v1v2 (latest)

FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition

International Joint Conference on Artificial Intelligence (IJCAI), 2024

30 August 2024

Papers citing "FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition"

26 / 26 papers shown

Title
Nepotistically Trained Generative-AI Models Collapse Matyáš Boháček Hany Farid 241 27 0 20 Nov 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 2.6K 17,255 0 27 Feb 2023
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image ClassificationNeural Information Processing Systems (NeurIPS), 2023 I. Ullah Dustin Carrión-Ojeda Sergio Escalera Isabelle M Guyon Mike Huisman F. Mohr Jan N van Rijn Haozhe Sun Joaquin Vanschoren P. Vu VLM 161 42 0 16 Feb 2023
DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder Bjarne Pfitzner B. Arnrich FedML 225 20 0 21 Nov 2022
AudioLM: a Language Modeling Approach to Audio GenerationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Zalan Borsos Raphaël Marinier Damien Vincent Eugene Kharitonov Olivier Pietquin ... Dominik Roblek O. Teboul David Grangier Marco Tagliasacchi Neil Zeghidour AuLLM 344 793 0 07 Sep 2022
Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data Huancheng Chen H. Vikalo FedML 175 18 0 01 Jun 2022
Generative Adversarial NetworksInternational Conference on Computing Communication and Networking Technologies (ICCCNT), 2021 Gilad Cohen Raja Giryes GAN 745 30,270 0 01 Mar 2022
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 4.2K 24,966 0 19 Jun 2020
FedGAN: Federated Generative Adversarial Networks for Distributed Data M. Rasouli Tao Sun Ram Rajagopal FedML 188 164 0 12 Jun 2020
Training Generative Adversarial Networks with Limited DataNeural Information Processing Systems (NeurIPS), 2020 Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 492 2,091 0 11 Jun 2020
Decision-Making with Auto-Encoding Variational BayesNeural Information Processing Systems (NeurIPS), 2020 Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 1.4K 19,430 0 17 Feb 2020
Decentralized Learning of Generative Adversarial Networks from Non-iid Data Ryo Yonetani Tomohiro Takahashi Atsushi Hashimoto Yoshitaka Ushiku 171 26 0 23 May 2019
MD-GAN: Multi-Discriminator Generative Adversarial Networks for Distributed DatasetsIEEE International Parallel and Distributed Processing Symposium (IPDPS), 2018 Corentin Hardy Erwan Le Merrer B. Sericola GAN 217 207 0 09 Nov 2018
Progressive Growing of GANs for Improved Quality, Stability, and VariationInternational Conference on Learning Representations (ICLR), 2017 Tero Karras Timo Aila S. Laine J. Lehtinen GAN 642 8,071 0 27 Oct 2017
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 484 2,271 0 31 Aug 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 662 9,895 0 25 Aug 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 404 1,750 0 03 Jul 2017
PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other ModificationsInternational Conference on Learning Representations (ICLR), 2017 Tim Salimans A. Karpathy Xi Chen Diederik P. Kingma 308 990 0 19 Jan 2017
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 1.1K 11,561 0 15 Sep 2016
Improving Variational Inference with Inverse Autoregressive Flow Diederik P. Kingma Tim Salimans Rafal Jozefowicz Xi Chen Ilya Sutskever Max Welling BDL DRL 433 1,928 0 15 Jun 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 1.3K 9,759 0 10 Jun 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 1.3K 21,083 0 17 Feb 2016
Ladder Variational Autoencoders C. Sønderby T. Raiko Lars Maaløe Søren Kaae Sønderby Ole Winther BDL DRL 412 960 0 06 Feb 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 1.7K 29,589 0 02 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 644 14,731 0 19 Nov 2015
ImageNet Large Scale Visual Recognition ChallengeInternational Journal of Computer Vision (IJCV), 2014 Olga Russakovsky Gaowen Liu Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 2.8K 41,364 0 01 Sep 2014