Daiqing Li: DreamTeacher - Pretraining Image Backbones with Deep Generative Models скачать в хорошем качестве

Daiqing Li: DreamTeacher - Pretraining Image Backbones with Deep Generative Models

#research #Image #Backbones Daiqing Li is an AI Research Lead at Playground and an ex Sr. Research Scientist at NVIDIA. In this session we are discussing his paper "DreamTeacher: Pretraining Image Backbones with Deep Generative Models". EPISODE LINKS: Link to the paper: https://arxiv.org/abs/2307.07487 Daiqing’s Google scholar: https://scholar.google.ca/citations?u... Daiqing’s LinkedIn: https://www.linkedin.com/in/daiqing-l... Daiqing’s Webpage: https://lidaiqing.github.io/ OUTLINE: 00:00 - Intro 08:05 - Training approaches 14:51 - Introduction to their approach 22:49 - Feature regression loss 29:58 - Feature visualisation 34:06 - Synthesised vs encoded approach 42:28 - Label distillation 46:21 - Results 50:57 - Concluding remarks SOCIAL MEDIA LINKS:   / forsstrom.  . https://niklasopf.github.io/