Auto-Encoding Variational Bayes

20 December 2013

Papers citing "Auto-Encoding Variational Bayes"

50 / 3,045 papers shown

Title
Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference Arnaud Descours Tom Huix Arnaud Guillin Manon Michel Eric Moulines Boris Nectoux BDL 32 1 0 10 Jul 2023
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data Hieu Le Jián Tao AI4CE 29 2 0 09 Jul 2023
Graph Contrastive Topic Model Zheheng Luo Lei Liu Qianqian Xie Sophia Ananiadou 21 2 0 05 Jul 2023
Euclidean Equivariant Models for Generative Graphical Inverse Kinematics Oliver Limoyo Filip Marić Matthew Giamou Petra Alexson Ivan Petrović Jonathan Kelly 18 2 0 04 Jul 2023
Learning Discrete Weights and Activations Using the Local Reparameterization Trick G. Berger Aviv Navon Ethan Fetaya MQ 22 0 0 04 Jul 2023
Active Sensing with Predictive Coding and Uncertainty Minimization A. Sharafeldin N. Imam Hannah Choi 20 3 0 02 Jul 2023
Joint Dense-Point Representation for Contour-Aware Graph Segmentation Kit M. Bransby Greg Slabaugh Christos Bourantas Qianni Zhang ISeg 16 4 0 21 Jun 2023
Learning Latent Dynamics via Invariant Decomposition and (Spatio-)Temporal Transformers Kai Lagemann C. Lagemann Swarnava Mukherjee 44 2 0 21 Jun 2023
Towards a robust and reliable deep learning approach for detection of compact binary mergers in gravitational wave data S. Jadhav Mihir Shrivastava S. Mitra OOD 21 9 0 20 Jun 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 45 88 0 20 Jun 2023
Masked Diffusion Models Are Fast Distribution Learners Jiachen Lei Qinglong Wang Pengyu Cheng Zhongjie Ba Zhan Qin Peng Kuang Zhenguang Liu Kui Ren DiffM 29 2 0 20 Jun 2023
Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models Zeyu Zhou Ruqi Bai Sean Kulinski Murat Kocaoglu David I. Inouye CML 24 1 0 20 Jun 2023
Forest Parameter Prediction by Multiobjective Deep Learning of Regression Models Trained with Pseudo-Target Imputation Sara Björk S. N. Anfinsen Michael C. Kampffmeyer E. Næsset T. Gobakken Lennart Noordermeer 18 1 0 19 Jun 2023
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback Shenghuan Sun Gregory M. Goldgof A. Butte Ahmed Alaa MedIm 24 12 0 16 Jun 2023
Improving Path Planning Performance through Multimodal Generative Models with Local Critics Jorge Ocampo Jimenez Wael Suleiman 27 3 0 15 Jun 2023
Partial Identifiability for Domain Adaptation Lingjing Kong Shaoan Xie Weiran Yao Yujia Zheng Guan-Hong Chen P. Stojanov Victor Akinwande Kun Zhang 51 8 0 10 Jun 2023
Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning Shuxin Zheng Jiyan He Chang-Shu Liu Yu Shi Ziheng Lu ... Peiran Jin Chi Chen Frank Noé Haiguang Liu Tie-Yan Liu AI4CE 27 41 0 08 Jun 2023
Learning to Navigate in Turbulent Flows with Aerial Robot Swarms: A Cooperative Deep Reinforcement Learning Approach Diego Patiño Siddharth Mayya J. Calderon Kostas Daniilidis David Saldaña 22 3 0 07 Jun 2023
Manga Rescreening with Interpretable Screentone Representation M. Xie Chengze Li T. Wong 23 0 0 07 Jun 2023
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage Yu Gui Cong Ma Yiqiao Zhong 25 7 0 06 Jun 2023
Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models Alexander Lin Bahareh Tolooshams Yves Atchadé Demba E. Ba 36 1 0 05 Jun 2023
Quantification of Uncertainties in Deep Learning-based Environment Perception Marco Braun Moritz Luszek Jan Siegemund Kevin Kollek A. Kummert UQCV EDL 12 4 0 05 Jun 2023
Coupled Variational Autoencoder Xiaoran Hao Patrick Shafto BDL DRL 29 4 0 05 Jun 2023
VideoComposer: Compositional Video Synthesis with Motion Controllability Xiang Wang Hangjie Yuan Shiwei Zhang Dayou Chen Jiuniu Wang Yingya Zhang Yujun Shen Deli Zhao Jingren Zhou VGen DiffM 33 318 0 03 Jun 2023
Lifting Architectural Constraints of Injective Flows Peter Sorrenson Felix Dräxler Armand Rousselot Sander Hummerich Leandro Zimmerman Ullrich Kothe TPM AI4CE 28 8 0 02 Jun 2023
