Kian Kenyon-Dean
8 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(4)
Core AI
(4)
Core Methods
(4)
Natural Language Processing
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
genetic perturbation
(2)
foundation model
(2)
vision transformer
(1)
sentiment analysis
(1)
natural language processing
(1)
text classification
(1)
self-supervised learning
(1)
knowledge distillation
(1)
feature representation
(1)
pretraining
(1)
cross-modal alignment
(1)
inference efficiency
(1)
masked autoencoder
(1)
orthogonal transformation
(1)
word embedding
(1)
linear combination
(1)
weakly supervised
(1)
annotation disagreement
(1)
morphological feature
(1)
linear separability
(1)
Papers
A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
ICML 2025
Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models
ICML 2025
ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy
ICML 2025
Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology
CVPR 2024
Deconstructing word embedding algorithms
EMNLP 2020
Learning Efficient Task-Specific Meta-Embeddings with Word Prisms
COLING 2020
Sentiment Analysis: It’s Complicated!
NAACL 2018
Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused Algorithms
EMNLP 2016