David Bau

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Antonio TorralbaProfessor of Computer Science, MITVerified email at csail.mit.edu
Bolei ZhouAssistant Professor at UCLAVerified email at ucla.edu
Jun-Yan ZhuAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Hendrik StrobeltIBM Research / MIT-IBM Watson AI LabVerified email at strobelt.com
LN TrefethenProfessor of Numerical Analysis, University of OxfordVerified email at maths.ox.ac.uk
Joshua B. TenenbaumMITVerified email at mit.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Aude OlivaSenior Research Scientist, CSAIL, MIT Director MIT-IBM Lab, MIT College Director IndustryVerified email at mit.edu
Bill PeeblesUC BerkeleyVerified email at berkeley.edu
Jonas WulffPostdoctoral Researcher, MIT CSAILVerified email at csail.mit.edu
Leilani H. GilpinUC Santa CruzVerified email at ucsc.edu
Lalana KagalMassachusetts Institute of TechnologyVerified email at csail.mit.edu
Michael A. SpecterPhD in Electrical Engineering and Computer Science, Massachusetts Institute of TechnologyVerified email at mit.edu
Gunes ErkanGoogle Inc.Verified email at umich.edu
Scott A SafierGoogle (formerly Carnegie Group Inc and Robotics Institute, Carnegie Mellon University)Verified email at google.com
Aditya KhoslaCTO, Iterative ScopesVerified email at iterativescopes.com
Yiyou SunUniversity of Wisconsin MadisonVerified email at cs.wisc.edu
Franklyn A TurbakAssociate Professor of Computer Science, Wellesley CollegeVerified email at wellesley.edu
Jeff GrayProfessor, Department of Computer Science, University of AlabamaVerified email at cs.ua.edu
Josh SheldonVerified email at mit.edu

David Bau

Assistant Professor at Northeastern University

Verified email at northeastern.edu - Homepage

Machine Learning Computer Vision NLP Software Engineering HCI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Numerical linear algebra LN Trefethen, D Bau III Siam, 1997	6178	1997
Explaining explanations: An overview of interpretability of machine learning LH Gilpin, D Bau, BZ Yuan, A Bajwa, M Specter, L Kagal 2018 IEEE 5th International Conference on data science and advanced …, 2018	1654	2018
Network dissection: Quantifying interpretability of deep visual representations D Bau, B Zhou, A Khosla, A Oliva, A Torralba Proceedings of the IEEE conference on computer vision and pattern …, 2017	1121	2017
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks D Bau, JY Zhu, H Strobelt, B Zhou, JB Tenenbaum, WT Freeman, ... International Conference on Learning Representations (ICLR 2019), 2019	365	2019
Determining advertisements using user behavior information such as past navigation information D Bau US Patent App. 10/955,828, 2006	339	2006
Learnable programming: blocks and beyond D Bau, J Gray, C Kelleher, J Sheldon, F Turbak Communications of the ACM 60 (6), 72-80, 2017	254	2017
Semantic photo manipulation with a generative image prior D Bau, H Strobelt, W Peebles, J Wulff, B Zhou, JY Zhu, A Torralba arXiv preprint arXiv:2005.07727, 2020	222	2020
Interpreting deep visual representations via network dissection B Zhou, D Bau, A Oliva, A Torralba IEEE transactions on pattern analysis and machine intelligence 41 (9), 2131-2145, 2018	214	2018
Annotation based development platform for stateful web services D Bau III, A Bosworth, GS Burd, RA Chavez, KW Marvin US Patent 7,437,710, 2008	208	2008
Interpretable basis decomposition for visual explanation B Zhou, Y Sun, D Bau, A Torralba Proceedings of the European Conference on Computer Vision (ECCV), 119-134, 2018	206	2018
Understanding the role of individual units in a deep neural network D Bau, JY Zhu, H Strobelt, A Lapedriza, B Zhou, A Torralba Proceedings of the National Academy of Sciences 117 (48), 30071-30078, 2020	186	2020
Seeing what a gan cannot generate D Bau, JY Zhu, J Wulff, W Peebles, H Strobelt, B Zhou, A Torralba Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019	182	2019
Systems and methods for creating network-based software services using source code annotations K Marvin, D Remy, D Bau, RA Chavez, D Read US Patent 7,707,564, 2010	172	2010
Providing images of named resources in response to a search query D Bau, G Erkan, OA Osman, SA Safier, CYC Lo US Patent 9,026,526, 2015	164	2015
Pencil code: block code for a text world D Bau, DA Bau, M Dawson, CS Pickens Proceedings of the 14th International Conference on Interaction Design and …, 2015	132	2015
Methods and apparatus for building, customizing and using software abstractions of external entities KW Marvin, D Bau III, RA Chavez US Patent 7,516,447, 2009	124	2009
Reusable software controls K Marvin, D Read, D Bau US Patent App. 10/780,466, 2004	113	2004
Method and system for proxy-based file sharing G Burd, D Bau, R Chavez US Patent App. 11/173,392, 2007	109	2007
Marshaling and un-marshaling data types in XML and Java D Bau US Patent 7,650,591, 2010	108	2010
Presenting quick list of contacts to communication application user D Bau, JD Perlow US Patent 8,392,836, 2013	88	2013

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