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
Rethinking Gradient Operator for Exposing AI-enabled Face Forgeries Zhiqing Guo Gaobo Yang Dengyong Zhang Ming Xia CVBM 22 36 0 02 May 2022
Exposing Deepfake Face Forgeries with Guided Residuals Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 39 26 0 02 May 2022
Short-Term Density Forecasting of Low-Voltage Load using Bernstein-Polynomial Normalizing Flows M. Arpogaus Marcus Voss Beate Sick Mark Nigge-Uricher Oliver Durr 33 16 0 29 Apr 2022
Can deep learning match the efficiency of human visual long-term memory in storing object details? Emin Orhan VLM OCL 28 0 0 27 Apr 2022
Flow-Adapter Architecture for Unsupervised Machine Translation Yihong Liu Haris Jabbar Hinrich Schütze AI4CE 27 8 0 26 Apr 2022
SceneTrilogy: On Human Scene-Sketch and its Complementarity with Photo and Text Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song 49 29 0 25 Apr 2022
Semi-Parametric Neural Image Synthesis A. Blattmann Robin Rombach Kaan Oktay Jonas Muller Bjorn Ommer DiffM 36 28 0 25 Apr 2022
Parallel Synthesis for Autoregressive Speech Generation Po-Chun Hsu Da-Rong Liu Andy T. Liu Hung-yi Lee 44 5 0 25 Apr 2022
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset Leon Sixt M. Schuessler Oana-Iuliana Popescu Philipp Weiß Tim Landgraf FAtt 37 14 0 25 Apr 2022
FS-NCSR: Increasing Diversity of the Super-Resolution Space via Frequency Separation and Noise-Conditioned Normalizing Flow Ki-Ung Song D. Shim Kang-Wook Kim Jae-young Lee Young-Gon Kim SupR 30 9 0 20 Apr 2022
Music Source Separation with Generative Flow Ge Zhu Jordan Darefsky Fei Jiang A. Selitskiy Z. Duan 25 6 0 19 Apr 2022
Generating 3D Molecules for Target Protein Binding Meng Liu Youzhi Luo Kanji Uchino Koji Maruhashi Shuiwang Ji 16 113 0 19 Apr 2022
Learning to Listen: Modeling Non-Deterministic Dyadic Facial Motion Evonne Ng Hanbyul Joo Liwen Hu Hao Li Trevor Darrell Angjoo Kanazawa Shiry Ginosar VGen 13 92 0 18 Apr 2022
SETTI: A Self-supervised Adversarial Malware Detection Architecture in an IoT Environment Marjan Golmaryami R. Taheri Zahra Pooranian Mohammad Shojafar Pei Xiao 38 12 0 16 Apr 2022
Conditional Injective Flows for Bayesian Imaging AmirEhsan Khorashadizadeh K. Kothari Leonardo Salsi Ali Aghababaei Harandi Maarten V. de Hoop Ivan Dokmanić MedIm 31 16 0 15 Apr 2022
Universal approximation property of invertible neural networks Isao Ishikawa Takeshi Teshima Koichi Tojo Kenta Oono Masahiro Ikeda Masashi Sugiyama 54 30 0 15 Apr 2022
Diagnosing and Fixing Manifold Overfitting in Deep Generative Models Gabriel Loaiza-Ganem Brendan Leigh Ross Jesse C. Cresswell Anthony L. Caterini GAN DRL 24 28 0 14 Apr 2022
Discretely Indexed Flows Elouan Argouarc'h Franccois Desbouvries Eric Barat Eiji Kawasaki T. Dautremer 18 0 0 04 Apr 2022
Estimating Fine-Grained Noise Model via Contrastive Learning Yunhao Zou Ying Fu DiffM 31 24 0 03 Apr 2022
Perception Prioritized Training of Diffusion Models Jooyoung Choi Jungbeom Lee Chaehun Shin Sungwon Kim Hyunwoo J. Kim Sung-Hoon Yoon DiffM 35 233 0 01 Apr 2022
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism Jiahui Lei Kostas Daniilidis 46 55 0 30 Mar 2022
Tampered VAE for Improved Satellite Image Time Series Classification Xin Cai Y. Bi Peter Nicholl AI4TS 22 1 0 30 Mar 2022
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li Martin Renqiang Min Keqin Li Chenliang Xu EGVM 43 39 0 29 Mar 2022
MolGenSurvey: A Systematic Survey in Machine Learning Models for Molecule Design Yuanqi Du Tianfan Fu Jimeng Sun Shengchao Liu AI4CE 74 88 0 28 Mar 2022
