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Convolutional Neural Networks for Visual Recognition (Stanford)

S# Lecture Course Institute Instructor Discipline
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Lecture 1 Introduction to Convolutional Neural Networks for Visual Recognition
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 10 Recurrent Neural Networks
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 11 Detection and Segmentation
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 12 Visualizing and Understanding
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 13 Generative Models
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 14 Deep Reinforcement Learning
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 15 Efficient Methods and Hardware for Deep Learning
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 16 Adversarial Examples and Adversarial Training
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 2 Image Classification
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 3 Loss Functions and Optimization
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 4 Introduction to Neural Networks
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 5 Convolutional Neural Networks
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 6 Training Neural Networks I
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 7 Training Neural Networks II
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 8 Deep Learning Software
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences
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Lecture 9 CNN Architectures
Convolutional Neural Networks for Visual Recognition (Stanford) Stanford Fei-Fei Li, Justin Johnson, Serena Yeung Applied Sciences