E-LIB Suche - Ergebnisse für: Sugiyama, Masashi

1

Debugging learning algorithms

understanding and correcting machine learning models

Anders, Christopher Johannes , 2024

Link: https://nbn-resolving.de..

2

On the Effectiveness of Adversarial Training Against Backdo..:

Gao, Yinghua ; Wu, Dongxian ; Zhang, Jingfeng...
IEEE Transactions on Neural Networks and Learning Systems. , 2024

Link: https://doi.org/10.1109/..

3

Appearance-Based Curriculum for Semi-Supervised Learning wi..:

, In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),

Tanaka, Yuki ; Yoshida, Shuhei M. ; Shibata, Takashi... - p. 2768-2777 , 2024

Link: https://doi.org/10.1109/..

4

Random forest machine-learning algorithm classifies white- ..:

Hasegawa, Natsuki ; Sugiyama, Masashi ; Igarashi, Kiyohiko.
Applied and Environmental Microbiology. , 2024

Link: https://doi.org/10.1128/..

5

Overcoming Continuous Distribution Shifts: Challenges in On..:

, In: 2024 12th International Winter Conference on Brain-Computer Interface (BCI),

Sugiyama, Masashi - p. 1-3 , 2024

Link: https://doi.org/10.1109/..

6

On the Robustness of Average Losses for Partial-Label Learn..:

Lv, Jiaqi ; Liu, Biao ; Feng, Lei...
IEEE Transactions on Pattern Analysis and Machine Intelligence. 46 (2024) 5 - p. 2569-2583 , 2024

Link: https://doi.org/10.1109/..

7

BadLabel: A Robust Perspective on Evaluating and Enhancing ..:

Zhang, Jingfeng ; Song, Bo ; Wang, Haohan...
IEEE Transactions on Pattern Analysis and Machine Intelligence. 46 (2024) 6 - p. 4398-4409 , 2024

Link: https://doi.org/10.1109/..

8

Towards model-agnostic active learning in regression via id..:

Panknin, Danny , 2023

Link: https://nbn-resolving.de..

9

Representation learning for continuous action spaces is ben..:

Zhao, Tingting ; Wang, Ying ; Sun, Wei...
Neural Networks. 159 (2023) - p. 137-152 , 2023

Link: https://doi.org/10.1016/..

10

Multi-Label Knowledge Distillation:

, In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV),

Yang, Penghui ; Xie, Ming-Kun ; Zong, Chen-Chen... - p. 17225-17234 , 2023

Link: https://doi.org/10.1109/..

11

Audio Signal Enhancement with Learning from Positive and Un..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Ito, Nobutaka ; Sugiyama, Masashi - p. 1-5 , 2023

Link: https://doi.org/10.1109/..

12

Boundary-restricted metric learning:

Chen, Shuo ; Gong, Chen ; Li, Xiang...
Machine Learning. 112 (2023) 12 - p. 4723-4762 , 2023

Link: https://doi.org/10.1007/..

13

Distribution Shift Matters for Knowledge Distillation with ..:

, In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV),

Tang, Jialiang ; Chen, Shuo ; Niu, Gang.. - p. 17424-17434 , 2023

Link: https://doi.org/10.1109/..

14

Instance-Dependent Label-Noise Learning with Manifold-Regul..:

, In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),

Cheng, De ; Liu, Tongliang ; Ning, Yixiong... - p. 16609-16618 , 2022

Link: https://doi.org/10.1109/..

15

Centroid Estimation With Guaranteed Efficiency: A General F..:

Gong, Chen ; Yang, Jian ; You, Jane.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 44 (2022) 6 - p. 2841-2855 , 2022

Link: https://doi.org/10.1109/..