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Renjie Liao's Lab for deep structured learning.
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Laboratory for Deep Structured Learning Toggle navigation about (current) blogs publications repositories members photos Laboratory for Deep Structured Learning The University of British Columbia, Department of Electrical and Computer Engineering Welcome to the Renjie Liao’s lab for Deep Structure Learning (DSL) at UBC! Our long-term research goals revolve around: Perception: building machines that can learn structures (abstraction) from data Reasoning: building machines that can perform automated inference Understanding deep learning In particular, our current research areas involve: Deep Generative Models Geometric Deep Learning Math/Algorithmic Reasoning with Transformers (e.g., LLMs) Probabilistic Inference Visual Understanding and Reasoning Motion Prediction and Planning in Self-driving AI for Healthcare news Jul 9, 2024 Renjie was invited to give a Lecture Graph Neural Networks at the CIFAR DLRL Summer School 2024. Jun 17,...
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