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 / 308 papers shown

Title
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley GAN 34 12 0 26 Nov 2021
Compositional Transformers for Scene Generation Drew A. Hudson C. L. Zitnick ViT 34 34 0 17 Nov 2021
A Probabilistic Hard Attention Model For Sequentially Observed Scenes Samrudhdhi B. Rangrej James J. Clark 24 12 0 15 Nov 2021
Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention S. Tan Runpei Dong Kaisheng Ma 22 2 0 03 Nov 2021
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 29 42 0 29 Oct 2021
Probabilistic Autoencoder using Fisher Information J. Zacherl Philipp Frank T. Ensslin EgoV AI4CE 25 2 0 28 Oct 2021
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation Bin Ren Hao Tang N. Sebe 35 30 0 19 Oct 2021
Multimodal Dialogue Response Generation Qingfeng Sun Yujing Wang Can Xu Kai Zheng Yaming Yang Huang Hu Fei Xu Jessica Zhang Xiubo Geng Daxin Jiang 18 43 0 16 Oct 2021
ComicGAN: Text-to-Comic Generative Adversarial Network Ben Proven-Bessel Zilong Zhao L. Chen GAN 17 8 0 19 Sep 2021
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Wenxi Liu Qi Li Xin Lin Weixiang Yang Shengfeng He Yuanlong Yu 29 7 0 06 Sep 2021
DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis Shulan Ruan Yong Zhang Anton van den Hengel Yanbo Fan Fan Tang Qi Liu Enhong Chen 28 88 0 27 Aug 2021
High-dimensional Assisted Generative Model for Color Image Restoration Kai Hong Chunhua Wu Cailian Yang Minghui Zhang Yancheng Lu Yuhao Wang Qiegen Liu DiffM 30 1 0 14 Aug 2021
Parameterization of Forced Isotropic Turbulent Flow using Autoencoders and Generative Adversarial Networks Kanishk Tanishk Nandal Prince Tyagi R. Singh GAN OOD AI4CE 11 0 0 08 Jul 2021
FoveaTer: Foveated Transformer for Image Classification Aditya Jonnalagadda Luu Anh Tuan B. S. Manjunath M. Eckstein ViT 19 23 0 29 May 2021
Non-linear Functional Modeling using Neural Networks Aniruddha Rajendra Rao M. Reimherr 22 29 0 19 Apr 2021
SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing Brevin Tilmon S. Koppal MDE 27 5 0 24 Mar 2021
Paint by Word A. Andonian David Bau Audrey Cui YeonHwan Park Ali Jahanian Antonio Torralba A. Oliva DiffM 20 125 0 19 Mar 2021
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models Sam Bond-Taylor Adam Leach Yang Long Chris G. Willcocks VLM TPM 41 480 0 08 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
Efficient Semi-Implicit Variational Inference Vincent Moens Hang Ren A. Maraval Rasul Tutunov Jun Wang H. Ammar 85 6 0 15 Jan 2021
Cross-Modal Contrastive Learning for Text-to-Image Generation Han Zhang Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang GAN 20 355 0 12 Jan 2021
Emergent Symbols through Binding in External Memory Taylor Webb I. Sinha J. Cohen 67 64 0 29 Dec 2020
Towards Neural Programming Interfaces Zachary Brown Nathaniel R. Robinson David Wingate Nancy Fulda AI4CE 15 5 0 10 Dec 2020
ReCoG: A Deep Learning Framework with Heterogeneous Graph for Interaction-Aware Trajectory Prediction Xiaoyu Mo Yang Xing Chen Lv GNN 8 43 0 09 Dec 2020
Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision Mitchell J. P. van Zuijlen Hubert Lin Kavita Bala S. Pont M. Wijntjes 19 13 0 05 Dec 2020
Generative Neurosymbolic Machines Jindong Jiang Sungjin Ahn BDL OCL 219 68 0 23 Oct 2020
Collaborative Attention Mechanism for Multi-View Action Recognition Yue Bai Zhiqiang Tao Lichen Wang Sheng Li Yu Yin Y. Fu HAI 23 16 0 14 Sep 2020
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network Qiang Ning W. Dong Guangming Shi Leida Li Xin Li 21 44 0 14 Sep 2020
Semi Conditional Variational Auto-Encoder for Flow Reconstruction and Uncertainty Quantification from Limited Observations K. Gundersen A. Oleynik N. Blaser G. Alendal BDL 22 27 0 19 Jul 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 28 136 0 25 Jun 2020
Unsupervised Pansharpening Based on Self-Attention Mechanism Ying Qu Razieh Kaviani Baghbaderani Hairong Qi C. Kwan 20 69 0 16 Jun 2020
Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning Z. Guo Bernardo Avila-Pires Bilal Piot Jean-Bastien Grill Florent Altché Rémi Munos M. G. Azar BDL DRL SSL 43 139 0 30 Apr 2020
Feedback Recurrent Autoencoder for Video Compression Adam Goliñski Reza Pourreza Yang Yang Guillaume Sautière Taco S. Cohen VGen 33 48 0 09 Apr 2020
PatchVAE: Learning Local Latent Codes for Recognition Kamal Gupta Saurabh Singh Abhinav Shrivastava SSL DRL 14 20 0 07 Apr 2020
Generating new concepts with hybrid neuro-symbolic models Reuben Feinman Brenden Lake BDL 32 13 0 19 Mar 2020
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images Lei Kang Pau Riba Yaxing Wang Marçal Rusiñol Alicia Fornés M. Villegas DiffM GAN 24 77 0 05 Mar 2020
Handwritten Optical Character Recognition (OCR): A Comprehensive Systematic Literature Review (SLR) Jamshed Memon Maira Sami Rizwan Ahmed Khan 25 321 0 01 Jan 2020
Deep Automodulators Ari Heljakka Wenshuai Zhao Arno Solin Arno Solin 31 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 28 346 0 04 Nov 2019
On Generalization Bounds of a Family of Recurrent Neural Networks Minshuo Chen Xingguo Li T. Zhao 11 70 0 28 Oct 2019
High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes David Salinas Michael Bohlke-Schneider Laurent Callot Roberto Medico Jan Gasthaus AI4TS 18 223 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 19 10 0 23 Sep 2019
Generating Data using Monte Carlo Dropout Kristian Miok Dong Nguyen Doan D. Zaharie Marko Robnik-Šikonja SyDa 11 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 12 138 0 10 Sep 2019
A Data-Efficient Deep Learning Approach for Deployable Multimodal Social Robots Heriberto Cuayáhuitl OffRL 26 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 21 38 0 12 Aug 2019