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Found 6 papers, 4 papers with code
Leak Proof CMap; a framework for training and evaluation of cell line agnostic L1000 similarity methods
The Connectivity Map (CMap) is a large publicly available database of cellular transcriptomic responses to chemical and genetic perturbations built using a standardized acquisition protocol known as the L1000 technique.
Molecule-Morphology Contrastive Pretraining for Transferable Molecular Representation
Image-based profiling techniques have become increasingly popular over the past decade for their applications in target identification, mechanism-of-action inference, and assay development.
Enhancing Few-shot Image Classification with Cosine Transformer
This might result in a significant difference between support and query samples, therefore undermining the performance of few-shot algorithms.
Epigenomic language models powered by Cerebras
Learning effective representations of DNA sequences using large genomic sequence corpuses may accelerate the development of models of gene regulation and function through transfer learning.
Meta-Learning GNN Initializations for Low-Resource Molecular Property Prediction
Building $\textit{in silico}$ models to predict chemical properties and activities is a crucial step in drug discovery.
Meta-Learning Initializations for Low-Resource Drug Discovery
Building in silico models to predict chemical properties and activities is a crucial step in drug discovery.
