Machine Learning Engineering: Best Practice?
Published:
A note on engineering practice in machine learning research.
Posts by Tags
Code
Correspondence Learning
Paper Reading @Summer2021: Restoration & Creation from Correspondence
Published:
Group summer paper reading presentation on corresondence usage in image restoration and creation tasks.
Engineering
Machine Learning Engineering: Best Practice?
Published:
A note on engineering practice in machine learning research.
Generative Models
Deep Generative Models
Published:
An overview of deep generative models, including VAE, flow-based, GANs.
Image Synthesis
Image Synthesis: Highlights from CVPR 2020
Published:
Selected papers on image synthesis and image-to-image translation from CVPR 2020
Image-to-Image Translation
Paper Reading @Summer2021: Restoration & Creation from Correspondence
Published:
Group summer paper reading presentation on corresondence usage in image restoration and creation tasks.
Image Synthesis: Highlights from CVPR 2020
Published:
Selected papers on image synthesis and image-to-image translation from CVPR 2020
Object Detection
Anchor-Free Object Detection
Published:
Summarizing recent anchor-free object detectors.
Deep Learning for Object Detection: Fundamentals
Published:
Object detection methods with deep learning.