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Pixel Recurrent Neural Networks

25 January 2016

Papers citing "Pixel Recurrent Neural Networks"

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Title
Improving Adversarial Robustness by Enforcing Local and Global Compactness Anh-Vu Bui Trung Le He Zhao Paul Montague O. deVel Tamas Abraham Dinh Q. Phung AAML 62 24 0 10 Jul 2020
Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model Haojie Liu Ming Lu Zhan Ma Fan Wang Zhihuang Xie Xun Cao Yao Wang 69 82 0 09 Jul 2020
Statistical post-processing of wind speed forecasts using convolutional neural networks S. Veldkamp K. Whan S. Dirksen M. Schmeits 24 11 0 08 Jul 2020
NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat Jan Kautz BDL 143 919 0 08 Jul 2020
Efficient Learning of Generative Models via Finite-Difference Score Matching Tianyu Pang Kun Xu Chongxuan Li Yang Song Stefano Ermon Jun Zhu DiffM 104 55 0 07 Jul 2020
Gradient Origin Networks Sam Bond-Taylor Chris G. Willcocks BDL DRL 93 18 0 06 Jul 2020
Deep neural networks for the evaluation and design of photonic devices Jiaqi Jiang Ming-Keh Chen Jonathan A. Fan 99 411 0 30 Jun 2020
Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution Hadi Pouransari Mojan Javaheripi Vinay Sharma Oncel Tuzel 45 5 0 30 Jun 2020
Conditional GAN for timeseries generation Kaleb E. Smith Anthony O. Smith AI4TS 75 82 0 30 Jun 2020
VAE-KRnet and its applications to variational Bayes Xiaoliang Wan Shuangqing Wei BDL DRL 89 13 0 29 Jun 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 108 137 0 25 Jun 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 113 362 0 25 Jun 2020
Locally Masked Convolution for Autoregressive Models Ajay Jain Pieter Abbeel Deepak Pathak DiffM OffRL 120 32 0 22 Jun 2020
IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression Rianne van den Berg A. Gritsenko Mostafa Dehghani C. Sønderby Tim Salimans 92 61 0 22 Jun 2020
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample Shir Gur Sagie Benaim Lior Wolf VGen GAN DRL 89 70 0 22 Jun 2020
Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects Bryan G. Cardenas Devanshu Arya D. K. Gupta DiffM 108 6 0 22 Jun 2020
Continual Learning in Recurrent Neural Networks Benjamin Ehret Christian Henning Maria R. Cervera Alexander Meulemans J. Oswald Benjamin Grewe CLL 83 9 0 22 Jun 2020
Deep Residual Mixture Models Perttu Hämäläinen Martin Trapp Tuure Saloheimo Arno Solin 77 8 0 22 Jun 2020
Learning compact generalizable neural representations supporting perceptual grouping Vijay Veerabadran V. D. Sa 58 2 0 21 Jun 2020
A survey of face recognition techniques under occlusion Dan Zeng Raymond N. J. Veldhuis Luuk J. Spreeuwers CVBM 71 133 0 19 Jun 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.0K 18,532 0 19 Jun 2020
Towards Recurrent Autoregressive Flow Models John Mern Peter Morales Mykel J. Kochenderfer BDL 25 0 0 17 Jun 2020
Why Normalizing Flows Fail to Detect Out-of-Distribution Data Polina Kirichenko Pavel Izmailov A. Wilson OODD 128 278 0 15 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 215 1,648 0 15 Jun 2020
Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables Miguel Lázaro-Gredilla Wolfgang Lehrach Nishad Gothoskar Guangyao Zhou Antoine Dedieu Dileep George TPM 35 1 0 11 Jun 2020
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity Sang-gil Lee Sungwon Kim Sungroh Yoon 77 17 0 11 Jun 2020
