Kian Kenyon-Dean

22 papers A* 5B 1Journal 13Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features. ICML Ihab Bendidi, Yassir El Mesbahi, Alisandra Kaye Denton, Karush Suri, Kian Kenyon-Dean, Auguste Genovesio, Emmanuel Noutahi
2025	J	`jnl`	A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features. CoRR Ihab Bendidi, Yassir El Mesbahi, Alisandra Kaye Denton, Karush Suri, Kian Kenyon-Dean, Auguste Genovesio, Emmanuel Noutahi
2025	J	`jnl`	RxRx3-core: Benchmarking drug-target interactions in High-Content Microscopy. CoRR Oren Kraus, Federico Comitani, John Urbanik, Kian Kenyon-Dean, Lakshmanan Arumugam, Saber Saberian, Cas Wognum, Safiye Celik, Imran S. Haque
2025	A*	`conf`	Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models. ICML Konstantin Donhauser, Kristina Ulicna, Gemma E. Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason S. Hartford
2025	A*	`conf`	ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy. ICML Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason S. Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Juan Sebastián Rodríguez Vera, Marta M. Fay, Imran S. Haque, Oren Kraus
2024	J	`jnl`	Benchmarking Transcriptomics Foundation Models for Perturbation Analysis : one PCA still rules them all. CoRR Ihab Bendidi, Shawn Whitfield, Kian Kenyon-Dean, Hanene Ben Yedder, Yassir El Mesbahi, Emmanuel Noutahi, Alisandra Kaye Denton
2024	A*	`conf`	Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology. CVPR Oren Kraus, Kian Kenyon-Dean, Saber Saberian, Maryam Fallah, Peter McLean, Jess Leung, Vasudev Sharma, Ayla Khan, Jia Balakrishnan, Safiye Celik, Dominique Beaini, Maciej Sypetkowski, Chi Vicky Cheng, Kristen Morse, Maureen Makes, Ben Mabey, Berton Earnshaw
2024	J	`jnl`	Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology. CoRR Oren Kraus, Kian Kenyon-Dean, Saber Saberian, Maryam Fallah, Peter McLean, Jess Leung, Vasudev Sharma, Ayla Khan, Jia Balakrishnan, Safiye Celik, Dominique Beaini, Maciej Sypetkowski, Chi Vicky Cheng, Kristen Morse, Maureen Makes, Ben Mabey, Berton Earnshaw
2024	J	`jnl`	Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models. CoRR Konstantin Donhauser, Kristina Ulicna, Gemma E. Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason S. Hartford
2024	J	`jnl`	ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy. CoRR Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason S. Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Marta M. Fay, Juan Sebastián Rodríguez Vera, Imran S. Haque, Oren Kraus
2023	J	`jnl`	Masked autoencoders are scalable learners of cellular morphology. CoRR Oren Kraus, Kian Kenyon-Dean, Saber Saberian, Maryam Fallah, Peter McLean, Jess Leung, Vasudev Sharma, Ayla Khan, Jia Balakrishnan, Safiye Celik, Maciej Sypetkowski, Chi Vicky Cheng, Kristen Morse, Maureen Makes, Ben Mabey, Berton Earnshaw
2020	—	`conf`	Deconstructing word embedding algorithms. EMNLP (1) Kian Kenyon-Dean, Edward Newell, Jackie Chi Kit Cheung
2020	J	`jnl`	Deconstructing word embedding algorithms. CoRR Kian Kenyon-Dean, Edward Newell, Jackie Chi Kit Cheung
2020	B	`conf`	Learning Efficient Task-Specific Meta-Embeddings with Word Prisms. COLING Jingyi He, Konstantinos C. Tsiolis, Kian Kenyon-Dean, Jackie Chi Kit Cheung
2020	J	`jnl`	Learning Efficient Task-Specific Meta-Embeddings with Word Prisms. CoRR Jingyi He, Konstantinos C. Tsiolis, Kian Kenyon-Dean, Jackie Chi Kit Cheung
2019	J	`jnl`	Deconstructing and reconstructing word embedding algorithms. CoRR Edward Newell, Kian Kenyon-Dean, Jackie Chi Kit Cheung
2019	J	`jnl`	Word Embedding Algorithms as Generalized Low Rank Models and their Canonical Form. CoRR Kian Kenyon-Dean
2018	J	`jnl`	Clustering-Oriented Representation Learning with Attractive-Repulsive Loss. CoRR Kian Kenyon-Dean, Andre Cianflone, Lucas Page-Caccia, Guillaume Rabusseau, Jackie Chi Kit Cheung, Doina Precup
2018	—	`conf`	Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization. *SEM@NAACL-HLT Kian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup
2018	J	`jnl`	Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization. CoRR Kian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup
2018	—	`conf`	Sentiment Analysis: It's Complicated! NAACL-HLT Kian Kenyon-Dean, Eisha Ahmed, Scott Fujimoto, Jeremy Georges-Filteau, Christopher Glasz, Barleen Kaur, Auguste Lalande, Shruti Bhanderi, Robert Belfer, Nirmal Kanagasabai, Roman Sarrazingendron, Rohit Verma, Derek Ruths
2016	A*	`conf`	Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused Algorithms. EMNLP Kian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup