GitHub / ehsansaleh 2 projects

Ehsan Saleh

CS PhD Student @ UIUC. Researching RL and Few-shot Learning Problems.

Projects

Updated 11 months ago

code_firth • Rank 1.4 • Science 54%

This repository contains the main ResNet backbone experiments conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Shot Classification".

bias-correction computer-vision few-shot-classifcation few-shot-learning

Updated 11 months ago

code_dcf • Science 54%

This repository contains the firth bias reduction experiments on the few-shot distribution calibration method conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Shot Classification".

bias-reduction few-shot-learning firth-bias-reduction