Guolei Sun (GuoleiSun)

GuoleiSun

Geek Repo

Company:ETH Zurich

Location:Switzerland

Home Page:https://guoleisun.github.io

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Guolei Sun's repositories

LCFCN

ECCV 2018 - Where are the Blobs: Counting by Localization with Point Supervision

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ultra-thin-PRM

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

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Context-Aware_Crowd_Counting-pytorch

The implementation of Context-Aware Crowd Counting(CVPR2019)

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Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

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irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

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ML-GCN

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

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PRM

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

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Res2Net

The official pytorch implemention of the paper "Res2Net: A New Multi-scale Backbone Architecture"

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SPG

Self-produced Guidance for Weakly-supervised Object Localization

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astmt

Attentive Single-tasking of Multiple Tasks

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DotDotGoose

DotDotGoose is a free, open source tool to assist with manually counting objects in images

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OAA

Code for our ICCV 2019 paper "Integral Object Mining via Online Attention Accumulation"

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PhysNet

code of BMVC2019 paper 'Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks'

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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pytorch-classification

Classification with PyTorch.

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pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

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SODsurvey

Salient Object Detection in the Deep Learning Era: An In-Depth Survey

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taskonomy-sample-model-1

Model, selected at random, from the training set of the paper "Taskonomy: Disentangling Task Transfer Learning"

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wsol-min-max-entropy-interpretability

Pytorch code for: Min-max Entropy for Weakly Supervised Pointwise Localization

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