2 papers
cs.LG2026
Dataset Distillation as Pushforward Optimal Quantization
Hong Ye Tan, Emma Slade
Dataset distillation aims to find a synthetic training set such that training on the synthetic data achieves similar performance to training on real data, with orders of magnitude…
cs.LG2025
Out-of-distribution evaluations of channel agnostic masked autoencoders in fluorescence microscopy
Christian John Hurry, Jinjie Zhang, Olubukola Ishola +2
Developing computer vision for high-content screening is challenging due to various sources of distribution-shift caused by changes in experimental conditions, perturbagens, and fl…