David Bau

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Antonio TorralbaProfessor of Computer Science, MITVerified email at csail.mit.edu
Bolei ZhouAssistant Professor at The Chinese University of Hong KongVerified email at ie.cuhk.edu.hk
Jun-Yan ZhuAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
LN TrefethenProfessor of Numerical Analysis, University of OxfordVerified email at maths.ox.ac.uk
Hendrik StrobeltIBM Research / MIT-IBM Watson AI LabVerified email at strobelt.com
Aude OlivaSenior Research Scientist, MIT; MIT Director MIT-IBM Watson AI Lab; Director MIT Quest CorporateVerified email at mit.edu
Joshua B. TenenbaumMITVerified email at mit.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Bill PeeblesUC BerkeleyVerified email at berkeley.edu
Aditya KhoslaCo-founder and CTO, PathAIVerified email at pathai.com
Leilani H. GilpinSony AIVerified email at mit.edu
Lalana KagalMassachusetts Institute of TechnologyVerified email at csail.mit.edu
Michael A. SpecterPhD Candidate in Electrical Engineering and Computer Science, Massachusetts Institute of TechnologyVerified email at mit.edu
Gunes ErkanGoogle Inc.Verified email at umich.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
Yiyou SunUniversity of Wisconsin MadisonVerified email at cs.wisc.edu
Jonas WulffPostdoctoral Researcher, MIT CSAILVerified email at csail.mit.edu
Caitlin KelleherWashington University in St. LouisVerified email at cse.wustl.edu

David Bau

PhD Student at MIT

Verified email at mit.edu - Homepage

Computer Vision Machine Learning 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	5539	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	729	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	716	2017
Determining advertisements using user behavior information such as past navigation information D Bau US Patent App. 10/955,828, 2006	309	2006
Visualizing and Understanding GANs D Bau, JY Zhu, H Strobelt, B Zhou, JB Tenenbaum, WT Freeman, ...	217*	2019
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	207	2008
Learnable programming: blocks and beyond D Bau, J Gray, C Kelleher, J Sheldon, F Turbak Communications of the ACM 60 (6), 72-80, 2017	179	2017
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	165	2010
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	129	2018
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	115	2009
Reusable software controls K Marvin, D Read, D Bau US Patent App. 10/780,466, 2004	113	2004
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	107	2015
Marshaling and un-marshaling data types in XML and Java D Bau US Patent 7,650,591, 2010	106	2010
Method and system for proxy-based file sharing G Burd, D Bau, R Chavez US Patent App. 11/173,392, 2007	104	2007
Semantic photo manipulation with a generative image prior D Bau, H Strobelt, W Peebles, B Zhou, JY Zhu, A Torralba arXiv preprint arXiv:2005.07727, 2020	95	2020
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	95	2018
Iterative software development environment with prioritized build rules KE Vasilik, D Bau III, RA Chavez US Patent 6,922,827, 2005	86	2005
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	76	2019
Presenting quick list of contacts to communication application user D Bau, JD Perlow US Patent 8,392,836, 2013	74	2013
Large scale learning and recognition of faces in web videos M Zhao, J Yagnik, H Adam, D Bau 2008 8th IEEE International Conference on Automatic Face & Gesture …, 2008	70	2008

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