm 176 0 0 21 Apr 2025
Impact of Latent Space Dimension on IoT Botnet Detection Performance: VAE-Encoder Versus ViT-Encoder Hassan Wasswa Aziida Nanyonga Timothy Lynar DRL 120 4 0 21 Apr 2025
The Limits of Tractable Marginalization Oliver Broadrick Sanyam Agarwal Guy Van den Broeck Markus Bläser 44 0 0 17 Apr 2025
A Diffusion-Based Framework for Terrain-Aware Remote Sensing Image Reconstruction Zhenyu Yu Mohd Yamani Inda Idris Pei Wang DiffM 140 1 0 16 Apr 2025
Support is All You Need for Certified VAE Training Changming Xu Debangshu Banerjee Deepak Vasisht Gagandeep Singh AAML 70 0 0 16 Apr 2025
VAE-based Feature Disentanglement for Data Augmentation and Compression in Generalized GNSS Interference Classification Lucas Heublein Simon Kocher Tobias Feigl A. Rügamer Christopher Mutschler Felix Ott DRL 84 1 0 14 Apr 2025
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation Tianwei Xiong Jun Hao Liew Zilong Huang Jiashi Feng Xihui Liu 91 1 0 11 Apr 2025
Quantifying Epistemic Uncertainty in Absolute Pose Regression Fereidoon Zangeneh A. Dekel Alessandro Pieropan Patric Jensfelt 57 0 0 09 Apr 2025