petro@liashchynskyi:~$

Petro Liashchynskyi

Software Engineer, PhD in Computer Science

ls -la posts/ # 20 entries▌

20268

11-02Searching for a GAN architecture, generator first | What FID 3.39 does and doesn't tell youmachine-learning#nas#gans#medical-imaging#evolutionary-algorithms6 min
10-19Searching for a CNN instead of designing one | What 99.125% on a tiny cytology set does and doesn't meanmachine-learning#nas#cnn#medical-imaging#evolutionary-algorithms4 min
10-13Diffusion beat GANs in medical imaging | Here's the actual mechanismmachine-learning#gans#diffusion-models#medical-imaging#machine-learning5 min
10-08GAN evaluation metrics, for engineers | What FID and Inception Score actually measuremachine-learning#gan#machine-learning#metrics#neural-networks7 min
08-12What our NAS paper actually found | Grid vs. random vs. genetic, seven years onmachine-learning#machine-learning#neural-networks#nas#genetic-algorithm9 min
08-12Engineer vs AI | It won't replace you, the throughput willweb-dev#ai#engineering-practice#career#cursor7 min
08-11MLOps when the model touches patients | What changes when ML is diagnosticmachine-learning#mlops#machine-learning#neural-networks#docker7 min
08-11From Gatsby to Astro | What actually broke when I rewrote this blogweb-dev#astro#gatsby#typescript#static-site8 min

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