Kevin P. Murphy
Research Areas
Authored Publications
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SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
Zhiruo Wang
Yonatan Bisk
Alex Hauptmann
Lu Jiang
NeurIPS (2023)
Plex: Towards Reliability using Pretrained Large Model Extensions
Du Phan
Mark Patrick Collier
Zi Wang
Zelda Mariet
Clara Huiyi Hu
Neil Band
Tim G. J. Rudner
Karan Singhal
Joost van Amersfoort
Andreas Christian Kirsch
Rodolphe Jenatton
Honglin Yuan
Kelly Buchanan
D. Sculley
Yarin Gal
ICML 2022 Pre-training Workshop (2022)
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
Ines Chami
Sami Abu-El-Haija
Chris Ré
Journal of Machine Learning Research, 23 (2022), pp. 1-64
COVID-19 Open-Data: a global-scale spatially granular meta-dataset for coronavirus disease
Oscar Wahltinez
Aurora Cheung
Ruth Alcantara
Donny Cheung
Mayank Daswani
Anthony Erlinger
Matt Lee
Pranali Yawalkar
Paula Lê
Ofir Picazo Navarro
Scientific Data (2022)
Model-Based Reinforcement Learning for Biological Sequence Design
David Dohan
Ramya Deshpande
ICLR 2020 (2020)
Population Based Optimization for Biological Sequence Design
Zelda Mariet
David Martin Dohan
D. Sculley
ICML 2020 (2020)
