Glow: Generative Flow with Invertible 1x1 Convolutions

9 July 2018

Diederik P. Kingma

Papers citing "Glow: Generative Flow with Invertible 1x1 Convolutions"

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Title
MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC Erik Nijkamp Ruiqi Gao Pavel Sountsov Srinivas Vasudevan Bo Pang Song-Chun Zhu Ying Nian Wu BDL 29 21 0 12 Jun 2020
End-to-end Sinkhorn Autoencoder with Noise Generator Kamil Deja Jan Dubiñski Piotr W. Nowak S. Wenzel Tomasz Trzciñski SyDa 30 22 0 11 Jun 2020
NADS: Neural Architecture Distribution Search for Uncertainty Awareness Randy Ardywibowo Shahin Boluki Xinyu Gong Zhangyang Wang Xiaoning Qian UQCV 11 18 0 11 Jun 2020
Robust model training and generalisation with Studentising flows Simon Alexanderson G. Henter OOD 8 14 0 11 Jun 2020
Let's Face It: Probabilistic Multi-modal Interlocutor-aware Generation of Facial Gestures in Dyadic Settings Patrik Jonell Taras Kucherenko G. Henter Jonas Beskow CVBM 17 61 0 11 Jun 2020
Latent Transformations for Discrete-Data Normalising Flows Rob D. Hesselink Wilker Aziz DRL 21 1 0 11 Jun 2020
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity Sang-gil Lee Sungwon Kim Sungroh Yoon 35 17 0 11 Jun 2020
Learning normalizing flows from Entropy-Kantorovich potentials Chris Finlay Augusto Gerolin Adam M. Oberman Aram-Alexandre Pooladian 33 23 0 10 Jun 2020
Probabilistic Autoencoder Vanessa Böhm U. Seljak UQCV BDL DRL 24 32 0 09 Jun 2020
Super-resolution Variational Auto-Encoders Ioannis Gatopoulos M. Stol Jakub M. Tomczak SupR DiffM 33 15 0 09 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 266 0 09 Jun 2020
Multi-fidelity Generative Deep Learning Turbulent Flows N. Geneva N. Zabaras AI4CE 21 44 0 08 Jun 2020
The Lipschitz Constant of Self-Attention Hyunjik Kim George Papamakarios A. Mnih 16 135 0 08 Jun 2020
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds Hyeongju Kim Hyeonseung Lee Woohyun Kang Joun Yeop Lee N. Kim 3DPC 25 114 0 08 Jun 2020
WaveNODE: A Continuous Normalizing Flow for Speech Synthesis Hyeongju Kim Hyeongseung Lee Woohyun Kang Sung Jun Cheon Byoung Jin Choi N. Kim 30 12 0 08 Jun 2020
Constant-Expansion Suffices for Compressed Sensing with Generative Priors C. Daskalakis Dhruv Rohatgi Manolis Zampetakis 24 12 0 07 Jun 2020
Structure preserving deep learning E. Celledoni Matthias Joachim Ehrhardt Christian Etmann R. McLachlan B. Owren Carola-Bibiane Schönlieb Ferdia Sherry AI4CE 15 44 0 05 Jun 2020
Auto-decoding Graphs Sohil Shah V. Koltun GNN 34 4 0 04 Jun 2020
Uncertainty quantification in medical image segmentation with normalizing flows Raghavendra Selvan F. Faye Jon Middleton A. Pai MedIm 18 30 0 04 Jun 2020
Graphical Normalizing Flows Antoine Wehenkel Gilles Louppe TPM BDL 12 37 0 03 Jun 2020
Least $k$ th-Order and Rényi Generative Adversarial Networks Himesh Bhatia William Paul F. Alajaji Bahman Gharesifard Philippe Burlina GAN 22 8 0 03 Jun 2020
Equivariant Flows: Exact Likelihood Generative Learning for Symmetric Densities Jonas Köhler Leon Klein Frank Noé DRL 40 259 0 03 Jun 2020
The Convolution Exponential and Generalized Sylvester Flows Emiel Hoogeboom Victor Garcia Satorras Jakub M. Tomczak Max Welling 30 28 0 02 Jun 2020
Neural Control Variates Thomas Müller Fabrice Rousselle Jan Novák A. Keller BDL 18 54 0 02 Jun 2020
Recapture as You Want Chen Gao Si Liu Ran He Shuicheng Yan Bo Li 17 9 0 02 Jun 2020
OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport Derek Onken Samy Wu Fung Xingjian Li Lars Ruthotto OT 23 156 0 29 May 2020
