Videos 9
1. Inductive bias in machine learning (11 min)
2. Convolution filters as inductive bias for images (16 min)
3. MaxPooling as inductive bias for images (20 min)
3*. Quiz (6 min)
4. The gradient of a convolutional layer: (16 min)
5. Automatic differentiation: BackProp revisited (9 min)
6. Reducing the number of parameters: outer-product (8 min)
7. Modern ConvNets and image recognition tasks (17 min)
8. Applications beyond object recognition (9 min)
- Contact
- EPFL CH-1015 Lausanne
- +41 21 693 11 11
Follow the pulses of EPFL on social networks
© 2023 EPFL, all rights reserved