Deep Learning Foundations by Soheil Feizi
CMSC 828W: Foundations of Deep Learning - University of Maryland
Welcome to the CMSC 828W course on Foundations of Deep Learning for Fall 2022. CMSC 828W is currently being taught by Soheil Feizi.
CMSC 828W: Foundations of Deep Learning - University of Maryland
Welcome to the CMSC 828W course on Foundations of Deep Learning for Fall 2020. CMSC 828W is currently being taught by Soheil Feizi. This course will be taught ...
Foundations of Deep Learning- Soheil Feizi - YouTube
Share your videos with friends, family, and the world.
Deep Learning Foundations by Soheil Feizi : Large Language Models
0:00 Basics of language models 2:30 Word2vec 16:27 Transfer Learning 19:23 BERT 1:00:39 T5 1:31:14 GPT1-3 1:53:05 ChatGPT 2:20:03 LLMs as ...
Deep Learning Foundations by Soheil Feizi : Course Summary
Course Webpage: http://www.cs.umd.edu/class/fall2020/cmsc828W/
Deep Learning Foundations by Soheil Feizi : Large Language Models, Part II. 2.3K views. 7 months ago · 3:47:26. Deep Learning Foundations by Soheil Feizi ...
Deep Learning Foundations by Soheil Feizi : Transformers - YouTube
Explaining transformers: encoders and decoders.
Deep Learning Foundations by Soheil Feizi - LinkedIn
Soheil Feizi is excellent, and his course is invaluable for covering fundamental concepts in deep learning to the most state-of-the-art, all in ...
Deep Learning Foundations by Soheil Feizi : Linear Attention
Course webpage: https://www.cs.umd.edu/class/spring2024/cmsc720/
Deep Learning Foundations by Soheil Feizi : Transformers - LinkedIn
https://www.youtube.com/ ... Data Engineer || Data Analyst || Senior Technical Support Engineer Dynamics 365 || Microsoft 365 || Cloud Solution ...
Deep Learning Foundations by Soheil Feizi : Diffusion Models
Share your videos with friends, family, and the world.
Deep Learning Foundations by Soheil Feizi : Vision Transformers
Course Webpage: https://www.cs.umd.edu/class/spring2024/cmsc720/
Deep Learning Foundations by Soheil Feizi - YouTube
0:00 Fine-tuning LLMs 4:58 Low Rank Adaptation (LORA) 21:26 Quantization 41:06 QLORA 46:43 Prefix Tuning 52:22 Retrieval Augmented ...
Soheil Feizi on X: " I just posted my new video lecture on ...
I just posted my new video lecture on "Transformers" as a part of my updated "Foundations of Deep Learning" course: https://t.co/WmFWLKaecF ...
CMSC 828W | Coursicle UMD - Coursicle
CMSC 828W - Advanced Topics in Information Processing; Foundations of Deep Learning ... Soheil Feizi. Recent Semesters. Fall 2022, Fall 2021, Fall 2020. Class ...
Deep Learning Foundations by Soheil Feizi : Hierarchical Vision ...
Course Webpage: https://www.cs.umd.edu/class/spring2024/cmsc720/
Deep Learning Foundations: review of basic DL models ... - YouTube
Comments11 ; Lecture 2 - Deep Learning Foundations: the role of over parameterization in DL optimization. Soheil Feizi · 8.9K views ; Ali Ghodsi, ...
Soheil Feizi at the University of Maryland, College Park - Coursicle
Soheil Feizi at the University of Maryland ... Machine Learning CMSC 828W - Advanced Topics in Information Processing; Foundations of Deep Learning.
Soheil Feizi on X: ""Myths and reality in Bayesian Deep Learning", a ...
"Myths and reality in Bayesian Deep Learning", a lecture by Prof. Andrew Wilson @andrewgwils in our deep learning foundations series: ...
Soheil Feizi - Min-Max Optimization (Part I) - YouTube
Lecture 14 - Deep Learning Foundations by Soheil Feizi : Min-Max Optimization (Part I). 2.3K views · 4 years ago ...more ...