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
LN TrefethenProfessor of Applied Mathematics in Residence, Harvard UniversityVerified email at seas.harvard.edu
Hendrik StrobeltIBM Research / MIT-IBM Watson AI LabVerified email at strobelt.com
Aude OlivaSenior Research Scientist, CSAIL, MIT Director MIT-IBM Lab, MIT College Director IndustryVerified email at mit.edu
Leilani H. GilpinUC Santa CruzVerified email at ucsc.edu
Lalana KagalMassachusetts Institute of TechnologyVerified email at csail.mit.edu
Michael A. SpecterAssistant Professor @ Georgia Tech | Prev.: EECS PhD from MITVerified email at mit.edu
Alex AndonianPhD Student in EECS, MITVerified email at mit.edu
Aditya KhoslaCTO, Iterative HealthVerified email at iterative.health
Joshua B. TenenbaumMITVerified email at mit.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Yonatan BelinkovTechnionVerified email at technion.ac.il
Bill PeeblesResearch Scientist at OpenAIVerified email at openai.com
Jonas WulffPostdoctoral Researcher, MIT CSAILVerified email at csail.mit.edu
Kevin MengMassachusetts Institute of TechnologyVerified email at csail.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
Joanna MaterzynskaMITVerified 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 Siam, 2022	6770	2022
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	2462*	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	1485	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	528	2019
Determining advertisements using user behavior information such as past navigation information D Bau US Patent App. 10/955,828, 2006	355	2006
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	354	2020
Learnable programming: blocks and beyond D Bau, J Gray, C Kelleher, J Sheldon, F Turbak Communications of the ACM 60 (6), 72-80, 2017	337	2017
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	301	2018
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	290	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	288	2019
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	280	2018
Locating and editing factual associations in GPT K Meng, D Bau, A Andonian, Y Belinkov Advances in Neural Information Processing Systems 35, 17359-17372, 2022	265*	2022
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
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	204	2015
What makes fake images detectable? understanding properties that generalize L Chai, D Bau, SN Lim, P Isola Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020	191	2020
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	175	2010
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	146	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	127	2009
Revisiting the importance of individual units in cnns via ablation B Zhou, Y Sun, D Bau, A Torralba arXiv preprint arXiv:1806.02891, 2018	113	2018
Method and system for proxy-based file sharing G Burd, D Bau, R Chavez US Patent App. 11/173,392, 2007	113	2007

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