Nikhil Naik

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Ramesh RaskarAssociate Professor, MIT Media LabVerified email at mit.edu
Otkrist GuptaVP of Engineering and Data Science at LendbuzzVerified email at lendbuzz.com
Cesar A. HidalgoCenter for Collective Learning, ANITI, TSE, Universities of Toulouse, Manchester, & HarvardVerified email at tse-fr.eu
Ali MadaniSalesforce ResearchVerified email at berkeley.edu
Richard Socheryou.comVerified email at stanford.edu
Abhimanyu DubeyFacebook AI ResearchVerified email at fb.com
Bowen BakerOpenAIVerified email at openai.com
Scott Duke KominersMBA Class of 1960 Associate Professor, Harvard Business School & Department of Economics, HarvardVerified email at fas.harvard.edu
Nitish Shirish KeskarSalesforce ResearchVerified email at salesforce.com
Andre EstevaHead of Medical AI, SalesforceVerified email at salesforce.com
Ramprasaath R. SelvarajuSalesforce ResearchVerified email at vt.edu
Devi ParikhGeorgia Tech, Facebook AI ResearchVerified email at gatech.edu
Jeff DeanGoogle Senior Fellow & SVP, Google Research and HealthVerified email at google.com
Kavita BalaCornell UniversityVerified email at cs.cornell.edu
Caiming XiongSalesforce ResearchVerified email at salesforce.com
David C. ParkesGeorge F. Colony Professor of Computer Science, Harvard UniversityVerified email at eecs.harvard.edu
Gordon WetzsteinStanford University, Electrical Engineering DepartmentVerified email at stanford.edu
Dan RavivFaculty, School of Electrical Engineering, Faculty of Engineering, Tel Aviv UniversityVerified email at tauex.tau.ac.il
Justin JohnsonAssistant Professor, University of Michigan; Visiting Scientist, Facebook AI ResearchVerified email at umich.edu
Rahul SukthankarGoogle ResearchVerified email at google.com

Nikhil Naik

Salesforce Research, MIT

Verified email at mit.edu - Homepage

Computer Vision Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Designing neural network architectures using reinforcement learning B Baker, O Gupta, N Naik, R Raskar ICLR, 2017	1230	2017
Streetscore-predicting the perceived safety of one million streetscapes N Naik, J Philipoom, R Raskar, C Hidalgo IEEE Conference on Computer Vision and Pattern Recognition Workshops, 779-785, 2014	357	2014
Accelerating neural architecture search using performance prediction B Baker, O Gupta, R Raskar, N Naik ICLR Workshops, 2018	283	2018
Big data and big cities: The promises and limitations of improved measures of urban life EL Glaeser, SD Kominers, M Luca, N Naik Economic Inquiry 56 (1), 114-137, 2018	274	2018
Deep learning the city: Quantifying urban perception at a global scale A Dubey, N Naik, D Parikh, R Raskar, CA Hidalgo European conference on computer vision, 196-212, 2016	272	2016
Computer vision uncovers predictors of physical urban change N Naik, SD Kominers, R Raskar, EL Glaeser, CA Hidalgo Proceedings of the National Academy of Sciences 114 (29), 7571-7576, 2017	222*	2017
Deep learning-enabled medical computer vision A Esteva, K Chou, S Yeung, N Naik, A Madani, A Mottaghi, Y Liu, E Topol, ... npj Digital Medicine 4 (1), 1-9, 2021	170	2021
Green streets− Quantifying and mapping urban trees with street-level imagery and computer vision I Seiferling, N Naik, C Ratti, R Proulx Landscape and Urban Planning 165, 93-101, 2017	161	2017
Pairwise confusion for fine-grained visual classification A Dubey, O Gupta, P Guo, R Raskar, R Farrell, N Naik Proceedings of the European conference on computer vision (ECCV), 70-86, 2018	157	2018
Single view reflectance capture using multiplexed scattering and time-of-flight imaging N Naik, S Zhao, A Velten, R Raskar, K Bala Proceedings of the 2011 SIGGRAPH Asia Conference, 1-10, 2011	116	2011
Progen: Language modeling for protein generation A Madani, B McCann, N Naik, NS Keskar, N Anand, RR Eguchi, ... arXiv preprint arXiv:2004.03497, 2020	110	2020
Maximum-entropy fine-grained classification A Dubey, O Gupta, R Raskar, N Naik Neural Information Processing Systems (NeurIPS), 2018	94	2018
A light transport model for mitigating multipath interference in time-of-flight sensors N Naik, A Kadambi, C Rhemann, S Izadi, R Raskar, S Bing Kang IEEE Conference on Computer Vision and Pattern Recognition, 73-81, 2015	91*	2015
Cities are physical too: Using computer vision to measure the quality and impact of urban appearance N Naik, R Raskar, CA Hidalgo American Economic Review 106 (5), 128-32, 2016	84	2016
The ai economist: Improving equality and productivity with ai-driven tax policies S Zheng, A Trott, S Srinivasa, N Naik, M Gruesbeck, DC Parkes, R Socher arXiv preprint arXiv:2004.13332, 2020	78	2020
Are safer looking neighborhoods more lively?: A multimodal investigation into urban life M De Nadai, RL Vieriu, G Zen, S Dragicevic, N Naik, M Caraviello, ... ACM Multimedia Conference, 1127-1135, 2016	59	2016
Deep learning-enabled breast cancer hormonal receptor status determination from base-level H&E stains N Naik, A Madani, A Esteva, NS Keskar, MF Press, D Ruderman, DB Agus, ... Nature communications 11 (1), 1-8, 2020	54	2020
Frequency analysis of transient light transport with applications in bare sensor imaging D Wu, G Wetzstein, C Barsi, T Willwacher, M O’Toole, N Naik, Q Dai, ... European Conference on Computer Vision, 542-555, 2012	48	2012
Deep neural language modeling enables functional protein generation across families A Madani, B Krause, ER Greene, S Subramanian, BP Mohr, JM Holton, ... bioRxiv, 2021	25	2021
Casting your model: Learning to localize improves self-supervised representations RR Selvaraju, K Desai, J Johnson, N Naik IEEE/CVF Conference on Computer Vision and Pattern Recognition, 11058-11067, 2021	24	2021

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