DRAW: A Recurrent Neural Network For Image Generation

16 February 2015

Karol Gregor

Ivo Danihelka

Alex Graves

Danilo Jimenez Rezende

Papers citing "DRAW: A Recurrent Neural Network For Image Generation"

50 / 377 papers shown

Title
Handwritten Optical Character Recognition (OCR): A Comprehensive Systematic Literature Review (SLR) Jamshed Memon Maira Sami Rizwan Ahmed Khan 33 322 0 01 Jan 2020
Deep Automodulators Ari Heljakka Wenshuai Zhao Arno Solin Arno Solin 36 5 0 21 Dec 2019
Learning Multi-layer Latent Variable Model via Variational Optimization of Short Run MCMC for Approximate Inference Erik Nijkamp Bo Pang Tian Han Linqi Zhou Song-Chun Zhu Ying Nian Wu BDL DRL 19 2 0 04 Dec 2019
Multiple Futures Prediction Yichuan Tang Ruslan Salakhutdinov 39 348 0 04 Nov 2019
On Generalization Bounds of a Family of Recurrent Neural Networks Minshuo Chen Xingguo Li T. Zhao 19 70 0 28 Oct 2019
Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure Ioannis C. Konstantakopoulos Hari Prasanna Das Andrew R. Barkan Shiying He Tanya Veeravalli Huihan Liu Aummul Baneen Manasawala Yu-Wen Lin C. Spanos 27 21 0 16 Oct 2019
High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes David Salinas Michael Bohlke-Schneider Laurent Callot Roberto Medico Jan Gasthaus AI4TS 30 224 0 07 Oct 2019
Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns Jianwen Xie Song-Chun Zhu Ying Nian Wu GAN 29 52 0 26 Sep 2019
Where to Look Next: Unsupervised Active Visual Exploration on 360° Input Soroush Seifi Tinne Tuytelaars 27 10 0 23 Sep 2019
Generating Data using Monte Carlo Dropout Kristian Miok Dong Nguyen Doan D. Zaharie Marko Robnik-Šikonja SyDa 27 13 0 12 Sep 2019
LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series with Multiple Seasonal Patterns Kasun Bandara Christoph Bergmeir Hansika Hewamalage AI4TS 17 138 0 10 Sep 2019
A Data-Efficient Deep Learning Approach for Deployable Multimodal Social Robots Heriberto Cuayáhuitl OffRL 32 17 0 27 Aug 2019
Saccader: Improving Accuracy of Hard Attention Models for Vision Gamaleldin F. Elsayed Simon Kornblith Quoc V. Le VLM 29 72 0 20 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 34 205 0 16 Aug 2019
Multimodal Unified Attention Networks for Vision-and-Language Interactions Zhou Yu Yuhao Cui Jun Yu Dacheng Tao Q. Tian 27 38 0 12 Aug 2019
RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs Rohan Chandra Uttaran Bhattacharya Christian Roncal Aniket Bera Tianyi Zhou 35 59 0 20 Jul 2019
The continuous Bernoulli: fixing a pervasive error in variational autoencoders G. Loaiza-Ganem John P. Cunningham DRL 29 83 0 16 Jul 2019
Graph Representation Learning via Hard and Channel-Wise Attention Networks Hongyang Gao Shuiwang Ji GNN 25 57 0 05 Jul 2019
Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks Qi She Anqi Wu BDL 26 34 0 01 Jul 2019
Variational Sequential Labelers for Semi-Supervised Learning Mingda Chen Qingming Tang Karen Livescu Kevin Gimpel SSL DRL BDL VLM 30 39 0 23 Jun 2019
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training William Harvey Michael Teng Frank Wood 31 4 0 13 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 80 1,267 0 04 Jun 2019
Disentangling neural mechanisms for perceptual grouping Junkyung Kim Drew Linsley Kalpit C. Thakkar Thomas Serre OCL 26 54 0 04 Jun 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 50 296 0 17 May 2019
DynamoNet: Dynamic Action and Motion Network Ali Diba Vivek Sharma Luc Van Gool Rainer Stiefelhagen 30 110 0 25 Apr 2019
STEP: Spatio-Temporal Progressive Learning for Video Action Detection Xitong Yang Xiaodong Yang Ming Liu Fanyi Xiao L. Davis Jan Kautz 30 138 0 19 Apr 2019
