Fields
Pick a domain and keep going deeper: field, subfield, topic. Every step lists the papers at that point or below it. The counts are papers that are accepted or in review; papers that were not accepted are in the full library.
Subfield
Continual learning
Benchmarks: Split / Permuted MNIST (three scenarios), Split CIFAR-100, CORe50, Split ImageNet-R (pre-trained models) and others. Datasets: MNIST, CIFAR-100, Tiny ImageNet, CORe50 and others. Baselines: Fine-tuning and joint training bounds, EWC, Synaptic Intelligence, Learning without Forgetting and others.