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20192026
most citedTime Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence

21 citations · 21 across the 3 of their papers we have counts for

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cs.CV2024

Diffusion Soup: Model Merging for Text-to-Image Diffusion Models

Benjamin Biggs, Arjun Seshadri, Yang Zou +6

We present Diffusion Soup, a compartmentalization method for Text-to-Image Generation that averages the weights of diffusion models trained on sharded data. By construction, our ap…

cs.CV2022

Mixed Differential Privacy in Computer Vision

Aditya Golatkar, Alessandro Achille, Yu-Xiang Wang +3

We introduce AdaMix, an adaptive differentially private algorithm for training deep neural network classifiers using both private and public image data. While pre-training language…