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Honglak Lee — most-cited papers & profile · AI for Code
← authors
·
overview
Honglak Lee
65
papers ·
4579
citations ·
85
h-index
University of Michigan
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Generative Adversarial Text to Image Synthesis
2016 · 1434 citations
Learning Latent Dynamics for Planning from Pixels
2018 · 368 citations
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision
2016 · 312 citations
Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis
2016 · 275 citations
Data-Efficient Hierarchical Reinforcement Learning
2018 · 265 citations
Learning What and Where to Draw
2016 · 210 citations
Control of Memory, Active Perception, and Action in Minecraft
2016 · 172 citations
Artificial-intelligence-based molecular classification of diffuse gliomas using rapid, label-free optical imaging
2023 · 170 citations
Learning Deep Representations of Fine-grained Visual Descriptions
2016 · 146 citations
Diversity-Sensitive Conditional Generative Adversarial Networks
2019 · 126 citations
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning
2017 · 114 citations
Deep Variational Canonical Correlation Analysis
2016 · 99 citations
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
2018 · 97 citations
Near-Optimal Representation Learning for Hierarchical Reinforcement Learning
2018 · 63 citations
Pure Transformers are Powerful Graph Learners
2022 · 57 citations
Topics
Exploration
Model-Based RL
Meta-RL
Value-Based
Game AI
GANs
Manipulation
Offline RL
Object Detection
Policy Gradient