CS224W: Machine Learning with Graphs
Stanford / Winter 2021 [slides] pdf
https://web.stanford.edu/class/cs224w/
#machinelearning #graphs

Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization

Teney et al.: https://arxiv.org/abs/2105.05612

#MachineLearning #DeepLearning #ArtificialIntelligence

Physics-based Deep Learning

Thuerey et al.: https://arxiv.org/abs/2109.05237

#MachineLearning #DeepLearning #Physics

YOLOP: You Only Look Once for Panoptic Driving Perception

Wu et al.: https://arxiv.org/abs/2108.11250

#ArtificialIntelligence #DeepLearning #MachineLearning

2021 DeepMind x UCL Reinforcement Learning Lecture Series
Taught by DeepMind researchers, this series was created in collaboration with University College London (UCL) to offer students a comprehensive introduction to modern reinforcement learning.
Playlist
https://youtube.com/playlist?list=PLki3HkfgNEsKiZXMoYlR-14r1t_MAS7M8
https://youtu.be/_DpLWBG_nvk
#MachineLearning #artificialintelligence #deeplearning #computervision #MontrealAI