Concepedia

Honglak Lee

HL

172

Publications

36.5K

Citations

79

H-Index

2005

Active since

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 engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningComputer ScienceData ScienceComputer VisionImage AnalysisMachine VisionRobot LearningPattern Recognition

Publications per year

2005–2024

172

Publications

172

An analysis of single-layer networks in unsupervised feature learning

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

Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations

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

Convolutional Neural Network, Engineering, Machine Learning +20

Multimodal Deep Learning

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

Learning structured output representation using deep conditional generative models

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

Natural Language Processing, Structured Output Prediction, Structured Prediction +15

Deep learning for detecting robotic grasps

Ian Lenz, Honglak Lee, Ashutosh Saxena · The International Journal of Robotics Research · 2015 · 1.6K citations

Convolutional Neural Network, Machine Vision, Machine Learning +15

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