Search Results for author: Shuhei M. Yoshida

Found 2 papers, 1 papers with code

Non-iterative optimization of pseudo-labeling thresholds for training object detection models from multiple datasets

no code implementations19 Oct 2022 Yuki Tanaka, Shuhei M. Yoshida, Makoto Terao

A popular approach to this problem is first to train teacher models and then to use their confident predictions as pseudo ground-truth labels when training a student model.

object-detection Object Detection

Lower-Bounded Proper Losses for Weakly Supervised Classification

1 code implementation4 Mar 2021 Shuhei M. Yoshida, Takashi Takenouchi, Masashi Sugiyama

To this end, we derive a representation theorem for proper losses in supervised learning, which dualizes the Savage representation.

Classification General Classification +1

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