Sensorimotor Visual Perception on Embodied System Using Free Energy Principle Kanako Esaki Tadayuki Matsumura Kiyoto Ito Hiroyuki Mizuno 42 3 0 11 Jun 2020
Speech Fusion to Face: Bridging the Gap Between Human's Vocal Characteristics and Facial Imaging Yeqi Bai Tao Ma Lipo Wang Zhenjie Zhang CVBM 27 9 0 10 Jun 2020
Deep generative models for musical audio synthesis M. Huzaifah L. Wyse 210 20 0 10 Jun 2020
Super-resolution Variational Auto-Encoders Ioannis Gatopoulos M. Stol Jakub M. Tomczak SupR DiffM 58 15 0 09 Jun 2020
A non-causal FFTNet architecture for speech enhancement P. V. M. Shifas Nagaraj Adiga Vassilis Tsiaras Y. Stylianou AI4TS 29 11 0 08 Jun 2020
3D Self-Supervised Methods for Medical Imaging Aiham Taleb W. Loetzsch Noel Danz Julius Severin Thomas Gaertner Benjamin Bergner C. Lippert SSL 129 214 0 06 Jun 2020
Hyperparameter optimization with REINFORCE and Transformers C. Krishna Ashish Gupta Swarnim Narayan Himanshu Rai Diksha Manchanda 54 2 0 01 Jun 2020
Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows D. Reiman John Tamanas J. Prochaska Dominika Ďurovčíková 61 6 0 31 May 2020
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices Run Wang Felix Juefei Xu Yihao Huang Qing Guo Xiaofei Xie Lei Ma Yang Liu AAML 80 107 0 28 May 2020
Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting Zili Yi Qiang Tang Shekoofeh Azizi Daesik Jang Zhan Xu 83 308 0 19 May 2020
SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation Sungmin Kang R. Feldt S. Yoo AAML 92 32 0 19 May 2020
On Intrinsic Dataset Properties for Adversarial Machine Learning J. Z. Pan Nicholas Zufelt AAML 40 1 0 19 May 2020
Color Visual Illusions: A Statistics-based Computational Model Elad Hirsch A. Tal AAML 20 0 0 18 May 2020
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization Jen-Yu Liu Yu-Hua Chen Yin-Cheng Yeh Yi-Hsuan Yang GAN 71 35 0 18 May 2020
Robust Training of Vector Quantized Bottleneck Models A. Lancucki J. Chorowski Guillaume Sanchez R. Marxer Nanxin Chen Hans J. G. A. Dolfing Sameer Khurana Tanel Alumäe Antoine Laurent 86 60 0 18 May 2020
OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression Lila Huang Shenlong Wang K. Wong Jerry Liu R. Urtasun 3DPC 68 146 0 14 May 2020
A review of radar-based nowcasting of precipitation and applicable machine learning techniques R. Prudden Samantha V. Adams D. Kangin Nial H. Robinson Suman V. Ravuri S. Mohamed A. Arribas AI4Cl OffRL 94 45 0 11 May 2020
Learning Context-Based Non-local Entropy Modeling for Image Compression Mu Li Peng Sun W. Zuo Radu Timofte David C. Zhang 43 10 0 10 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 156 307 0 30 Apr 2020
On the Limits to Multi-Modal Popularity Prediction on Instagram -- A New Robust, Efficient and Explainable Baseline Christoffer Riis D. Kowalczyk Lars Kai Hansen 28 2 0 26 Apr 2020
Discrete Variational Attention Models for Language Generation Xianghong Fang Haoli Bai Zenglin Xu Michael Lyu Irwin King DRL 49 0 0 21 Apr 2020
Quality Guided Sketch-to-Photo Image Synthesis Uche M. Osahor Hadi Kazemi Ali Dabouei Nasser M. Nasrabadi GAN 65 17 0 20 Apr 2020
End-to-End Learning for Video Frame Compression with Self-Attention Nannan Zou Honglei Zhang Francesco Cricri Hamed R. Tavakoli J. Lainema Emre B. Aksu M. Hannuksela Esa Rahtu 25 10 0 20 Apr 2020
On the use of Benford's law to detect GAN-generated images Nicolo Bonettini Paolo Bestagini Simone Milani Stefano Tubaro GAN 46 39 0 16 Apr 2020