14 – Prediction and Planning Under Uncertainty
Course website: http://bit.ly/DLSP21-web
Playlist: http://bit.ly/DLSP21-YouTube
Speaker: Alfredo Canziani
Chapters
00:00 – Welcome to class
Видео 14 – Prediction and Planning Under Uncertainty канала Alfredo Canziani
Playlist: http://bit.ly/DLSP21-YouTube
Speaker: Alfredo Canziani
Chapters
00:00 – Welcome to class
Видео 14 – Prediction and Planning Under Uncertainty канала Alfredo Canziani
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14L – Lagrangian backpropagation, final project winners, and Q&A session
12 – Planning and control
Practical 4.1 – RNN forward and backward
Week 15 – Practicum part B: Training latent variable energy based models (EBMs)
Chapter 2, video 4–6
Behind the scenes
TeraDeep Image Parser
02 – Supervised learning / Classification
Chokolada
Person detector
Practical 3.2 – CNN models
01 – Course first part recap, Naïve Bayes intro
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[LIVE] Free energy gentle introduction
Purdue theme
08 – From LV-EBM to target prop to (vanilla, denoising, contractive, variational) autoencoder
06L – Latent variable EBMs for structured prediction
Why not?
Matrix multiplication, signals, and convolutions
Practical 3.3 – CNN training
Goodbye to DL20,21,22,23 apartment