How Well Do Unsupervised Learning Algorithms Model Human Real-Time and Lifelong Learning?

C. Zhuang*, Violet Xiang*, Y. Bai, X. Jia, N. Turk-Browne, K. Norman, J. J. DiCarlo, D. L. K. Yamins.

NeurIPS 2022 Datasets & Benchmarks Track

Naturalistic real-time and lifelong visual-learning benchmarks identify memory mechanisms as critical for learning from sparse, low-diversity input streams.