Search Results for author: Vibhu Dalal

Found 2 papers, 1 papers with code

Short-Time Fourier Transform for deblurring Variational Autoencoders

1 code implementation6 Jan 2024 Vibhu Dalal

Variational Autoencoders (VAEs) are powerful generative models, however their generated samples are known to suffer from a characteristic blurriness, as compared to the outputs of alternative generating techniques.

Deblurring

Dataset Distillation via the Wasserstein Metric

no code implementations30 Nov 2023 Haoyang Liu, Yijiang Li, Tiancheng Xing, Vibhu Dalal, Luwei Li, Jingrui He, Haohan Wang

Dataset Distillation (DD) emerges as a powerful strategy to encapsulate the expansive information of large datasets into significantly smaller, synthetic equivalents, thereby preserving model performance with reduced computational overhead.

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