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act-bench

Activation function benchmark datasets Act-Bench-CNN, Act-Bench-ResNet, and Act-Bench-ViT

aquasurf

Efficient Activation Function Optimization through Surrogate Modeling

autoinit

AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks

covid-xprize

Open-source repository containing examples and documentation for the Cognizant XPRIZE Pandemic Response Challenge

muir-release

red-paper

Source codes for reproducing the experimental results in RED paper (published in AAAI2022)

rio-paper

Code and supporting materials for the ICLR 2020 RIO paper

sepx-paper

This repo contains the source codes for regenerating the experimental results in the SEPX paper (published in ICML 2023).

taylorglo

Optimizing Loss Functions Through Multivariate Taylor Polynomial Parameterization

tom-release

Public repository for open-source TOM code