Schedule
This is a tentative schedule. It may change as the semester goes on.
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EventDateDescriptionCourse Material
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Lecture01/21/2025
TuesdayLec1 - Intro to Computer Vision -
Lecture01/23/2025
ThursdayLec2 - Linear Classifiers and Perceptron -
Lecture01/28/2025
TuesdayLec3 - Multilayer Perceptron and Intro to Deep Learning -
Exam01/30/2025
ThursdayQuiz 1Topics: Material covered from Lec2 and Lec3.
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Lecture01/30/2025
ThursdayLec4 - Optimization and Regularization -
Lecture02/04/2025
TuesdayLec5 - Pytorch I – MLPs -
Exam02/06/2025
ThursdayQuiz 2Topics: Material covered from Lec4 and Lec5.
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Lecture02/06/2025
ThursdayLec6 - Pytorch II – Images and Regularization -
Lecture02/11/2025
TuesdayLec7 - Convolutional Neural Networks -
Exam02/13/2025
ThursdayQuiz 3Topics: Material covered from Lec6 and Lec7.
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Lecture02/13/2025
ThursdayLec8 - Data Augmentation and Deep CNNs -
Lecture02/18/2025
TuesdayLec9 - Transfer Learning and Residual Nets -
Exam02/20/2025
ThursdayQuiz 4Topics: Material covered from Lec8 and Lec9.
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Lecture02/20/2025
ThursdayLec10 - Inception Net and what CNNs learn -
Lecture02/25/2025
TuesdayLec11 - Adversarial Examples and Self-supervision -
Exam02/27/2025
ThursdayQuiz 5Topics: Material covered from Lec10, Lec11 and Lec12.
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Lecture02/27/2025
ThursdayLec12 - Intro to MLOps -
Lecture03/04/2025
TuesdayLec13 - Intro to Object Detection -
Exam03/06/2025
ThursdayQuiz 6Topics: Material covered from Lec13 and Lec14.
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Lecture03/06/2025
ThursdayLec14 - Fast Object Detection -
03/11/2025
TuesdaySPRING BREAK!No lecture.
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03/13/2025
ThursdaySPRING BREAK!No lecture.
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03/18/2025
TuesdaySPRING BREAK!No lecture.
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03/20/2025
ThursdaySPRING BREAK!No lecture.
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Lecture03/25/2025
TuesdayLec15 - Intro to Image Segmentation -
Exam03/27/2025
ThursdayQuiz 7Topics: Material covered from Lec15 and Lec16.
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Lecture03/27/2025
ThursdayLec16 - Applications of Detection and Segmentation -
Lecture04/01/2025
TuesdayLec17 - Autoencoders -
Exam04/03/2025
ThursdayQuiz 8Topics: Material covered from Lec17 and Lec18.
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Lecture04/03/2025
ThursdayLec18 - Image Generation with GANs -
Lecture04/08/2025
TuesdayLec19 - Advanced GANs -
Exam04/10/2025
ThursdayQuiz 9Topics: Material covered from Lec21 and Lec22.
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Lecture04/10/2025
ThursdayLec20 - The Attention Mechanism -
Lecture04/15/2025
TuesdayLec21 - Transformers and ChatGPT -
Lecture04/17/2025
ThursdayLec22 - Image Generation by Prompt -
Exam04/22/2025
TuesdayFinal QuizAll the material covered during the whole course may show up. It will be 3-4x longer than the usual quiz.
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Guest Lecture04/24/2025
ThursdayGuest No. 1Mandatory student presence.
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Project04/29/2025
TuesdayWork on final projects.No lecture. Students will work on final projects. Mandatory student presence. Instructor will be there to help students out with their projects!
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Project05/01/2025
ThursdayWork on final projects.No lecture. Students will work on final projects. Mandatory student presence. Instructor will be there to help students out with their projects!
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Project05/06/2025
TuesdayWork on final projects.No lecture. Students will work on final projects. Mandatory student presence. Instructor will be there to help students out with their projects!