Concepedia

Honglak Lee

HL

Statistics

Publications

174

Citations

37K

H-Index

80

Active since

2005

Affiliations

University of Michigan(Current)

Google (United States)

Ann Arbor Center for Independent Living

Stanford University

Korea Advanced Institute of Science and Technology

Honglak Lee is an author at University of Michigan specializing in computing, computer science, and machine learning.

ORCID

Publications per year

2005–2024

174

Publications

174

An analysis of single-layer networks in unsupervised feature learning

Adam Coates, Andrew Y. Ng, Honglak Lee · 2011 · 2.5K citations

, , +16

Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations

Honglak Lee, Roger Grosse, Rajesh Ranganath et al. · 2009 · 2.4K citations

, , +15

Multimodal Deep Learning

Jiquan Ngiam, Aditya Khosla, Mingyu Kim et al. · 2011 · 2.3K citations

, , +15

Learning structured output representation using deep conditional generative models

Kihyuk Sohn, Xinchen Yan, Honglak Lee · 2015 · 2.1K citations

, , +16

Deep learning for detecting robotic grasps

Ian Lenz, Honglak Lee, Ashutosh Saxena · The International Journal of Robotics Research · 2015 · 1.7K citations

, , +16

1–5 of 174