Network-to-Network Translation with Conditional Invertible Neural Networks Robin Rombach Patrick Esser Bjorn Ommer 16 3 0 27 May 2020
A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems Phan Huy Kinh V. Phung Anh-Tuan Dinh Quoc Bao Nguyen 22 1 0 26 May 2020
Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search Jaehyeon Kim Sungwon Kim Jungil Kong Sungroh Yoon 54 478 0 22 May 2020
What Makes for Good Views for Contrastive Learning? Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola SSL 39 1,308 0 20 May 2020
Model Repair: Robust Recovery of Over-Parameterized Statistical Models Chao Gao John D. Lafferty 15 6 0 20 May 2020
Color Visual Illusions: A Statistics-based Computational Model Elad Hirsch A. Tal AAML 13 0 0 18 May 2020
Learning Joint Articulatory-Acoustic Representations with Normalizing Flows Pramit Saha S. Fels DRL 19 4 0 16 May 2020
WG-WaveNet: Real-Time High-Fidelity Speech Synthesis without GPU Po-Chun Hsu Hung-yi Lee 25 16 0 15 May 2020
Subsampled Fourier Ptychography using Pretrained Invertible and Untrained Network Priors Fahad Shamshad Asif Hanif Ali Ahmed DiffM 13 8 0 13 May 2020
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis Rafael Valle Kevin J. Shih R. Prenger Bryan Catanzaro 25 119 0 12 May 2020
Invertible Image Rescaling Mingqing Xiao Shuxin Zheng Chang-Shu Liu Yaolong Wang Di He Guolin Ke Jiang Bian Zhouchen Lin Tie-Yan Liu SupR 33 234 0 12 May 2020
Detecting CNN-Generated Facial Images in Real-World Scenarios Nils Hulzebosch Sarah Ibrahimi M. Worring CVBM 43 77 0 12 May 2020
Multi-band MelGAN: Faster Waveform Generation for High-Quality Text-to-Speech Geng Yang Shan Yang Kai-Chun Liu Peng Fang Wei Chen Lei Xie 68 198 0 11 May 2020
Fake face detection via adaptive manipulation traces extraction network Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 24 16 0 11 May 2020
Transforming and Projecting Images into Class-conditional Generative Networks Minyoung Huh Richard Y. Zhang Jun-Yan Zhu S. Paris Aaron Hertzmann 31 110 0 04 May 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 55 724 0 30 Apr 2020
A Disentangling Invertible Interpretation Network for Explaining Latent Representations Patrick Esser Robin Rombach Bjorn Ommer 14 86 0 27 Apr 2020
Deep Learning for Time Series Forecasting: Tutorial and Literature Survey Konstantinos Benidis Syama Sundar Rangapuram Valentin Flunkert Bernie Wang Danielle C. Maddix ... David Salinas Lorenzo Stella François-Xavier Aubet Laurent Callot Tim Januschowski AI4TS 30 176 0 21 Apr 2020
Data Processing for Optimizing Naturalness of Vietnamese Text-to-speech System V. Phung Phan Huy Kinh Anh-Tuan Dinh Quoc Bao Nguyen 30 5 0 20 Apr 2020
Roundtrip: A Deep Generative Neural Density Estimator Qiao Liu Jiaze Xu R. Jiang W. Wong OT 42 4 0 20 Apr 2020
Parameterizing uncertainty by deep invertible networks, an application to reservoir characterization G. Rizzuti Ali Siahkoohi Philipp A. Witte Felix J. Herrmann UQCV 33 20 0 16 Apr 2020
Image Quality Assessment: Unifying Structure and Texture Similarity Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli 20 755 0 16 Apr 2020
On the use of Benford's law to detect GAN-generated images Nicolo Bonettini Paolo Bestagini Simone Milani Stefano Tubaro GAN 13 38 0 16 Apr 2020
Classify and Generate: Using Classification Latent Space Representations for Image Generations Saisubramaniam Gopalakrishnan Pranshu Ranjan Singh Yasin Yazici Chuan-Sheng Foo V. Chandrasekhar Arulmurugan Ambikapathi DiffM 20 4 0 16 Apr 2020