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Pixel Recurrent Neural Networks

25 January 2016

Papers citing "Pixel Recurrent Neural Networks"

50 / 1,388 papers shown

Title
Learning Deep-Latent Hierarchies by Stacking Wasserstein Autoencoders Benoit Gaujac Ilya Feige David Barber DiffM BDL 62 0 0 07 Oct 2020
Improving Sequential Latent Variable Models with Autoregressive Flows Joseph Marino Lei Chen Jiawei He Stephan Mandt BDL AI4TS 127 12 0 07 Oct 2020
A Contrastive Learning Approach for Training Variational Autoencoder Priors J. Aneja Alex Schwing Jan Kautz Arash Vahdat DRL 124 83 0 06 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 334 7,531 0 06 Oct 2020
Understanding Classifier Mistakes with Generative Models Laetitia Shao Yang Song Stefano Ermon 44 4 0 05 Oct 2020
Self-Supervised Variational Auto-Encoders Ioannis Gatopoulos Jakub M. Tomczak 60 13 0 05 Oct 2020
Neural Generation of Blocks for Video Coding Jonah Probell 13 0 0 05 Oct 2020
Unknown Presentation Attack Detection against Rational Attackers Ali Khodabakhsh Zahid Akhtar AAML 74 4 0 04 Oct 2020
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models Zhisheng Xiao Karsten Kreis Jan Kautz Arash Vahdat 116 124 0 01 Oct 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 33 10 0 29 Sep 2020
Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model Zhuonan He Yikun Zhang Yu Guan S. Niu Yi Zhang Yang Chen Qiegen Liu DiffM MedIm 89 12 0 27 Sep 2020
STAN: Synthetic Network Traffic Generation with Generative Neural Models Shengzhe Xu Manish Marwah M. Arlitt Naren Ramakrishnan DiffM AI4TS 49 29 0 27 Sep 2020
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM DiffM 39 23 0 25 Sep 2020
Secure Data Sharing With Flow Model Chenwei Wu Chenzhuang Du Yang Yuan FedML 22 4 0 24 Sep 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho Jiasen Lu Dustin Schwenk Hannaneh Hajishirzi Aniruddha Kembhavi VLM MLLM 95 102 0 23 Sep 2020
Online Alternate Generator against Adversarial Attacks Haofeng Li Yirui Zeng Guanbin Li Liang Lin Yizhou Yu AAML 69 6 0 17 Sep 2020
Multimodal Safety-Critical Scenarios Generation for Decision-Making Algorithms Evaluation Wenhao Ding Baiming Chen Yue Liu Kim Ji Eun Ding Zhao AAML 99 105 0 16 Sep 2020
Quasi-Autoregressive Residual (QuAR) Flows Achintya Gopal TPM 40 2 0 16 Sep 2020
Predictive Synthesis of Quantum Materials by Probabilistic Reinforcement Learning P. Rajak A. Krishnamoorthy Ankit Mishra R. Kalia A. Nakano P. Vashishta AI4CE 19 0 0 14 Sep 2020
Unpaired Learning of Deep Image Denoising Xiaohe Wu Ming-Yu Liu Yue Cao Dongwei Ren W. Zuo SSL 99 148 0 31 Aug 2020
Dynamical Variational Autoencoders: A Comprehensive Review Laurent Girin Simon Leglaive Xiaoyu Bie Julien Diard Thomas Hueber Xavier Alameda-Pineda BDL 145 223 0 28 Aug 2020
DrumGAN: Synthesis of Drum Sounds With Timbral Feature Conditioning Using Generative Adversarial Networks J. Nistal Stefan Lattner G. Richard GAN 76 56 0 27 Aug 2020
Biased Mixtures Of Experts: Enabling Computer Vision Inference Under Data Transfer Limitations Alhabib Abbas Y. Andreopoulos MoE 106 18 0 21 Aug 2020
A Survey on Assessing the Generalization Envelope of Deep Neural Networks: Predictive Uncertainty, Out-of-distribution and Adversarial Samples Julia Lust Alexandru Paul Condurache UQCV AAML AI4CE 31 8 0 21 Aug 2020
Generating Music with a Self-Correcting Non-Chronological Autoregressive Model Wayne Chi Prachi Kumar Suri Yaddanapudi Rahul Suresh Umut Isik KELM 116 10 0 18 Aug 2020
