Deep Learning WS 20/21

Browse all posts in the Deep Learning WS 20/21 category.

37 to 42 of 66

11DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Architectures – Part 5 (WS 20/21)
This video discusses learning to learn options for architecture search and first results. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Architectures – Part 5 (WS 20/21)
10DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Architectures – Part 4 (WS 20/21)
This video demonstrates the many uses of residual connections in deep networks from Inception-ResNet to DenseNet. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Architectures – Part 4 (WS 20/21)
09DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Architectures – Part 3 (WS 20/21)
This video discusses the ideas of residual connections in deep networks that allow going from 20 to more than 1000 layers. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Architectures – Part 3 (WS 20/21)
08DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Architectures – Part 2 (WS 20/21)
This video discusses the success of deeper models including Inception V2 and V3. One key technology that is introduced in V3 is label smoothing regularization. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Architectures – Part 2 (WS 20/21)
07DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Architectures – Part 1 (WS 20/21)
This video discusses the first early architectures developed in deep learning from LeNet to GooLeNet. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Architectures – Part 1 (WS 20/21)
04DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Common Practices – Part 4 (WS 20/21)
This video discusses how to evaluate deep learning approaches. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Common Practices – Part 4 (WS 20/21)