Auto-Encoding Variational Bayes

20 December 2013

Papers citing "Auto-Encoding Variational Bayes"

50 / 3,045 papers shown

Title
Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review Davide Carbone 38 1 0 19 Jun 2024
An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease Giorgio Dolci F. Cruciani M. A. Rahaman A. Abrol Jiayu Chen Z. Fu I. Galazzo Gloria Menegaz Vince D. Calhoun 15 1 0 19 Jun 2024
MusicScore: A Dataset for Music Score Modeling and Generation Yuheng Lin Zheqi Dai Qiuqiang Kong VLM 37 2 0 17 Jun 2024
FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching Chaeyoung Jung Suyeon Lee Ji-Hoon Kim Joon Son Chung DiffM 47 4 0 13 Jun 2024
Diff-A-Riff: Musical Accompaniment Co-creation via Latent Diffusion Models J. Nistal Marco Pasini Cyran Aouameur M. Grachten Stefan Lattner DiffM 53 16 0 12 Jun 2024
GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection Hang Yao Ming-Yu Liu Haolin Wang Zhicun Yin Zifei Yan Xiaopeng Hong W. Zuo 45 15 0 11 Jun 2024
Varying Manifolds in Diffusion: From Time-varying Geometries to Visual Saliency Junhao Chen Manyi Li Zherong Pan Xifeng Gao Changhe Tu DiffM 43 2 0 07 Jun 2024
DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data Qihao Liu Yi Zhang Song Bai Adam Kortylewski Alan Yuille 42 9 0 06 Jun 2024
MegActor: Harness the Power of Raw Video for Vivid Portrait Animation Shurong Yang Huadong Li Juhao Wu Minhao Jing Linze Li Renhe Ji Jiajun Liang Haoqiang Fan DiffM VGen 35 14 0 31 May 2024
Representation Debiasing of Generated Data Involving Domain Experts Aditya Bhattacharya Simone Stumpf K. Verbert 42 2 0 17 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 46 37 0 09 May 2024
ReflectanceFusion: Diffusion-based text to SVBRDF Generation Bowen Xue G. C. Guarnera Shuang Zhao Zahra Montazeri 25 2 0 25 Apr 2024
Effective Unsupervised Constrained Text Generation based on Perturbed Masking Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 28 1 0 24 Apr 2024
DreamPBR: Text-driven Generation of High-resolution SVBRDF with Multi-modal Guidance Linxuan Xin Zheng Zhang Jinfu Wei Ge Li Duan Gao 41 0 0 23 Apr 2024
VADA: a Data-Driven Simulator for Nanopore Sequencing Jonas Niederle Simon Koop Marc Pagès-Gallego Vlado Menkovski 17 0 0 12 Apr 2024
Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network Mikolaj Czerkawski C. Ilioudis C. Clemente C. Michie I. Andonovic Christos Tachtatzis 14 6 0 12 Apr 2024
Preventing Model Collapse in Gaussian Process Latent Variable Models Ying Li Zhidi Lin Feng Yin Michael Minyi Zhang VLM 35 1 0 02 Apr 2024
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness Jaeill Kim Wonseok Lee Moonjung Eo Wonjong Rhee CLL 49 0 0 22 Mar 2024
Adaptive LPD Radar Waveform Design with Generative Deep Learning Matthew R. Ziemann Christopher A. Metzler 30 0 0 18 Mar 2024
Animate Your Motion: Turning Still Images into Dynamic Videos Mingxiao Li Bo Wan Marie-Francine Moens Tinne Tuytelaars VGen DiffM 35 4 0 15 Mar 2024
Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical Perspective Yu Cai Hao Chen Kwang-Ting Cheng MedIm 21 9 0 14 Mar 2024
Improving Variational Autoencoder Estimation from Incomplete Data with Mixture Variational Families Vaidotas Šimkus Michael U. Gutmann 43 2 0 05 Mar 2024
A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation Hanxi Li Zhengxun Zhang Hao Chen Lin Wu Bo Li Deyin Liu Mingwen Wang 50 2 0 29 Feb 2024
Disentangling representations of retinal images with generative models Sarah Muller Lisa M. Koch Hendrik P. A. Lensch Philipp Berens MedIm 32 3 0 29 Feb 2024
An Interpretable Evaluation of Entropy-based Novelty of Generative Models Jingwei Zhang Cheuk Ting Li Farzan Farnia EGVM 40 6 0 27 Feb 2024
A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data Saptarshi Chakraborty Peter L. Bartlett 44 1 0 24 Feb 2024
