A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features

Ihab Bendidi; Yassir El Mesbahi; Alisandra Kaye Denton; Karush Suri; Kian Kenyon-Dean; Auguste Genovesio; Emmanuel Noutahi

2025 ICML ICML 2025

A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Ihab Bendidi, Yassir El Mesbahi, Alisandra Kaye Denton, Karush Suri, Kian Kenyon-Dean, Auguste Genovesio, Emmanuel Noutahi

Topics

Artificial Intelligence > Core AI > Multimodal Learning Machine Learning > Application Areas > Domain Adaptation Deep Learning > Learning Types > Multimodal Learning

Keywords

knowledge distillation cross-modal alignment foundation model morphological feature perturbation embedding augmentation weakly paired datasets

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