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Decision-Making with Auto-Encoding Variational Bayes

17 February 2020

Romain Lopez

Pierre Boyeau

Nir Yosef

Michael I. Jordan

Jeffrey Regier

BDL

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Papers citing "Decision-Making with Auto-Encoding Variational Bayes"

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Title
Language Model Pre-Training with Sparse Latent Typing Liliang Ren Zixuan Zhang H. Wang Clare R. Voss Chengxiang Zhai Heng Ji 92 3 0 23 Oct 2022
A Visual Tour Of Current Challenges In Multimodal Language Models Shashank Sonkar Naiming Liu Richard G. Baraniuk DiffM 37 2 0 22 Oct 2022
Deep Learning in Single-Cell Analysis Dylan Molho Jiayuan Ding Zhaoheng Li Haifang Wen Wenzhuo Tang ... P. Danaher Robert Yang Y. Lei Yuying Xie Jiliang Tang 79 23 0 22 Oct 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks A. S. Bansal Yoonjin Lee Kyle Hilburn I. Ebert‐Uphoff AI4TS 82 2 0 22 Oct 2022
Learning a Grammar Inducer from Massive Uncurated Instructional Videos Songyang Zhang Linfeng Song Lifeng Jin Haitao Mi Kun Xu Dong Yu Jiebo Luo 93 5 0 22 Oct 2022
Boomerang: Local sampling on image manifolds using diffusion models Lorenzo Luzi P. Mayer Josue Casco-Rodriguez Ali Siahkoohi Richard G. Baraniuk DiffM 98 20 0 21 Oct 2022
Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection Rebeca Vétil Clément Abi-Nader Alexandre Bône M. Vullierme Marc-Michel Rohé Pietro Gori Isabelle Bloch 42 2 0 21 Oct 2022
Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data Kazuto Nakashima Y. Iwashita Ryo Kurazume GAN 3DPC 52 17 0 21 Oct 2022
Learning Robust Dynamics through Variational Sparse Gating A. Jain Shivakanth Sujit S. Joshi Vincent Michalski Danijar Hafner Samira Ebrahimi Kahou 63 9 0 21 Oct 2022
Twin Contrastive Learning for Online Clustering Yunfan Li Mouxing Yang Dezhong Peng Taihao Li Jian-Tao Huang Xiaocui Peng 64 111 0 21 Oct 2022
Learning and Retrieval from Prior Data for Skill-based Imitation Learning Soroush Nasiriany Tian Gao Ajay Mandlekar Yuke Zhu SSL 117 50 0 20 Oct 2022
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise Haotian Ye James Zou Linjun Zhang OOD 76 23 0 20 Oct 2022
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery Joshua C. Chang Carson C. Chow Julia Porcino 75 1 0 20 Oct 2022
A Pareto-optimal compositional energy-based model for sampling and optimization of protein sequences Natavsa Tagasovska Nathan C. Frey Andreas Loukas I. Hotzel J. Lafrance-Vanasse ... A. Rajpal Richard Bonneau Kyunghyun Cho Stephen Ra Vladimir Gligorijević 88 11 0 19 Oct 2022
Self-Supervised Representation Learning for CAD Benjamin T. Jones Michael Hu Vladimir G. Kim Adriana Schulz SSL AI4CE 69 19 0 19 Oct 2022
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting Thomas Lucas Fabien Baradel Philippe Weinzaepfel Grégory Rogez 100 75 0 19 Oct 2022
Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection Lorenzo Perini Paul-Christian Buerkner Arto Klami 65 16 0 19 Oct 2022
Accurate Bundle Matching and Generation via Multitask Learning with Partially Shared Parameters Hyunsik Jeon Jun-Gi Jang Taehun Kim U. Kang 101 7 0 19 Oct 2022
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning Abdus Salam Azad Izzeddin Gur Jasper Emhoff Nathaniel Alexis Aleksandra Faust Pieter Abbeel Ion Stoica SSL 74 13 0 19 Oct 2022
HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes Zan Wang Yixin Chen Tengyu Liu Yixin Zhu Wei Liang Siyuan Huang 80 114 0 18 Oct 2022
Deep Data Augmentation for Weed Recognition Enhancement: A Diffusion Probabilistic Model and Transfer Learning Based Approach Dong Chen Xinda Qi Yu Zheng Yuzhen Lu Zhao Li DiffM 55 15 0 18 Oct 2022
Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization Jim Beckers Bart Van Erp Ziyue Zhao K. Kondrashov Bert De Vries AAML 62 6 0 17 Oct 2022
Meta-Learning via Classifier(-free) Diffusion Guidance Elvis Nava Seijin Kobayashi Yifei Yin Robert K. Katzschmann Benjamin Grewe VLM 71 6 0 17 Oct 2022