A Framework for Variational Inference of Lightweight Bayesian Neural Networks with Heteroscedastic Uncertainties D. Schodt Ryan Brown Michael Merritt Samuel Park Delsin Menolascino M. Peot BDL UQCV UD 32 1 0 22 Feb 2024
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction Jiahe Chen Jinkun Cao Dahua Lin Kris Kitani Jiangmiao Pang 44 5 0 19 Feb 2024
Human Video Translation via Query Warping Haiming Zhu Yangyang Xu Shengfeng He DiffM 49 0 0 19 Feb 2024
Self-evolving Autoencoder Embedded Q-Network Ieee J. Senthilnath Senior Member Zhen Bangjian Zhou Wei Ng Deeksha Aggarwal Rajdeep Dutta Ji Wei Yoon Phyu Aung Keyu Wu Ieee Li Fellow Xiaoli Li 64 1 0 18 Feb 2024
Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems Da Long Zhitong Xu Qiwei Yuan Yin Yang Shandian Zhe AI4CE 75 5 0 18 Feb 2024
Toward Learning Latent-Variable Representations of Microstructures by Optimizing in Spatial Statistics Space Sayed Sajad Hashemi Michael Guerzhoy Noah H. Paulson 9 1 0 16 Feb 2024
Towards Financially Inclusive Credit Products Through Financial Time Series Clustering Tristan Bester Benjamin Rosman AI4TS 14 1 0 16 Feb 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang Xinye Chen Yong Hu Daniel Novak 31 0 0 15 Feb 2024
Tighter Bounds on the Information Bottleneck with Application to Deep Learning Nir Weingarten Z. Yakhini Moshe Butman Ran Gilad-Bachrach AAML 30 1 0 12 Feb 2024
Sequential Flow Straightening for Generative Modeling Jongmin Yoon Juho Lee 31 0 0 09 Feb 2024
SPAD : Spatially Aware Multiview Diffusers Yash Kant Ziyi Wu Michael Vasilkovsky Guocheng Qian Jian Ren R. A. Guler Guohao Li Sergey Tulyakov Igor Gilitschenski Aliaksandr Siarohin DiffM 24 35 0 07 Feb 2024
Improved off-policy training of diffusion samplers Marcin Sendera Minsu Kim Sarthak Mittal Pablo Lemos Luca Scimeca Jarrid Rector-Brooks Alexandre Adam Yoshua Bengio Nikolay Malkin OffRL 68 17 0 07 Feb 2024
Towards Biologically Plausible and Private Gene Expression Data Generation Dingfan Chen Marie Oestreich Tejumade Afonja Raouf Kerkouche Matthias Becker Mario Fritz SyDa 32 3 0 07 Feb 2024
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation Pablo Lemos Sammy N. Sharief Nikolay Malkin Laurence Perreault Levasseur Y. Hezaveh Laurence Perreault-Levasseur Yashar Hezaveh 29 3 0 06 Feb 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Jiliang Tang Qingsong Wen 53 22 0 02 Feb 2024
Self-Supervised Detection of Perfect and Partial Input-Dependent Symmetries Alonso Urbano David W. Romero 35 2 0 19 Dec 2023
Rich Human Feedback for Text-to-Image Generation Youwei Liang Junfeng He Gang Li Peizhao Li Arseniy Klimovskiy ... Yiwen Luo Yang Li Kai Kohlhoff Deepak Ramachandran Vidhya Navalpakkam EGVM 29 68 0 15 Dec 2023
Revisiting Topic-Guided Language Models Carolina Zheng Keyon Vafa David M. Blei BDL 35 1 0 04 Dec 2023
DiffiT: Diffusion Vision Transformers for Image Generation Ali Hatamizadeh Jiaming Song Guilin Liu Jan Kautz Arash Vahdat 39 67 0 04 Dec 2023
Streaming Bayesian Modeling for predicting Fat-Tailed Customer Lifetime Value Alexey V. Calabourdin Konstantin A. Aksenov 20 0 0 01 Dec 2023
Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines Hamed Damirchi Cristian Rodriguez-Opazo Ehsan Abbasnejad Damien Teney Javen Qinfeng Shi Stephen Gould Anton Van Den Hengel VLM 47 0 0 29 Nov 2023
Learning Multimodal Latent Dynamics for Human-Robot Interaction V. Prasad Lea Heitlinger Dorothea Koert R. Stock-Homburg Jan Peters Georgia Chalvatzaki 48 3 0 27 Nov 2023
OccWorld: Learning a 3D Occupancy World Model for Autonomous Driving Wenzhao Zheng Weiliang Chen Yuanhui Huang Borui Zhang Yueqi Duan Jiwen Lu VGen 52 69 0 27 Nov 2023
Regularization by Texts for Latent Diffusion Inverse Solvers Jeongsol Kim Geon Yeong Park Hyungjin Chung Jong Chul Ye AI4CE 38 15 0 27 Nov 2023