Lilit YolyaninTowards Data ScienceInference Optimization for Convolutional Neural NetworksQuantization and fusion for faster inference6 min read·May 19, 2022----
Lilit YolyaninTowards Data ScienceWhat I Learned While Implementing Computer Vision PapersAn effective way to practice multiple skills simultaneously3 min read·Mar 7, 2022--7--7
Lilit YolyaninTowards Data ScienceSelf-Supervised Learning for Anomaly Detection in Python: Part 2CutPaste: self-supervised learning as an improvement for Kernel Density Estimation4 min read·Jan 6, 2022--1--1
Lilit YolyaninTowards Data ScienceKernel Density Estimation for Anomaly Detection in Python: Part 1Combining classic approaches with deep learning for better representations5 min read·Jan 4, 2022----
Lilit YolyaninTowards Data ScienceReview on Few Shot Object DetectionFew shot object detection is a new paradigm that aims to conduct object detection in few shot settings. Review of 3 SOTA papers are…10 min read·Nov 28, 2021--1--1
Lilit YolyaninTowards Data ScienceReview on Self-Supervised Contrastive Learning6 min read·Apr 27, 2021----