Learning Gradient Fields for Shape Generation Ruojin Cai Guandao Yang Hadar Averbuch-Elor Jinwei Gu Serge J. Belongie Noah Snavely B. Hariharan 3DPC 130 286 0 14 Aug 2020
Effect of Architectures and Training Methods on the Performance of Learned Video Frame Prediction M. Yilmaz A. Murat Tekalp 40 12 0 13 Aug 2020
Recurrent Deconvolutional Generative Adversarial Networks with Application to Text Guided Video Generation Hongyuan Yu Yan Huang Lihong Pi Liang Wang GAN 36 0 0 13 Aug 2020
Generate High Resolution Images With Generative Variational Autoencoder Abhinav Sagar GAN DRL 39 3 0 12 Aug 2020
FRMDN: Flow-based Recurrent Mixture Density Network S. Razavi Reshad Hosseini Tina Behzad BDL 30 0 0 05 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 91 121 0 01 Aug 2020
Rethinking Recurrent Neural Networks and Other Improvements for Image Classification N. H. Phong B. Ribeiro VLM 71 8 0 30 Jul 2020
Generative Classifiers as a Basis for Trustworthy Image Classification Radek Mackowiak Lynton Ardizzone Ullrich Kothe Carsten Rother 53 4 0 29 Jul 2020
Generalization Properties of Optimal Transport GANs with Latent Distribution Learning Giulia Luise Massimiliano Pontil C. Ciliberto GAN OT 66 22 0 29 Jul 2020
Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation Hongtao Yang Tong Zhang Wenbing Huang Xuming He Fatih Porikli 109 4 0 26 Jul 2020
Distributional Reinforcement Learning via Moment Matching Thanh Tang Nguyen Sunil R. Gupta Svetha Venkatesh OOD 20 22 0 24 Jul 2020
SeismoFlow -- Data augmentation for the class imbalance problem R. Milidiú Luis Müller AI4TS 30 1 0 23 Jul 2020
A Transfer Learning End-to-End ArabicText-To-Speech (TTS) Deep Architecture Fady K. Fahmy M. Khalil Hazem M. Abbas 53 21 0 22 Jul 2020
Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation Kenan E. Ak N. Xu Zhe Lin Yilin Wang 85 13 0 20 Jul 2020
Generative Flows with Matrix Exponential Chang Xiao Ligang Liu DRL 42 8 0 19 Jul 2020
Face Super-Resolution Guided by 3D Facial Priors Xiaobin Hu Wenqi Ren John LaMaster Xiaochun Cao Xiaoming Li Zechao Li Bjoern Menze Wei Liu SupR CVBM 96 64 0 18 Jul 2020
Can Learned Frame-Prediction Compete with Block-Motion Compensation for Video Coding? Serkan Sulun A. Murat Tekalp 47 6 0 17 Jul 2020
Controllable Image Synthesis via SegVAE Y. Cheng Hsin-Ying Lee Min Sun Ming-Hsuan Yang 152 20 0 16 Jul 2020
Autoregressive Unsupervised Image Segmentation Yassine Ouali C´eline Hudelot Myriam Tami SSL 96 87 0 16 Jul 2020
Detecting Out-of-distribution Samples via Variational Auto-encoder with Reliable Uncertainty Estimation Xuming Ran Mingkun Xu Lingrui Mei Qi Xu Quanying Liu OODD UQCV 93 51 0 16 Jul 2020
Channel-Level Variable Quantization Network for Deep Image Compression Zhisheng Zhong Hiroaki Akutsu Kiyoharu Aizawa 35 20 0 15 Jul 2020
A Deep Learning Approach for Low-Latency Packet Loss Concealment of Audio Signals in Networked Music Performance Applications Prateek Verma Alessandro Ilic Mezza C. Chafe C. Rottondi 15 22 0 14 Jul 2020
Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows Chris Cannella Mohammadreza Soltani Vahid Tarokh BDL 74 0 0 13 Jul 2020
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision Siddharth Biswal Peiye Zhuang A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Jimeng Sun MedIm 71 5 0 10 Jul 2020
Self-Reflective Variational Autoencoder Ifigeneia Apostolopoulou Elan Rosenfeld A. Dubrawski OOD BDL DRL 52 0 0 10 Jul 2020