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization Hyeon-Seob Kim Minsu Kim Sungsoo Ahn Jinkyoo Park OffRL 39 7 0 02 Jun 2023
Neural Markov Jump Processes Patrick Seifner Ramses J. Sanchez BDL 35 7 0 31 May 2023
Learning Representations without Compositional Assumptions Tennison Liu Jeroen Berrevoets Zhaozhi Qian M. Schaar OCL SSL 38 1 0 31 May 2023
Context-Preserving Two-Stage Video Domain Translation for Portrait Stylization Doyeon Kim Eunji Ko Hyunsung Kim Yunji Kim Junho Kim Dong Min Junmo Kim Sung Ju Hwang DiffM VGen 41 1 0 30 May 2023
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders Dingsu Wang Yuchen Yan Ruizhong Qiu Yada Zhu Kaiyu Guan A. Margenot Hanghang Tong AI4TS 43 27 0 29 May 2023
On Counterfactual Data Augmentation Under Confounding Abbavaram Gowtham Reddy Saketh Bachu Saloni Dash Charchit Sharma Amit Sharma V. Balasubramanian CML BDL 33 0 0 29 May 2023
NeurOCS: Neural NOCS Supervision for Monocular 3D Object Localization Zhixiang Min Bingbing Zhuang S. Schulter Buyu Liu Enrique Dunn Manmohan Chandraker 3DPC 55 19 0 28 May 2023
A Synergistic Framework Leveraging Autoencoders and Generative Adversarial Networks for the Synthesis of Computational Fluid Dynamics Results in Aerofoil Aerodynamics Tanishk Nandal Vaibhav Fulara R. Singh AI4CE 15 2 0 28 May 2023
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models Bo-wen Li Alexandar J. Thomson Matthew M. Engelhard David Page David Page BDL AI4CE 24 0 0 27 May 2023
Differentiable Random Partition Models Thomas M. Sutter Alain Ryser Joram Liebeskind Julia E. Vogt 42 3 0 26 May 2023
Automatic Tuning of Loss Trade-offs without Hyper-parameter Search in End-to-End Zero-Shot Speech Synthesis Seong-Hyun Park Bohyung Kim Tae-Hyun Oh 42 1 0 26 May 2023
A Score-Based Model for Learning Neural Wavefunctions Xuan Zhang Shenglong Xu Shuiwang Ji DiffM 31 1 0 25 May 2023
Bi-fidelity Variational Auto-encoder for Uncertainty Quantification Nuojin Cheng Osman Asif Malik Subhayan De Stephen Becker Alireza Doostan 29 9 0 25 May 2023
Pair-Variational Autoencoders (PairVAE) for Linking and Cross-Reconstruction of Characterization Data from Complementary Structural Characterization Techniques Shizhao Lu A. Jayaraman 28 9 0 25 May 2023
IDEA: Invariant Defense for Graph Adversarial Robustness Shuchang Tao Qi Cao Huawei Shen Yunfan Wu Bingbing Xu Xueqi Cheng AAML OOD 38 7 0 25 May 2023
Pre-training Multi-party Dialogue Models with Latent Discourse Inference Yiyang Li Xinting Huang Wei Bi Hai Zhao 30 5 0 24 May 2023
Topic-Guided Self-Introduction Generation for Social Media Users Chunpu Xu Jing Li Pijian Li Min Yang 36 0 0 24 May 2023
On the Generalization of Diffusion Model Mingyang Yi Jiacheng Sun Zhenguo Li 30 18 0 24 May 2023
Robust Model-Based Optimization for Challenging Fitness Landscapes Saba Ghaffari Ehsan Saleh A. Schwing Yu-xiong Wang Martin D. Burke Saurabh Sinha 27 1 0 23 May 2023
Policy Representation via Diffusion Probability Model for Reinforcement Learning Long Yang Zhixiong Huang Fenghao Lei Yucun Zhong Yiming Yang Cong Fang Shiting Wen Binbin Zhou Zhouchen Lin DiffM 28 40 0 22 May 2023
The defender's perspective on automatic speaker verification: An overview Haibin Wu Jiawen Kang Lingwei Meng Helen Meng Hung-yi Lee AAML 24 14 0 22 May 2023
Technical outlier detection via convolutional variational autoencoder for the ADMANI breast mammogram dataset Hui Li C. Peña-Solórzano Susan Wei Davis J. McCarthy 31 0 0 20 May 2023
Improving Multimodal Joint Variational Autoencoders through Normalizing Flows and Correlation Analysis Agathe Senellart Clément Chadebec S. Allassonnière DRL 32 1 0 19 May 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 28 1 0 19 May 2023
Information-Ordered Bottlenecks for Adaptive Semantic Compression Matthew Ho Xiao-Fen Zhao Benjamin Dan Wandelt 18 5 0 18 May 2023