Nikhil Naik
Nikhil Naik
Salesforce Research
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Designing neural network architectures using reinforcement learning
B Baker, O Gupta, N Naik, R Raskar
ICLR, 2017
8452017
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
2662014
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
2042018
Accelerating neural architecture search using performance prediction
B Baker, O Gupta, R Raskar, N Naik
ICLR Workshops, 2018
1922018
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
1882016
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
178*2017
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
1122011
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
1082017
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
902018
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
78*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
582016
Maximum-entropy fine-grained classification
A Dubey, O Gupta, R Raskar, N Naik
Neural Information Processing Systems (NeurIPS), 2018
522018
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
472016
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
462012
Progen: Language modeling for protein generation
A Madani, B McCann, N Naik, NS Keskar, N Anand, RR Eguchi, ...
arXiv preprint arXiv:2004.03497, 2020
362020
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
242020
Estimating wide-angle, spatially varying reflectance using time-resolved inversion of backscattered light
N Naik, C Barsi, A Velten, R Raskar
JOSA A 31 (5), 957-963, 2014
22*2014
Computer vision and real estate: Do looks matter and do incentives determine looks
EL Glaeser, MS Kincaid, N Naik
National Bureau of Economic Research Working Paper Series, 2018
182018
Pose estimation using time-resolved inversion of diffuse light
D Raviv, C Barsi, N Naik, M Feigin, R Raskar
Optics express 22 (17), 20164-20176, 2014
172014
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
142021
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