Discover @juntang-zhuang Open Source projects

Juntang Zhuang (@juntang-zhuang)

juntang-zhuang

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Adabelief-Optimizer

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

Jupyter Notebook

ShelfNet

implementation for paper "ShelfNet for fast semantic segmentation"

LadderNet

GSAM

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

torch_ACA

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

TorchDiffEqPack

ShelfNet-lw-cityscapes

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

ACProp-Optimizer

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

Jupyter Notebook

explain_invertible

repo for "Decision explanation and feature importance for invertible networks"

SNGAN-AdaBelief

Train SN-GAN with AdaBelief

fairseq-adabelief

transformer-adabelief

SAC-Adabelief

rainbow-adabelief

juntang-zhuang.github.io