Maciej Sypetkowski
4 papers · 2024–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
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Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(34)
Conferences
NIPS (2)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
foundation model
(2)
drug discovery
(2)
self-supervised learning
(1)
molecular graph
(1)
masked autoencoder
(1)
weakly supervised
(1)
scaling behavior
(1)
zero-shot retrieval
(1)
graph neural network
(1)
microscopy image
(1)
molecular structure
(1)
microscopy imaging
(1)
cellular biology
(1)
contrastive learning
(1)
phenomic experiment
(1)
vision transformer
(1)
Papers
On the Scalability of GNNs for Molecular Graphs
NIPS 2024
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval
NIPS 2024
Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology
CVPR 2024
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets
ICLR 2024