Taiga Abe

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 7

Top Topics

Neural Network Ensembles

Top Venues

Trans. Mach. Learn. Res.

Publications

Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss, John P. Cunningham
Pathologies of Predictive Diversity in Deep Ensembles. Trans. Mach. Learn. Res. 2024 (2024)
Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss, John P. Cunningham
Pathologies of Predictive Diversity in Deep Ensembles. CoRR (2023)
Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss, Richard S. Zemel, John P. Cunningham
Deep Ensembles Work, But Are They Necessary? NeurIPS (2022)
Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss, Richard S. Zemel, John P. Cunningham
Deep Ensembles Work, But Are They Necessary? CoRR (2022)
Taiga Abe, D. Higashi, Daiki Nishiyama, Fujio Toriumi, Serge Galam, Akira Ishii
The toilet paper issue during the COVID-19 crisis. WI/IAT (2020)
Eleanor Batty, Matthew R. Whiteway, Shreya Saxena, Dan Biderman, Taiga Abe, Simon Musall, Winthrop Gillis, Jeffrey Markowitz, Anne Churchland, John P. Cunningham, Sandeep R. Datta, Scott W. Linderman, Liam Paninski
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos. NeurIPS (2019)
Alexander Mathis, Pranav Mamidanna, Taiga Abe, Kevin M. Cury, Venkatesh N. Murthy, Mackenzie W. Mathis, Matthias Bethge
Markerless tracking of user-defined features with deep learning. CoRR (2018)
Taiga Abe, Hideyuki Kawashima, Hiroyuki Kitagawa
An Efficient Stream Archiving Method by Operator Merge and Write Control. AINA Workshops (2012)