Foundations of Deep Learning| 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 : Diffusion Models
Share your videos with friends, family, and the world.
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 : Transformers - YouTube
Explaining transformers: encoders and decoders.
Deep Learning Foundations by Soheil Feizi - LinkedIn
Our final lecture on diffusion models: https://lnkd.in/deMavYPM We cover how to condition an image generation using text or other ...
Deep Learning Foundations by Soheil Feizi : Linear Attention
Course webpage: https://www.cs.umd.edu/class/spring2024/cmsc720/
Deep Learning Foundations by Soheil Feizi : Hierarchical Vision ...
Course Webpage: https://www.cs.umd.edu/class/spring2024/cmsc720/
Foundations of Deep Learning - Simons Institute
Deep learning is the engine powering many of the recent successes of artificial intelligence. These advances stem from a research effort spanning academia and ...
Deep Learning Foundations by Soheil Feizi : Vision Transformers
Course Webpage: https://www.cs.umd.edu/class/spring2024/cmsc720/
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 - 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: ""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: ...
NSF Award Search: Award # 1942230 - CAREER: Information ...
... Feizi, Soheil and Pfister, Tomas "Interpretable Mixture of Experts" , 2023 Citation Details. Basu, S and Pope, P and Feizi, S. "Influence Functions in Deep ...
Soheil Feizi - Deep Learning Foundations - YouTube
Course Webpage: http://www.cs.umd.edu/class/fall2020/cmsc828W/
Soheil Feizi on X: "Thank you everyone for providing feedback. Here ...
Thank you everyone for providing feedback. Here are the topics/papers we'll be covering in the "Foundations of Deep Learning" course in the ...