Concepedia

David Bau

DB

34

Publications

3.4K

Citations

24

H-Index

2008

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Northeastern University

Universidad del Noreste

Carnegie Mellon University

IBM (United States)

David Bau is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringMachine LearningComputer ScienceData ScienceDeep LearningComputer VisionNatural Language ProcessingImage AnalysisMachine VisionSynthetic Image Generation

Publications per year

2008–2024

34

Publications

34

Understanding the role of individual units in a deep neural network

David Bau, Jun-Yan Zhu, Hendrik Strobelt et al. · Proceedings of the National Academy of Sciences · 2020 · 370 citations · Full text

Interpreting Deep Visual Representations via Network Dissection

Bolei Zhou, David Bau, Aude Oliva et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 322 citations

Geometric Learning, Convolutional Neural Network, Engineering +17

Learnable programming

David Bau, Jeff Gray, Caitlin Kelleher et al. · Communications of the ACM · 2017 · 309 citations

Engineering, Design, User Experience +11

Explaining Explanations: An Overview of Interpretability of Machine Learning

Leilani H. Gilpin, David Bau, Ben Z. Yuan et al. · 2018 · 278 citations · Full text

Artificial Intelligence, Natural Language Processing, Cognitive Science +14

GAN Dissection: Visualizing and Understanding Generative Adversarial\n Networks

David Bau, Jun-Yan Zhu, Hendrik Strobelt et al. · arXiv (Cornell University) · 2018 · 217 citations · Full text

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