A Neural Vocoder Based Packet Loss Concealment Algorithm Yaofeng Zhou C. Bao 25 2 0 26 Mar 2022
Efficient-VDVAE: Less is more Louay Hazami Rayhane Mama Ragavan Thurairatnam BDL 34 28 0 25 Mar 2022
BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis Max W. Y. Lam Jun Wang Dan Su Dong Yu DiffM 44 92 0 25 Mar 2022
Bi-level Doubly Variational Learning for Energy-based Latent Variable Models Ge Kan Jinhu Lu Tian Wang Baochang Zhang Aichun Zhu Lei Huang Guodong Guo H. Snoussi 37 6 0 24 Mar 2022
A Deep Learning Approach to Probabilistic Forecasting of Weather Nick Rittler Carlo Graziani Jiali Wang R. Kotamarthi BDL 27 2 0 23 Mar 2022
VQ-Flows: Vector Quantized Local Normalizing Flows Sahil Sidheekh Chris B. Dock Tushar Jain R. Balan M. Singh 38 7 0 22 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 21 1 0 21 Mar 2022
Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare Jana Fragemann Lynton Ardizzone Jan Egger Jens Kleesiek DRL MedIm 32 10 0 21 Mar 2022
A new perspective on probabilistic image modeling A. Gepperth 16 2 0 21 Mar 2022
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection Mohamed Yousef Marcel R. Ackermann Unmesh Kurup Tom E. Bishop OODD OOD 45 3 0 19 Mar 2022
TO-FLOW: Efficient Continuous Normalizing Flows with Temporal Optimization adjoint with Moving Speed Shian Du Yihong Luo Wei Chen Jian Xu Delu Zeng 37 7 0 19 Mar 2022
Image Super-Resolution With Deep Variational Autoencoders Darius Chira Ilian Haralampiev Ole Winther Andrea Dittadi Valentin Liévin DRL 35 33 0 17 Mar 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning Karsten Roth Oriol Vinyals Zeynep Akata 29 36 0 16 Mar 2022
Text-free non-parallel many-to-many voice conversion using normalising flows Thomas Merritt Abdelhamid Ezzerg Piotr Bilinski Magdalena Proszewska Kamil Pokora Roberto Barra-Chicote Daniel Korzekwa 41 14 0 15 Mar 2022
LiP-Flow: Learning Inference-time Priors for Codec Avatars via Normalizing Flows in Latent Space Emre Aksan Shugao Ma Akin Caliskan Stanislav Pidhorskyi Alexander Richard S. Wei Jason M. Saragih Otmar Hilliges 3DH 16 1 0 15 Mar 2022
Semi-Discrete Normalizing Flows through Differentiable Tessellation Ricky T. Q. Chen Brandon Amos Maximilian Nickel 32 10 0 14 Mar 2022
Secret-to-Image Reversible Transformation for Generative Steganography Zhili Zhou Yuecheng Su Q. M. Jonathan Wu Zhangjie Fu Yunqing Shi 17 53 0 13 Mar 2022
The Role of ImageNet Classes in Fréchet Inception Distance Tuomas Kynkaanniemi Tero Karras M. Aittala Timo Aila J. Lehtinen EGVM VLM 56 200 0 11 Mar 2022
PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows Aihua Mao Zihui Du Yu-Hui Wen Jun-ying Xuan Yang Liu 27 28 0 11 Mar 2022
aiWave: Volumetric Image Compression with 3-D Trained Affine Wavelet-like Transform Dongmei Xue Haichuan Ma L. Li Dong Liu Zhiwei Xiong MedIm 25 24 0 11 Mar 2022
Dynamic Dual-Output Diffusion Models Yaniv Benny Lior Wolf DiffM 31 26 0 08 Mar 2022
Nonlinear Isometric Manifold Learning for Injective Normalizing Flows Eike Cramer Felix Rauh Alexander Mitsos Raúl Tempone Manuel Dahmen DRL 43 8 0 08 Mar 2022
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild Xuefeng Du Xin Eric Wang Gabriel Gozum Yixuan Li OODD 48 91 0 08 Mar 2022
Learning to Bound: A Generative Cramér-Rao Bound H. Habi H. Messer Y. Bresler 25 9 0 07 Mar 2022
Variational Auto-Encoder based Mandarin Speech Cloning Qingyu Xing Xiaohan Ma 26 0 0 06 Mar 2022
Off-Policy Evaluation in Embedded Spaces Jaron J. R. Lee David Arbour Georgios Theocharous OffRL 25 3 0 05 Mar 2022