Teaching a GAN What Not to Learn

29 October 2020

Papers citing "Teaching a GAN What Not to Learn"

14 / 14 papers shown

Title
ScarceGAN: Discriminative Classification Framework for Rare Class Identification for Longitudinal Data with Weak Prior Surajit Chakrabarty Rukma Talwadker Tridib Mukherjee GAN 60 3 0 02 May 2025
Data Redaction from Conditional Generative Models Zhifeng Kong Kamalika Chaudhuri KELM 16 7 0 18 May 2023
Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks Bowen Tian Qinliang Su Jianxing Yu 23 2 0 03 Feb 2023
Data Redaction from Pre-trained GANs Zhifeng Kong Kamalika Chaudhuri 55 16 0 29 Jun 2022
Mining Multi-Label Samples from Single Positive Labels Youngin Cho Daejin Kim Mohammad Azam Khan Jaegul Choo GAN 21 7 0 12 Jun 2022
RareGAN: Generating Samples for Rare Classes Zinan Lin Hao Liang Giulia Fanti Vyas Sekar GAN 11 9 0 20 Mar 2022
FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection Nikolaos Dionelis Mehrdad Yaghoobi Sotirios A. Tsaftaris OODD 19 4 0 30 Nov 2021
OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary Nikolaos Dionelis Mehrdad Yaghoobi Sotirios A. Tsaftaris OODD 23 6 0 28 Oct 2021
IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance Grace Deng Cuize Han T. Dreossi Clarence Lee David S. Matteson AI4TS 28 8 0 14 Oct 2021
Understanding Instance-based Interpretability of Variational Auto-Encoders Zhifeng Kong Kamalika Chaudhuri TDI 16 27 0 29 May 2021
Label Geometry Aware Discriminator for Conditional Generative Networks Suman Sapkota Bidur Khanal Binod Bhattarai Bishesh Khanal Tae-Kyun Kim GAN 38 0 0 12 May 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 297 10,368 0 12 Dec 2018
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN) S. Bazrafkan Hossein Javidnia Peter Corcoran GAN 19 4 0 01 May 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,190 0 30 Oct 2016