Daniel Smilkov

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 10

Top Topics

Spatially Adaptive

Learning Models

Interactive Visualization

Content Based Image

Top Venues

npj Digit. Medicine

Publications

Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang, Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry, Charles Nicholson, Sandeep N. Gupta, Sarah Sirajuddin, D. Sculley, Rajat Monga, Greg Corrado, Fernanda B. Viégas, Martin Wattenberg
TensorFlow.js: Machine Learning For The Web and Beyond. MLSys (2019)
Narayan Hegde, Jason D. Hipp, Yun Liu, Michael Emmert-Buck, Emily Reif, Daniel Smilkov, Michael Terry, Carrie J. Cai, Mahul B. Amin, Craig H. Mermel, Philip Q. Nelson, Lily H. Peng, Gregory S. Corrado, Martin C. Stumpe
Similar image search for histopathology: SMILY. npj Digit. Medicine 2 (2019)
Narayan Hegde, Jason D. Hipp, Yun Liu, Michael E. Buck, Emily Reif, Daniel Smilkov, Michael Terry, Carrie J. Cai, Mahul B. Amin, Craig H. Mermel, Philip Q. Nelson, Lily H. Peng, Gregory S. Corrado, Martin C. Stumpe
Similar Image Search for Histopathology: SMILY. CoRR (2019)
Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang, Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry, Charles Nicholson, Sandeep N. Gupta, Sarah Sirajuddin, D. Sculley, Rajat Monga, Greg Corrado, Fernanda B. Viégas, Martin Wattenberg
TensorFlow.js: Machine Learning for the Web and Beyond. CoRR (2019)
Carrie J. Cai, Emily Reif, Narayan Hegde, Jason D. Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda B. Viégas, Gregory S. Corrado, Martin C. Stumpe, Michael Terry
Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making. CoRR (2019)
Carrie J. Cai, Emily Reif, Narayan Hegde, Jason D. Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda B. Viégas, Gregory S. Corrado, Martin C. Stumpe, Michael Terry
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making. CHI (2019)
Kanit Wongsuphasawat, Daniel Smilkov, James Wexler, Jimbo Wilson, Dandelion Mané, Doug Fritz, Dilip Krishnan, Fernanda B. Viégas, Martin Wattenberg
Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Daniel Smilkov, Nikhil Thorat, Been Kim, Fernanda B. Viégas, Martin Wattenberg
SmoothGrad: removing noise by adding noise. CoRR (2017)
Daniel Smilkov, Shan Carter, D. Sculley, Fernanda B. Viégas, Martin Wattenberg
Direct-Manipulation Visualization of Deep Networks. CoRR (2017)
Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Viégas, Martin Wattenberg
Embedding Projector: Interactive Visualization and Interpretation of Embeddings. CoRR (2016)
Daniel Smilkov, César A. Hidalgo, Ljupco Kocarev
Beyond network structure: How heterogenous susceptibility modulates the spread of epidemics. CoRR (2014)
Daniel Smilkov, Ljupco Kocarev
Rich-club and page-club coefficients for directed graphs CoRR (2011)
Angel Stanoev, Daniel Smilkov, Ljupco Kocarev
Identifying communities by influence dynamics in social networks CoRR (2011)
Daniel Smilkov, Ljupco Kocarev
Analytically solvable processes on networks CoRR (2011)
Han Zhao, Daniel Smilkov, Paolo Dettori, Julio Nogima, Frank Schaffa, Peter H. Westerink, Chai Wah Wu
A Feasibility Study of Collaborative Stream Routing in Peer-to-Peer Multiparty Video Conferencing. ISM (2011)
Daniel Smilkov, Ljupco Kocarev
The influence of the network topology on epidemic spreading CoRR (2011)
Daniel Smilkov, Han Zhao, Paolo Dettori, Julio Nogima, Frank Schaffa, Peter H. Westerink, Chai Wah Wu
Non-intrusive Adaptive Multi-media Routing in Peer-to-Peer Multi-party Video Conferencing. ISM (2010)