On GANs and GMMs

31 May 2018

Papers citing "On GANs and GMMs"

28 / 28 papers shown

Title
Sublinear Variational Optimization of Gaussian Mixture Models with Millions to Billions of Parameters Sebastian Salwig Till Kahlke F. Hirschberger D. Forster Jorg Lucke VLM 84 0 0 21 Jan 2025
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 53 3 0 14 May 2024
SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation Iman Abbasnejad Fabio Zambetta Flora D. Salim Timothy Wiley Jeffrey Chan Russell Gallagher Ehsan Abbasnejad GAN 13 0 0 07 Nov 2023
Large-scale gradient-based training of Mixtures of Factor Analyzers A. Gepperth 13 0 0 26 Aug 2023
AGTGAN: Unpaired Image Translation for Photographic Ancient Character Generation Hongxiang Huang Daihui Yang Gang Dai Zhen Han Yuyi Wang K. Lam Fan Yang Shuangping Huang Yong-ge Liu Mengchao He GAN 14 18 0 13 Mar 2023
Aggregating Layers for Deepfake Detection Amir Jevnisek S. Avidan 3DPC 43 7 0 11 Oct 2022
Fairness in generative modeling M. Zameshina O. Teytaud F. Teytaud Vlad Hosu N. Carraz Laurent Najman Markus Wagner SyDa 22 2 0 06 Oct 2022
GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model Hao Cheng Mengmeng Liu Linyuan Chen Hellward Broszio Monika Sester M. Yang 49 55 0 16 Sep 2022
A Realism Metric for Generated LiDAR Point Clouds Larissa T. Triess Christoph B. Rist David Peter J. Marius Zöllner 3DPC 19 8 0 31 Aug 2022
ProDiff: Progressive Fast Diffusion Model For High-Quality Text-to-Speech Rongjie Huang Zhou Zhao Huadai Liu Jinglin Liu Chenye Cui Yi Ren DiffM 44 193 0 13 Jul 2022
Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization Lorenzo Pacchiardi Ritabrata Dutta TPM BDL UQCV GAN 21 18 0 31 May 2022
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization Lorenzo Pacchiardi Rilwan A. Adewoyin P. Dueben Ritabrata Dutta AI4TS 15 21 0 15 Dec 2021
Quantifying point cloud realism through adversarially learned latent representations Larissa T. Triess David Peter Stefan A. Baur J. Marius Zöllner 3DPC 24 2 0 24 Sep 2021
Scenario generation for market risk models using generative neural networks Solveig Flaig Gero Junike GAN 24 10 0 21 Sep 2021
FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videos Sanchita Ghose John J. Prevost GAN 19 26 0 20 Jul 2021
Mini-batch graphs for robust image classification Arnab Kumar Mondal V. Jain K. Siddiqi OOD 33 6 0 22 Apr 2021
Image Modeling with Deep Convolutional Gaussian Mixture Models A. Gepperth Benedikt Pfülb BDL VLM 23 7 0 19 Apr 2021
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Wei Ping Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 26 1,387 0 21 Sep 2020
What makes fake images detectable? Understanding properties that generalize Lucy Chai David Bau Ser-Nam Lim Phillip Isola AAML WIGM 30 300 0 24 Aug 2020
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization Zhiwen Zuo Lei Zhao Zhizhong Wang Haibo Chen Ailin Li Qijiang Xu Wei Xing Dongming Lu GAN 32 0 0 08 Aug 2020
Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser Zahra Kadkhodaie Eero P. Simoncelli 19 81 0 27 Jul 2020
Optimal Bayesian estimation of Gaussian mixtures with growing number of components Ilsang Ohn Lizhen Lin 39 17 0 17 Jul 2020
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization Jen-Yu Liu Yu-Hua Chen Yin-Cheng Yeh Yi-Hsuan Yang GAN 27 35 0 18 May 2020
The Usual Suspects? Reassessing Blame for VAE Posterior Collapse Bin Dai Ziyu Wang David Wipf DRL 14 75 0 23 Dec 2019
Image-Adaptive GAN based Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes GAN 6 89 0 12 Jun 2019
GDPP: Learning Diverse Generations Using Determinantal Point Process Mohamed Elfeki Camille Couprie M. Rivière Mohamed Elhoseiny 26 64 0 30 Nov 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 238 3,190 0 30 Oct 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 233 2,545 0 25 Jan 2016