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Kian Kenyon-Dean

ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy

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Nov 04, 2024
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Benchmarking Transcriptomics Foundation Models for Perturbation Analysis : one PCA still rules them all

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Oct 17, 2024
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Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology

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Apr 16, 2024
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Masked autoencoders are scalable learners of cellular morphology

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Sep 27, 2023
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Deconstructing word embedding algorithms

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Nov 12, 2020
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Learning Efficient Task-Specific Meta-Embeddings with Word Prisms

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Nov 05, 2020
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Deconstructing and reconstructing word embedding algorithms

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Nov 29, 2019
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Word Embedding Algorithms as Generalized Low Rank Models and their Canonical Form

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Nov 06, 2019
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Clustering-Oriented Representation Learning with Attractive-Repulsive Loss

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Dec 18, 2018
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Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization

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May 28, 2018
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