Juntang Zhuang

Results 8 repositories owned by Juntang Zhuang

Adabelief-Optimizer

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Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

LadderNet

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ACProp-Optimizer

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Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)

GSAM

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PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)

ShelfNet

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implementation for paper "ShelfNet for fast semantic segmentation"

ShelfNet-lw-cityscapes

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ShelfNet-lightweight for paper [ShelfNet for fast semantic segmentation]

TorchDiffEqPack

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torch_ACA

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repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE