Fabrice Normandin

Results 102 issues of Fabrice Normandin

Would be nice if we could generate a list of citations for everything that a given Method is using, or for all the other Methods it is comparing itself to!...

enhancement
design problem
low priority

Continuum already has the dataloaders for ImageNet, and we were able to get it to work in the old version of the repo. We need to get it to work...

New Dataset

Need to make sure that the components of the repo that explicitly log stuff to wandb (`BaselineMethod`) as well as the components that *could* be logged to wandb, (`TestEnvironments` (gym...

enhancement

TODO: We should design the API for some kind of 'task inference' module, to be used by the `ClassIncrementalModel` to predict the task labels for the given samples, when none...

enhancement

Would need to take out / refactor the ClassIncrementalSetting, to make more use of gym spaces rather than the hard-coded num_classes, img_shape, etc.

enhancement
help wanted
New Dataset

Need to add some 'smooth' task boundaries in the Supervised CL branch. Also need to figure out where/how exactly this will fit in that branch, as it might break the...

New Setting

enhancement
design problem
low priority
New Setting

Add the [A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning](https://github.com/soochan-lee/CN-DPM) model as a baseline for task-free CL Settings (i.e., ClassIncrementalSetting, TaskIncrementalSetting)

New Method