Molecule-Morphology Contrastive Pretraining for Transferable Molecular
Representation

v1v2 (latest)

Molecule-Morphology Contrastive Pretraining for Transferable Molecular Representation

27 April 2023

Cuong Q. Nguyen

Dante A. Pertusi

ArXiv (abs)PDF HTML

Papers citing "Molecule-Morphology Contrastive Pretraining for Transferable Molecular Representation"

7 / 7 papers shown

Title
Out-of-distribution evaluations of channel agnostic masked autoencoders in fluorescence microscopy Christian John Hurry Jinjie Zhang Olubukola Ishola Emma Slade Cuong Q. Nguyen OOD OODD 91 0 0 24 Mar 2025
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval Philip Fradkin Puria Azadi Karush Suri Frederik Wenkel A. Bashashati Maciej Sypetkowski Dominique Beaini 87 5 0 10 Sep 2024
Cell Morphology-Guided Small Molecule Generation with GFlowNets Stephen Zhewen Lu Ziqing Lu Ehsan Hajiramezanali Tommaso Biancalani Yoshua Bengio Gabriele Scalia Michał Koziarski 82 3 0 09 Aug 2024
Learning Molecular Representation in a Cell Gang Liu Srijit Seal John Arevalo Zhenwen Liang Anne E Carpenter Meng Jiang Shantanu Singh 106 4 0 17 Jun 2024
Morphological Profiling for Drug Discovery in the Era of Deep Learning Qiaosi Tang R. Ratnayake Gustavo Seabra Zhe Jiang Ruogu Fang ... Tamer Kahveci Jiang Bian Chenglong Li H. Luesch Yanjun Li 85 4 0 13 Dec 2023
Removing Biases from Molecular Representations via Information Maximization Chenyu Wang Sharut Gupta Caroline Uhler Tommi Jaakkola 78 5 0 01 Dec 2023
Weakly supervised cross-modal learning in high-content screening Gabriel Watkinson Ethan O. Cohen Nicolas Bourriez Ihab Bendidi Guillaume Bollot Auguste Genovesio 72 4 0 08 Nov 2023