Schedule
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EventDateDescriptionCourse Material
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Lecture01/13/2025
MondayTrustworthy AI Systems Overview[slides]Suggested Readings:
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Assignment01/13/2025
MondayFirst day attendance released! -
Due01/14/2025 23:59
TuesdayFirst day attendance due -
Lecture01/15/2025
WednesdayDeep Learning for Image Classification[slides] -
Lecture01/22/2025
WednesdayDeep Learning for Image Segmentation[slides]Suggested Readings:
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Lecture01/27/2025
MondayGenerative Modeling (Part I)[slides]Suggested Readings:
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Lecture01/29/2025
WednesdayGenerative Modeling (Part II)[slides]Suggested Readings:
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Lecture02/03/2025
MondayDeep Learning for Audio Recognition[slides]Suggested Readings:
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Lecture02/05/2025
WednesdayDeep Learning for Voice Conversion[slides]Suggested Readings:
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Assignment02/07/2025
FridayAssignment #1 - paper review released! -
Lecture02/10/2025
MondayPretrained Foundation Models[slides] -
Lecture02/12/2025
WednesdayLarge Language Model Agent[slides]Suggested Readings:
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Due02/17/2025 23:59
MondayAssignment #1 due -
Lecture03/10/2025
MondayHallucinations in Large Language Models[slides]Suggested Readings:
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Lecture03/12/2025
WednesdaySecurity of AI in Inference[slides]Suggested Readings:
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Lecture03/24/2025
MondaySecurity of AI in Training[slides]Suggested Readings:
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Lecture03/26/2025
WednesdayPrivacy of AI[slides]Suggested Readings:
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Assignment03/29/2025
SaturdayAssignment #2 - artifact review released! -
Lecture03/31/2025
MondayAccountability of AI[slides]Suggested Readings:
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Lecture04/02/2025
WednesdayRobustness of AI[slides]Suggested Readings:
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Lecture04/07/2025
MondayExplainability of AI[slides]Suggested Readings:
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Lecture04/09/2025
WednesdayFairness of AI[slides]Suggested Readings:
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Due04/09/2025 23:59
WednesdayAssignment #2 due