Shingo Yashima

According to our database, Shingo Yashima authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

SAS: Structured Activation Sparsification.

Yusuke Sekikawa, Shingo Yashima

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Bit-Pruning: A Sparse Multiplication-Less Dot-Product.

Yusuke Sekikawa, Shingo Yashima

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Pixel-level Contrastive Learning of Driving Videos with Optical Flow.

Tomoya Takahashi, Shingo Yashima, Kohta Ishikawa, Ikuro Sato, Rio Yokota

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Effectiveness of Function Matching in Driving Scene Recognition.

Shingo Yashima

CoRR, 2022

Feature Space Particle Inference for Neural Network Ensembles.

Shingo Yashima, Teppei Suzuki, Kohta Ishikawa, Ikuro Sato, Rei Kawakami

Proceedings of the International Conference on Machine Learning, 2022

Multi-task Curriculum Learning based on Gradient Similarity.

Hiroaki Igarashi, Kenichi Yoneji, Kohta Ishikawa, Rei Kawakami, Teppei Suzuki, Shingo Yashima, Ikuro Sato

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features.

Shingo Yashima, Atsushi Nitanda, Taiji Suzuki

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021