Synthetic Examples Improve Generalization for Rare Classes Sara Beery Yang Liu Dan Morris Jim Piavis Ashish Kapoor M. Meister Neel Joshi Pietro Perona 23 95 0 11 Apr 2019
Neural Networks for Modeling Source Code Edits Rui Zhao David Bieber Kevin Swersky Daniel Tarlow 19 12 0 04 Apr 2019
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking Saurabh Sharma Pavan Teja Varigonda Prashast Bindal Abhishek Sharma Arjun Jain 3DH 24 153 0 02 Apr 2019
Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention Ye Xia Jinkyu Kim John F. Canny K. Zipser D. Whitney 24 51 0 24 Mar 2019
Topic-Guided Variational Autoencoders for Text Generation Wenlin Wang Zhe Gan Hongteng Xu Ruiyi Zhang Guoyin Wang Dinghan Shen Changyou Chen Lawrence Carin BDL 33 126 0 17 Mar 2019
Unsupervised and interpretable scene discovery with Discrete-Attend-Infer-Repeat Duo Wang M. Jamnik Pietro Lio BDL OCL 26 5 0 14 Mar 2019
Learning Parallax Attention for Stereo Image Super-Resolution Longguang Wang Yingqian Wang Zhengfa Liang Zaiping Lin Jungang Yang W. An Yulan Guo SupR 29 249 0 14 Mar 2019
Multi-Object Representation Learning with Iterative Variational Inference Klaus Greff Raphael Lopez Kaufman Rishabh Kabra Nicholas Watters Christopher P. Burgess Daniel Zoran Loic Matthey M. Botvinick Alexander Lerchner OCL SSL 42 499 0 01 Mar 2019
Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers Baihan Lin 19 2 0 27 Feb 2019
World Discovery Models M. G. Azar Bilal Piot Bernardo Avila-Pires Jean-Bastien Grill Florent Altché Rémi Munos 21 26 0 20 Feb 2019
Deep Divergence-Based Approach to Clustering Michael C. Kampffmeyer Sigurd Løkse F. Bianchi L. Livi Arnt-Børre Salberg Robert Jenssen 31 61 0 13 Feb 2019
StampNet: unsupervised multi-class object discovery Joost Visser Alessandro Corbetta Vlado Menkovski F. Toschi ObjD 19 4 0 07 Feb 2019
Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling Hao Wang Chengzhi Mao Hao He Mingmin Zhao Tommi Jaakkola Dina Katabi BDL 24 22 0 06 Feb 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog Zhe Gan Yu Cheng Ahmed El Kholy Linjie Li Jingjing Liu Jianfeng Gao 13 104 0 01 Feb 2019
Sales Demand Forecast in E-commerce using a Long Short-Term Memory Neural Network Methodology Kasun Bandara Peibei Shi Christoph Bergmeir Hansika Hewamalage Quoc-Huy Tran Brian Seaman AI4TS 22 146 0 13 Jan 2019
RNN-based Generative Model for Fine-Grained Sketching A. Jenal Nikolay Savinov Torsten Sattler G. Chaurasia GAN 22 4 0 13 Jan 2019
Stroke-based sketched symbol reconstruction and segmentation Kurmanbek Kaiyrbekov M. Sezgin 22 19 0 10 Jan 2019
Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets Irtiza Hasan Francesco Setti T. Tsesmelis Vasileios Belagiannis S. Amin Alessio Del Bue Marco Cristani Fabio Galasso 21 35 0 07 Jan 2019
Generative One-Shot Learning (GOL): A Semi-Parametric Approach to One-Shot Learning in Autonomous Vision Sorin Grigorescu GAN VLM 22 12 0 19 Dec 2018
Variational Autoencoders Pursue PCA Directions (by Accident) Michal Rolínek Dominik Zietlow Georg Martius OOD DRL 29 150 0 17 Dec 2018
Unsupervised Image Decomposition in Vector Layers Othman Sbai Camille Couprie Mathieu Aubry 41 8 0 13 Dec 2018
TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions Rohan Chandra Uttaran Bhattacharya Aniket Bera Tianyi Zhou 28 256 0 12 Dec 2018
Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models Daniel E. Ritchie Kai Wang Yu-An Lin 3DV 24 155 0 29 Nov 2018
MIST: Multiple Instance Spatial Transformer Network Baptiste Angles Shahram Izadi Simon Kornblith Andrea Tagliasacchi K. M. Yi 30 5 0 26 Nov 2018