Shingo Yashima

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Neural Network Ensembles

Classification Error

Sparse Learning

Top Venues

Publications

Yusuke Sekikawa, Shingo Yashima
SAS: Structured Activation Sparsification. ICLR (2024)
Tomoya Takahashi, Shingo Yashima, Kohta Ishikawa, Ikuro Sato, Rio Yokota
Pixel-level Contrastive Learning of Driving Videos with Optical Flow. CVPR Workshops (2023)
Yusuke Sekikawa, Shingo Yashima
Bit-Pruning: A Sparse Multiplication-Less Dot-Product. ICLR (2023)
Shingo Yashima, Teppei Suzuki, Kohta Ishikawa, Ikuro Sato, Rei Kawakami
Feature Space Particle Inference for Neural Network Ensembles. ICML (2022)
Hiroaki Igarashi, Kenichi Yoneji, Kohta Ishikawa, Rei Kawakami, Teppei Suzuki, Shingo Yashima, Ikuro Sato
Multi-task Curriculum Learning based on Gradient Similarity. BMVC (2022)
Shingo Yashima
Effectiveness of Function Matching in Driving Scene Recognition. CoRR (2022)
Shingo Yashima, Teppei Suzuki, Kohta Ishikawa, Ikuro Sato, Rei Kawakami
Feature Space Particle Inference for Neural Network Ensembles. CoRR (2022)
Shingo Yashima, Atsushi Nitanda, Taiji Suzuki
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features. AISTATS (2021)
Shingo Yashima, Atsushi Nitanda, Taiji Suzuki
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features. CoRR (2019)