Pinwheel graphic representing the Microsoft Research Summit
Return to Event: Microsoft Research Summit 2021

Microsoft Research Summit 2021 • Videos

Research talks: Generalization and adaptation

The limitations of big data-driven deep learning in scalability and adaptation to real-world scenarios hinder its practical applications. To address these limitations, it’s extremely important to develop architectures and algorithms that can capture the fundamentals of how humans learn, infer, and reason. Join Professor Suha Kwak from POSTECH, Microsoft Principal Researcher Chong Luo, and Microsoft Principal Research Manager Lu Yuan as they discuss the theory and practice of unsupervised visual representation learning for 3D point clouds, videos, and images, which help address model generalization and adaptation to new data domains and new downstream tasks.

Learn more about the 2021 Microsoft Research Summit: https://Aka.ms/researchsummit (opens in new tab)

轨迹:
Towards Human-Like Visual Learning & Reasoning
日期:
演讲者:
Suha Kwak, Chong Luo, Lu Yuan
所属机构:
POSTECH, Microsoft Research Asia, Microsoft

Towards Human-Like Visual Learning & Reasoning