Все публикации

Week 10 -

Week 10 - Live Session - ASG2, TEST 2, PCA FEATURES, DEEP LEARNING SCHEDULE - ECE657A - Spring 2021

Week 9 -

Week 9 - Live Session - ECE657A - Spring 2021

Week 8 -

Week 8 - Live Session - Post-Test 1, Clustering, Train vs.Test - ECE657A - Spring 2021

Maximum a Posteriori

Maximum a Posteriori (MAP) Estimation

Week1Review - 1

Week1Review - 1 - S21 - Poll - Admin

S21 - Week1Review

S21 - Week1Review - 3 - Questions

S21 - Week1Review

S21 - Week1Review - 2 - Questions

Visualizing CNNs

Visualizing CNNs

Autoencoders

Autoencoders

Denoising Autoencoders

Denoising Autoencoders

Deep Learning Fundamentals

Deep Learning Fundamentals

Deep Learning by

Deep Learning by Gradient Descent

Lect 11B -

Lect 11B - Admin Intro

Effective Deep Learning

Effective Deep Learning - Data Augmentation and Vanishing Gradients

Deep Learning -

Deep Learning - Fundamentals III (optional)

Effective Deep Learning

Effective Deep Learning - Regularization

Convolutional Neural Networks

Convolutional Neural Networks II

CNNs - Making

CNNs - Making Deeper Networks

Adding Time :

Adding Time : Recurrent Neural Networks

Practical Methodology :

Practical Methodology : Hyper-parameter Tuning

Lect 12B -

Lect 12B - 1 - Admin and Announcements

Inception - Resnet

Inception - Resnet - Densenet

Convolutional Neural Networks

Convolutional Neural Networks I

DeepLearning - Fundamentals

DeepLearning - Fundamentals II (optional)