Search Results for author: Maciej A. Czyzewski

Found 4 papers, 3 papers with code

Transfer Learning Between Different Architectures Via Weights Injection

1 code implementation7 Jan 2021 Maciej A. Czyzewski

This work presents a naive algorithm for parameter transfer between different architectures with a computationally cheap injection technique (which does not require data).

Transfer Learning

batchboost: regularization for stabilizing training with resistance to underfitting & overfitting

1 code implementation21 Jan 2020 Maciej A. Czyzewski

Pairing stage calculates the error per sample, sorts the samples and pairs with strategy: hardest with easiest one, than mixing stage merges two samples using mixup, $x_1 + (1-\lambda)x_2$.

Semi-Supervised Image Classification

Chessboard and chess piece recognition with the support of neural networks

7 code implementations13 Aug 2017 Maciej A. Czyzewski, Artur Laskowski, Szymon Wasik

However, its solution is crucial for many experienced players who wish to compete against AI bots, but also prefer to make decisions based on the analysis of a physical chessboard.

Object Recognition

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