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 / 328 papers shown

Title
A Data-Efficient Deep Learning Approach for Deployable Multimodal Social Robots Heriberto Cuayáhuitl OffRL 29 17 0 27 Aug 2019
Saccader: Improving Accuracy of Hard Attention Models for Vision Gamaleldin F. Elsayed Simon Kornblith Quoc V. Le VLM 29 71 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 24 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 17 57 0 05 Jul 2019
Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks Qi She Anqi Wu BDL 18 34 0 01 Jul 2019
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training William Harvey Michael Teng Frank D. Wood 25 4 0 13 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 65 1,264 0 04 Jun 2019
Disentangling neural mechanisms for perceptual grouping Junkyung Kim Drew Linsley Kalpit C. Thakkar Thomas Serre OCL 23 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 48 296 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-Yu Liu Fanyi Xiao L. Davis Jan Kautz 30 138 0 19 Apr 2019
Neural Networks for Modeling Source Code Edits Rui Zhao David Bieber Kevin Swersky Daniel Tarlow 11 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
Unsupervised and interpretable scene discovery with Discrete-Attend-Infer-Repeat Duo Wang M. Jamnik Pietro Lió BDL OCL 18 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 18 249 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 13 499 0 01 Mar 2019
Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers Baihan Lin 16 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 11 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 11 104 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 19 146 0 13 Jan 2019
Stroke-based sketched symbol reconstruction and segmentation Kurmanbek Kaiyrbekov M. Sezgin 14 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 4 12 0 19 Dec 2018
Unsupervised Image Decomposition in Vector Layers Othman Sbai Camille Couprie Mathieu Aubry 33 8 0 13 Dec 2018
TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions Rohan Chandra Uttaran Bhattacharya Aniket Bera Tianyi Zhou 25 256 0 12 Dec 2018
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector Chen Du Chunheng Wang Yanna Wang Cunzhao Shi Baihua Xiao 22 42 0 15 Nov 2018
Concept Learning with Energy-Based Models William J. Wilkinson 27 25 0 06 Nov 2018
Resampled Priors for Variational Autoencoders Matthias Bauer A. Mnih BDL DRL 11 110 0 26 Oct 2018
Learning to Sketch with Deep Q Networks and Demonstrated Strokes Tao Zhou Chen Fang Zhaowen Wang Jimei Yang Byungmoon Kim Zhili Chen Jonathan Brandt Demetri Terzopoulos 14 7 0 14 Oct 2018
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs Yogesh Balaji Hamed Hassani Rama Chellappa S. Feizi GAN DRL 41 20 0 09 Oct 2018
A Comprehensive Survey of Deep Learning for Image Captioning Md. Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 36 760 0 06 Oct 2018
CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas Amanpreet Singh Sharan Agrawal DiffM 26 5 0 05 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 8 68 0 04 Oct 2018
Sample Efficient Adaptive Text-to-Speech Yutian Chen Yannis Assael Brendan Shillingford David Budden Scott E. Reed ... Ben Laurie Çağlar Gülçehre Aaron van den Oord Oriol Vinyals Nando de Freitas 30 149 0 27 Sep 2018
Variational Autoencoder with Implicit Optimal Priors Hiroshi Takahashi Tomoharu Iwata Yuki Yamanaka Masanori Yamada Satoshi Yagi DRL 26 61 0 14 Sep 2018
Diverse and Coherent Paragraph Generation from Images Moitreya Chatterjee A. Schwing 16 66 0 03 Sep 2018
Manipulating Attributes of Natural Scenes via Hallucination Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem 25 23 0 22 Aug 2018
Text-to-image Synthesis via Symmetrical Distillation Networks Mingkuan Yuan Yuxin Peng DiffM 25 37 0 21 Aug 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan Akash Rastogi Ruben Villegas Kalyan Sunkavalli Eli Shechtman Sunil Hadap Ersin Yumer Honglak Lee 30 149 0 14 Aug 2018
Scene-LSTM: A Model for Human Trajectory Prediction H. Manh G. Alaghband HAI 35 115 0 12 Aug 2018
The Variational Homoencoder: Learning to learn high capacity generative models from few examples Luke B. Hewitt Maxwell Nye Andreea Gane Tommi Jaakkola J. Tenenbaum BDL DRL GAN 31 68 0 24 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 88 16,142 0 17 Jul 2018
Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging Xiaoran Chen Nick Pawlowski Martin Rajchl Ben Glocker E. Konukoglu OOD MedIm 22 49 0 14 Jun 2018