Automatic Differentiation of Programs with Discrete Randomness Gaurav Arya Moritz Schauer Frank Schafer Chris Rackauckas 80 37 0 16 Oct 2022
Character-Centric Story Visualization via Visual Planning and Token Alignment Hong Chen Rujun Han Te-Lin Wu Hideki Nakayama Nanyun Peng DiffM VGen 88 32 0 16 Oct 2022
CLEAR: Generative Counterfactual Explanations on Graphs Jing Ma Ruocheng Guo Saumitra Mishra Aidong Zhang Jundong Li CML OOD 98 54 0 16 Oct 2022
G-PECNet: Towards a Generalizable Pedestrian Trajectory Prediction System Aryan Garg Renu M. Rameshan 51 0 0 15 Oct 2022
Asymmetric Student-Teacher Networks for Industrial Anomaly Detection Marco Rudolph Tom Wehrbein Bodo Rosenhahn Bastian Wandt 125 140 0 14 Oct 2022
Model-Based Imitation Learning for Urban Driving Anthony Hu Gianluca Corrado Nicolas Griffiths Zak Murez Corina Gurau Hudson Yeo Alex Kendall R. Cipolla Jamie Shotton 179 142 0 14 Oct 2022
Learning image representations for anomaly detection: application to discovery of histological alterations in drug development I. Zingman B. Stierstorfer C. Lempp Fabian Heinemann OOD MedIm 63 12 0 14 Oct 2022
Is synthetic data from generative models ready for image recognition? Ruifei He Shuyang Sun Xin Yu Chuhui Xue Wenqing Zhang Philip Torr Song Bai Xiaojuan Qi 114 302 0 14 Oct 2022
Hierarchical Diffusion Models for Singing Voice Neural Vocoder Naoya Takahashi Mayank Kumar Singh Yuki Mitsufuji DiffM 55 16 0 14 Oct 2022
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM Axel Levy Gordon Wetzstein Julien N. P. Martel Frédéric Poitevin Ellen D. Zhong 70 38 0 13 Oct 2022
Fast Estimation of Bayesian State Space Models Using Amortized Simulation-Based Inference R. Khabibullin S. Seleznev 52 1 0 13 Oct 2022
Variational Graph Generator for Multi-View Graph Clustering Jianpeng Chen Yawen Ling Jie Xu Yazhou Ren Shudong Huang X. Pu Zhifeng Hao Philip S. Yu Lifang He 64 7 0 13 Oct 2022
Policy Gradient With Serial Markov Chain Reasoning Edoardo Cetin Oya Celiktutan BDL LRM 46 2 0 13 Oct 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 78 76 0 13 Oct 2022
Language Models are Realistic Tabular Data Generators V. Borisov Kathrin Seßler Tobias Leemann Martin Pawelczyk Gjergji Kasneci LMTD 117 253 0 12 Oct 2022
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics Kamélia Daudel Joe Benton Yuyang Shi Arnaud Doucet DRL 60 11 0 12 Oct 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 154 506 0 12 Oct 2022
Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction Dong Wei Huaijiang Sun Bin Li Jianfeng Lu Weiqing Li Xiaoning Sun Sheng-liang Hu DiffM VGen 63 38 0 12 Oct 2022
Auto-Encoding Goodness of Fit A. Palmer Zhiyi Chi Derek Aguiar J. Bi 112 1 0 12 Oct 2022
Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoder Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann 69 4 0 12 Oct 2022
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data M. Kurmanji Peter Triantafillou OOD AAML 81 18 0 11 Oct 2022
MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model Yatai Ji Junjie Wang Yuan Gong Lin Zhang Yan Zhu Hongfa Wang Jiaxing Zhang Tetsuya Sakai Yujiu Yang MLLM 80 33 0 11 Oct 2022
Semi-supervised detection of structural damage using Variational Autoencoder and a One-Class Support Vector Machine A. Pollastro Giusiana Testa A. Bilotta R. Prevete DRL 65 12 0 11 Oct 2022
Neurosymbolic Motion and Task Planning for Linear Temporal Logic Tasks Xiaowu Sun Yasser Shoukry 89 11 0 11 Oct 2022
Multi-step Planning for Automated Hyperparameter Optimization with OptFormer Lucio Dery A. Friesen Nando de Freitas MarcÁurelio Ranzato Yutian Chen 74 1 0 10 Oct 2022
LMQFormer: A Laplace-Prior-Guided Mask Query Transformer for Lightweight Snow Removal Junhong Lin Nanfeng Jiang Zhentao Zhang Weiling Chen Tiesong Zhao 61 19 0 10 Oct 2022
CLIP-Diffusion-LM: Apply Diffusion Model on Image Captioning Shi-You Xu VLM DiffM 87 14 0 10 Oct 2022