David Bau

Cited by

	All	Since 2018
Citations	16189	10105
h-index	36	31
i10-index	62	48

2500

1250

625

1875

199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202347 61 76 108 118 141 185 210 275 303 362 426 424 448 517 527 558 489 631 763 1073 1674 2092 2467 2013

Public access

View all

14 articles

0 articles

available

not available

Based on funding mandates

Co-authors

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 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, 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 Massachusetts Institute of TechnologyVerified 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
Alex AndonianPhD Student in EECS, MITVerified email at mit.edu
Bill PeeblesResearch Scientist at OpenAIVerified email at openai.com
Jonas WulffPostdoctoral Researcher, MIT CSAILVerified email at csail.mit.edu
Yonatan BelinkovTechnionVerified email at technion.ac.il
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
Kevin MengMassachusetts Institute of TechnologyVerified email at csail.mit.edu
Yiyou SunUniversity of Wisconsin MadisonVerified email at cs.wisc.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	6677	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	2130	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	1416	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	505	2019
Determining advertisements using user behavior information such as past navigation information D Bau US Patent App. 10/955,828, 2006	361	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	322	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	321	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	290	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	280	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	273	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	267	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	209	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	207	2015
Explaining explanations: An approach to evaluating interpretability of machine learning LH Gilpin, D Bau, BZ Yuan, A Bajwa, M Specter, L Kagal arXiv preprint arXiv:1806.00069, 118, 2018	203	2018
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	177	2010
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	175*	2022
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	171	2020
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	142	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	128	2009
Reusable software controls K Marvin, D Read, D Bau US Patent App. 10/780,466, 2004	114	2004

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors