Kazuki Yoshiyama

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 8

Top Topics

Minimax Probability Machine

Object Geometry

Top Venues

IEEE J. Sel. Top. Signal Process.

Pattern Recognit. Lett.

Publications

Kazuki Yoshiyama, Takuya Narihira
NDJIR: Neural Direct and Joint Inverse Rendering for Geometry, Lights, and Materials of Real Object. CoRR (2023)
Akio Hayakawa, Masato Ishii, Yoshiyuki Kobayashi, Akira Nakamura, Takuya Narihira, Yukio Obuchi, Andrew Shin, Takuya Yashima, Kazuki Yoshiyama
Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives. CoRR (2021)
Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Lukas Mauch, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Iteratively Training Look-Up Tables for Network Quantization. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Stefan Uhlich, Lukas Mauch, Fabien Cardinaux, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Mixed Precision DNNs: All you need is a good parametrization. ICLR (2020)
Lukas Mauch, Stephen Tiedemann, Javier Alonso García, Bac Nguyen Cong, Kazuki Yoshiyama, Fabien Cardinaux, Thomas Kemp
Efficient Sampling for Predictor-Based Neural Architecture Search. CoRR (2020)
Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Lukas Mauch, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Iteratively Training Look-Up Tables for Network Quantization. CoRR (2019)
Stefan Uhlich, Lukas Mauch, Kazuki Yoshiyama, Fabien Cardinaux, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Differentiable Quantization of Deep Neural Networks. CoRR (2019)
Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Iteratively Training Look-Up Tables for Network Quantization. CoRR (2018)
Kazuki Yoshiyama, Akito Sakurai
Laplacian minimax probability machine. Pattern Recognit. Lett. 37 (2014)
Kazuki Yoshiyama, Akito Sakurai
Manifold-Regularized Minimax Probability Machine. PSL (2011)