Professors and courses
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Pierre Baldi
[intermediate/advanced] From Deep Learning and Transformers to AI Risks and Safety
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Sean Benson
[intermediate] Digital Twins and Generative AI for Personalised Medicine
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Xavier Bresson
[intermediate/advanced] Graph Transformers, Graph Generative Models and Large Language Models
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Nello Cristianini
[introductory] Machina Sapiens — Towards More General Forms of AI
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Mark Derdzinski
[introductory] From Prototype to Production: Evaluation Strategies for Agentic Applications
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Samira Ebrahimi Kahou
[intermediate/advanced] Explainability in Machine Learning
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Elena Giusarma
[introductory/intermediate] Machine Learning at the Frontier of Astrophysics: Simulating the Universe
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Shih-Chieh Hsu
[intermediate/advanced] Real-Time Artificial Intelligence for Science and Engineering
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Xia “Ben” Hu
[introductory/advanced] Efficient LLM Serving: Algorithms and Systems
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Lu Jiang
[introductory/intermediate] Transformers for Image and Video Generation: Fundamentals, Design, and Innovations
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Jayashree Kalpathy-Cramer
[introductory/intermediate] Multimodal AI for Healthcare
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Yingbin Liang
[intermediate/advanced] Theory on Training Dynamics of Transformers
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Chen Change Loy
[intermediate/advanced] Harnessing Prior for Content Enhancement and Creation
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Fenglong Ma & Cao (Danica) Xiao
[introductory/intermediate] Transforming Healthcare and Drug Development through Multimodal AI with LLMs and Generative AI Technologies
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Evan Shelhamer
[intermediate] Test-Time Adaptation for Updating Models on New and Different Data
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Atlas Wang
[intermediate] Low Rank Strikes Back in the Era of Large Language Models
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Xiang Wang
[advanced] Large Language Models for User Behavior Modeling: Cross-Modal Interpretation, Preference Optimization, and Agentic Simulation
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Rex Ying
[intermediate/advanced] Multimodal Foundation Models for Graph-Structured Data: Framework and Scientific Applications