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Honglak Lee | Researchclopedia

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Honglak Lee

Seoul National University ORCID

375

Works

41,028

Citations

84

h-index

182

i10-index

Research Topics

Multimodal Machine Learning Applications Domain Adaptation and Few-Shot Learning Reinforcement Learning in Robotics

Affiliations

Google (United States)2016–2021

Seoul National University2010–2025

University of Massachusetts Amherst2012–2012

University of Michigan–Ann Arbor2011–2025

LG (United States)2023–2024

Top Works

An analysis of single-layer networks in unsupervised feature learning

Adam Coates,Andrew Y. Ng,et al.

20112,457 citations

Generative Adversarial Networks and Image Synthesis

Natural Language Processing Techniques

Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations

Honglak Lee,Roger Grosse,et al.

20092,439 citations

Efficient sparse coding algorithms

Honglak Lee,Alexis Battle,et al.

20072,384 citations

Multimodal Deep Learning

Jiquan Ngiam,Aditya Khosla,et al.

20112,289 citations

Learning structured output representation using deep conditional generative models

Kihyuk Sohn,Xinchen Yan,et al.

20152,131 citations

Deep learning for detecting robotic grasps

Ian Lenz,Honglak Lee,et al.

20151,629 citations

Self-taught learning

Rajat Raina,Alexis Battle,et al.

20071,526 citations

Generative Adversarial Text to Image Synthesis

Scott Reed,Zeynep Akata,et al.

20161,424 citations

Generative Adversarial Text to Image Synthesis

Scott Reed,Zeynep Akata,et al.

20161,084 citations