Théo Morales

InvalidArgumentError when restoring the checkpoint

6

When I run `python demo.py --image utils/examples/plane.png`, the script starts by restoring the checkpoint from `utils/checkpoint/gcn.ckpt`, but right after that, I get this traceback: `Traceback (most recent call last): File...

MAML++: Per-Layer & Per-Layer Per-Step learning rate transforms

4

### Description Learning Per-Layer Per-Step Learning Rates (LSLR, MAML++). These GBML transforms can be used to reproduce this MAML++ functionality for MAML, MetaSGD and other algorithms which can be reproduced...

Add functorch improvements to inner-loop algorithms

1

With PyTorch's [latest update](https://pytorch.org/blog/pytorch-1.11-released/), the introduction of the functorch library allows, via composable function transforms, to ["efficiently batching together tasks in the inner-loop of MAML"](https://pytorch.org/functorch/stable/notebooks/whirlwind_tour.html#vmap). There seems to be a...

### Description The MAML Toy example `examples/maml_toy.py` does not run due to a sigma parameter being sampled from a Normal distribution. That sigma is used to parameterise another Normal distribution,...

MAML++: BNRS

2

### Description Implementation of a BatchNorm layer with Per-Step Batch Normalisation Running Statistics and Per-Step Batch Normalisation Weights and Biases, as proposed in MAML++ by Antobiou et al. An extension...

`ShapeNetMat.v1/02691156/node01to04.mat` is missing after downloading and extracting `data_demo.zip`. Could you check and reupload the files please ? Thanks

Link 5 was missing (or was set as link 6). I also added a config parser to make things easier.

ETA?

2

Hi! Do you have an ETA on the release of your dataset? I'd like to use it for my research :) Thanks!