Daniel Smilkov
Daniel Smilkov
Google
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Smoothgrad: removing noise by adding noise
D Smilkov, N Thorat, B Kim, F Viégas, M Wattenberg
Workshop on Visualization for Deep Learning, ICML, 2017
6072017
Visualizing dataflow graphs of deep learning models in tensorflow
K Wongsuphasawat, D Smilkov, J Wexler, J Wilson, D Mane, D Fritz, ...
IEEE transactions on visualization and computer graphics 24 (1), 1-12, 2017
2352017
Embedding projector: Interactive visualization and interpretation of embeddings
D Smilkov, N Thorat, C Nicholson, E Reif, FB Viégas, M Wattenberg
arXiv preprint arXiv:1611.05469, 2016
942016
Direct-Manipulation Visualization of Deep Networks
D Smilkov, S Carter, D Sculley, FB Viégas, M Wattenberg
International Conference on Machine Learning 48, 2016
902016
Human-centered tools for coping with imperfect algorithms during medical decision-making
CJ Cai, E Reif, N Hegde, J Hipp, B Kim, D Smilkov, M Wattenberg, ...
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems …, 2019
762019
Tensorflow.js: Machine learning for the web and beyond
D Smilkov, N Thorat, Y Assogba, A Yuan, N Kreeger, P Yu, K Zhang, ...
SysML conference, 2019
682019
Identifying communities by influence dynamics in social networks
A Stanoev, D Smilkov, L Kocarev
Physical Review E 84 (4), 046102, 2011
412011
Similar image search for histopathology: SMILY
N Hegde, JD Hipp, Y Liu, M Emmert-Buck, E Reif, D Smilkov, M Terry, ...
NPJ digital medicine 2 (1), 1-9, 2019
362019
Beyond network structure: How heterogenous susceptibility modulates the spread of epidemics
D Smilkov, CA Hidalgo, L Kocarev
Scientific Reports 4, 2014
282014
Influence of the network topology on epidemic spreading
D Smilkov, L Kocarev
Physical Review E 85 (1), 016114, 2012
252012
Vulnerability of labeled networks
D Trpevski, D Smilkov, I Mishkovski, L Kocarev
Physica A: Statistical Mechanics and its Applications 389 (23), 5538-5549, 2010
112010
Rich-club and page-club coefficients for directed graphs
D Smilkov, L Kocarev
Physica A: Statistical Mechanics and its Applications 389 (11), 2290-2299, 2010
102010
Consensus theory in networked systems
A Stanoev, D Smilkov
Consensus and Synchronization in Complex Networks, 1-22, 2013
72013
Generating charts from data in a data table
F Viégas, M Wattenberg, D Smilkov, J Wexler, D Gundrum
US Patent App. 15/719,425, 2018
62018
Non-intrusive Adaptive Multi-media Routing in Peer-to-Peer Multi-party Video Conferencing
D Smilkov, H Zhao, P Dettori, J Nogima, FA Schaffa, P Westerink, CW Wu
Multimedia (ISM), 2010 IEEE International Symposium on, 105-112, 2010
52010
Understanding email communication patterns
D Smilkov
Massachusetts Institute of Technology, 2014
32014
A Feasibility Study of Collaborative Stream Routing in Peer-to-Peer Multiparty Video Conferencing
H Zhao, D Smilkov, P Dettori, J Nogima, FA Schaffa, P Westerink, CW Wu
2011 IEEE International Symposium on Multimedia, 233-240, 2011
32011
Analytically solvable processes on networks
D Smilkov, L Kocarev
Physical Review E 84 (1), 016104, 2011
32011
Similar medical image search
L Peng, M Stumpe, D Smilkov, J Hipp
US Patent App. 16/978,102, 2021
2021
Multimedia conferencing system for determining participant engagement
P Dettori, FA Schaffa, D Smilkov, PH Westerink, CW Wu
US Patent 10,586,131, 2020
2020
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