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Fei-Fei Li & Justin Johnson & Serena Yeung Lecture 6 - April 20, 2017Fei-Fei Li & Justin Johnson & Serena Yeung Lecture 6 - April 20, 20171 Lecture 6: Training…

Fei-Fei Li Justin Johnson Serena Yeung Lecture 10 - May 4, 201710 Today: Recurrent Neural Networks Slides adapted from http:cs231n.stanford.eduslides2017cs231n_2017_lecture10.pdf…

Fei-Fei Li Justin Johnson Serena Yeung Lecture 3 - April 9 20191 Lecture 3: Loss Functions and Optimization Fei-Fei Li Justin Johnson Serena Yeung Lecture 3 - April 9 2019…

An Introduction to Optimization and Regularization Methods in Deep Learning Yuan YAO HKUST 1 Summary ´ Last time: First order optimization methods ´ GD BP SGD Nesterov…

Fei-Fei Li & Justin Johnson & Serena Yeung Lecture 8 - April 26, 2018Fei-Fei Li & Justin Johnson & Serena Yeung Lecture 8 - April 26, 201811 Fei-Fei Li &…

Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos Bingbin Liu Serena Yeung Edward Chou De-An Huang Li Fei-Fei Juan Carlos Niebles 1 Motivation…

Lecture 1 -Fei-Fei Li Justin Johnson Serena Yeung Lecture 1: Introduction 4320181 Lecture 1 -Fei-Fei Li Justin Johnson Serena Yeung Welcome to CS231n 2 Top row left to right:…

Fei-Fei Li Justin Johnson Serena Yeung Lecture 6 - April 19, 2018Fei-Fei Li Justin Johnson Serena Yeung Lecture 6 - April 19, 20181 Lecture 6: Training Neural Networks, Part…

CS 4803 7643: Deep Learning Dhruv Batra Georgia Tech Topics: – Regularization – Neural Networks Administrativia • PS1HW1 out – Due: 0909 11:59pm – Asks about topics…

Fei-Fei Li Justin Johnson Serena Yeung Lecture 14 - May 23, 2017Fei-Fei Li Justin Johnson Serena Yeung Lecture 14 - May 23, 20171 Reinforcement Learning from http:cs231n.stanford.eduslides2019…

Fei-Fei Li Justin Johnson Serena Yeung Lecture 12 - May 15, 2018Fei-Fei Li Justin Johnson Serena Yeung Lecture 12 - May 15, 20181 Lecture 12: Generative Models Fei-Fei Li…

Towards Scaling Video Understanding Serena Yeung YouTube TV GoPro Smart spaces State-of-the-art in video understanding State-of-the-art in video understanding Classification…

Fei-Fei Li Justin Johnson Serena Yeung Lecture 10 - May 3, 2018Fei-Fei Li Justin Johnson Serena Yeung Lecture 10 - May 3, 20181 Lecture 10: Recurrent Neural Networks Fei-Fei…

CS 7643: Deep Learning Dhruv Batra Georgia Tech Topics: – Toeplitz matrices and convolutions = matrix-mult – Dilated/a-trous convolutions – Backprop in conv layers…

Fei-Fei Li & Justin Johnson & Serena Yeung Lecture 8 - April 27, 2017Fei-Fei Li & Justin Johnson & Serena Yeung Lecture 8 - April 27, 20171 Lecture 8: Deep…

Learning to Learn from Noisy Web Videos Serena Yeung Stanford University serena@csstanfordedu Vignesh Ramanathan Stanford University vigneshr@stanfordedu Olga Russakovsky…

Fei-Fei Li Justin Johnson Serena Yeung Lecture 9 - April 30 2019Fei-Fei Li Justin Johnson Serena Yeung Lecture 9 - April 30 20191 Fei-Fei Li Justin Johnson Serena Yeung Lecture…

Fei-Fei Li Justin Johnson Serena Yeung Lecture 6 - April 19 2018Fei-Fei Li Justin Johnson Serena Yeung Lecture 6 - April 19 20181 Lecture 6: Training Neural Networks Part…

Fei-Fei Li & Justin Johnson & Serena Yeung Lecture 4 - April 13, 2017Fei-Fei Li & Justin Johnson & Serena Yeung Lecture 4 - April 13, 20171 Lecture 4: Backpropagation…

1Serena Yeung BIODS 220: AI in Healthcare Lecture 2 - Lecture 2: Deep Learning Fundamentals 2Serena Yeung BIODS 220: AI in Healthcare Lecture 2 - Announcements - A0 was released…