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Fair Latent Deep Generative Models (FLDGM) for Syntax-agnostic and Fair Synthetic Data Generation
Resmi Ramachandranpillai, Md Fahim Sikder, Fredrik Heintz
Poster
TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transformer
Md Fahim Sikder, Fredrik Heintz
Poster
Synthesizing Longer and Higher-Fidelity Time-Series Data Using Generative Adversarial Networks
Md Fahim Sikder, David Bergström, Resmi Ramachandranpillai, Fredrik Heintz
Bias Transforming Generative Adversarial Networks (Bt-GAN)
Resmi Ramachandranpillai, Md Fahim Sikder, David Bergström, Fredrik Heintz
Measuring the Fairness, Privacy and Accuracy of Time-Series Generative Models - A Survey
David Bergström, Md Fahim Sikder, Sania Partovian, Resmi Ramachandranpillai, Mattias Tiger, Fredrik Heintz