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Pixel Recurrent Neural Networks

25 January 2016

Papers citing "Pixel Recurrent Neural Networks"

50 / 1,388 papers shown

Title
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 324 8,464 0 19 Jun 2019
Generative Restricted Kernel Machines: A Framework for Multi-view Generation and Disentangled Feature Learning Arun Pandey J. Schreurs Johan A. K. Suykens 80 13 0 19 Jun 2019
Disentangled Inference for GANs with Latently Invertible Autoencoder Jiapeng Zhu Deli Zhao Bo Zhang Bolei Zhou GAN DRL 92 35 0 19 Jun 2019
SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing Haonan Qiu Chaowei Xiao Lei Yang Xinchen Yan Honglak Lee Yue Liu AAML 69 172 0 19 Jun 2019
A Survey of Optimization Methods from a Machine Learning Perspective Shiliang Sun Zehui Cao Han Zhu Jing Zhao 88 566 0 17 Jun 2019
Amortized Bethe Free Energy Minimization for Learning MRFs Sam Wiseman Yoon Kim TPM DRL 51 11 0 14 Jun 2019
Detecting Photoshopped Faces by Scripting Photoshop Sheng-Yu Wang Oliver Wang Andrew Owens Richard Y. Zhang Alexei A. Efros CVBM PICV 69 135 0 13 Jun 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 203 2,416 0 13 Jun 2019
Parallel Scheduled Sampling Daniel Duckworth Arvind Neelakantan Ben Goodrich Lukasz Kaiser Samy Bengio 77 23 0 11 Jun 2019
Neural Spline Flows Conor Durkan Artur Bekasov Iain Murray George Papamakarios DRL 233 778 0 10 Jun 2019
Multi-objects Generation with Amortized Structural Regularization Kun Xu Chongxuan Li Jun Zhu Bo Zhang 50 17 0 10 Jun 2019
Likelihood Ratios for Out-of-Distribution Detection Jie Jessie Ren Peter J. Liu Emily Fertig Jasper Snoek Ryan Poplin M. DePristo Joshua V. Dillon Balaji Lakshminarayanan OODD 255 728 0 07 Jun 2019
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation Yu Liu Li Deng Jianshu Chen C. Chen SSL 56 0 0 06 Jun 2019
Residual Flows for Invertible Generative Modeling Ricky T. Q. Chen Jens Behrmann David Duvenaud J. Jacobsen BDL TPM DRL 179 378 0 06 Jun 2019
An Introduction to Variational Autoencoders Diederik P. Kingma Max Welling BDL SSL DRL 184 2,385 0 06 Jun 2019
Scaling Autoregressive Video Models Dirk Weissenborn Oscar Täckström Jakob Uszkoreit DiffM VGen 124 204 0 06 Jun 2019
Image Synthesis with a Single (Robust) Classifier Shibani Santurkar Dimitris Tsipras Brandon Tran Andrew Ilyas Logan Engstrom Aleksander Madry AAML 64 34 0 06 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 207 1,283 0 04 Jun 2019
Effective LHC measurements with matrix elements and machine learning Johann Brehmer Kyle Cranmer Irina Espejo F. Kling Gilles Louppe J. Pavez 81 14 0 04 Jun 2019
Disentangling neural mechanisms for perceptual grouping Junkyung Kim Drew Linsley Kalpit C. Thakkar Thomas Serre OCL 115 54 0 04 Jun 2019
MelNet: A Generative Model for Audio in the Frequency Domain Sean Vasquez M. Lewis DiffM 85 132 0 04 Jun 2019
Deep Reasoning Networks: Thinking Fast and Slow Di Chen Yiwei Bai Wenting Zhao Sebastian Ament J. Gregoire Carla P. Gomes PINN LRM 88 24 0 03 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 203 1,832 0 02 Jun 2019
Data Augmentation for Object Detection via Progressive and Selective Instance-Switching Hao Wang Qilong Wang Fan Yang Jiexia Ye W. Zuo 97 62 0 02 Jun 2019
AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows Aditya Grover Christopher Chute Rui Shu Zhangjie Cao Stefano Ermon OOD DRL 56 67 0 30 May 2019
Semi-Implicit Generative Model Mingzhang Yin Mingyuan Zhou VLM GAN 61 3 0 29 May 2019
Stabilizing GANs with Soft Octave Convolutions Ricard Durall Franz-Josef Pfreundt J. Keuper GAN 52 8 0 29 May 2019
Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition Martin Mundt Iuliia Pliushch Sagnik Majumder Yongwon Hong Visvanathan Ramesh UQCV BDL 104 41 0 28 May 2019
On Variational Learning of Controllable Representations for Text without Supervision Peng Xu Jackie C.K. Cheung Yanshuai Cao SSL DRL 70 9 0 28 May 2019
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations Niccolò Dalmasso Ann B. Lee Rafael Izbicki T. Pospisil Ilmun Kim Chieh-An Lin 75 8 0 27 May 2019
HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference Jakob Kruse Gianluca Detommaso Ullrich Kothe Robert Scheichl 98 45 0 25 May 2019
The Variational InfoMax AutoEncoder Vincenzo Crescimanna Bruce P. Graham DRL 66 3 0 25 May 2019
AttentionRNN: A Structured Spatial Attention Mechanism Siddhesh Khandelwal Leonid Sigal 67 3 0 22 May 2019
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures Xiaoting Shao Alejandro Molina Antonio Vergari Karl Stelzner Robert Peharz Thomas Liebig Kristian Kersting BDL TPM 82 35 0 21 May 2019
Compression with Flows via Local Bits-Back Coding Jonathan Ho Evan Lohn Pieter Abbeel 103 54 0 21 May 2019
Exploring Bias in GAN-based Data Augmentation for Small Samples Mengxiao Hu Jinlong Li 86 20 0 21 May 2019
Dueling Decoders: Regularizing Variational Autoencoder Latent Spaces Bryan Seybold Emily Fertig Alexander A. Alemi Ian S. Fischer DRL 92 4 0 17 May 2019
Integer Discrete Flows and Lossless Compression Emiel Hoogeboom Jorn W. T. Peters Rianne van den Berg Max Welling 165 160 0 17 May 2019
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables F. Kingma Pieter Abbeel Jonathan Ho 106 98 0 16 May 2019
Improving Opus Low Bit Rate Quality with Neural Speech Synthesis Jan Skoglund J. Valin 88 38 0 12 May 2019
Mutual Information Scaling and Expressive Power of Sequence Models Huitao Shen 80 18 0 10 May 2019
Generative Model with Dynamic Linear Flow Huadong Liao Jiawei He Kun-xian Shu DRL 49 5 0 08 May 2019
Sum-of-Squares Polynomial Flow P. Jaini Kira A. Selby Yaoliang Yu TPM 103 143 0 07 May 2019
Label-Noise Robust Multi-Domain Image-to-Image Translation Takuhiro Kaneko Tatsuya Harada 82 3 0 06 May 2019
$The Missing Data Encoder: Cross-Channel Image Completion\\with Hide-And-Seek Adversarial Network$ The Missing Data Encoder: Cross-Channel Image Completion\\with Hide-And-Seek Adversarial Network Arnaud Dapogny Matthieu Cord P. Pérez 69 9 0 06 May 2019
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph Yikang Li Tao Ma Yeqi Bai Nan Duan Sining Wei Xiaogang Wang 140 96 0 05 May 2019
A Survey on Face Data Augmentation Xiang Wang Kai Wang Kai Wang CVBM 116 134 0 26 Apr 2019
Generating Long Sequences with Sparse Transformers R. Child Scott Gray Alec Radford Ilya Sutskever 142 1,925 0 23 Apr 2019
Non-local Attention Optimized Deep Image Compression Haojie Liu Tong Chen Peiyao Guo Qiu Shen Xun Cao Yao Wang Zhan Ma 84 258 0 22 Apr 2019
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation Wayne Wu Kaidi Cao Cheng Li Chao Qian Chen Change Loy ViT DRL 100 111 0 21 Apr 2019