fewshotreg / Few-Shot-Regression

code for the paper "Few-Shot Regression via Learning Sparsifying Basis Functions

Few-Shot Regression via Learning Sparsifying Basis Functions

This repo contains the coode for the paper "Few-Shot Regression via Learning Sparsifying Basis Functions"

Instrctions to run

To run the code for MNIST image completion task, run the ffn_main_mnist.py file.

Data

The data for the MNIST image completion task can be found here : https://drive.google.com/file/d/19RgdGQ_LGIT6gbo6EomQ_v4ozpi12kNL/view?usp=sharing

The data for the Sinusoidal Regression tasks can be found here : https://drive.google.com/file/d/15MDcb85h5CshkZgf7LuC8TrxLFG__4nn/view?usp=sharing