loss-landscape topic

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

xxxnell

Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.

sayakpaul

Create animations for the optimization trajectory of neural nets

logancyang

Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.

ayulockin

This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Networks(PINNs)"

shamsbasir