Guolei Sun (GuoleiSun)

GuoleiSun

Geek Repo

Company:ETH Zurich

Location:Switzerland

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Guolei Sun's repositories

CountSeg

Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

MCIS_wsss

Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

VSS-CFFM

Code for CVPR 2022 paper: Coarse-to-Fine Feature Mining for Video Semantic Segmentation

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HNC_loss

Code for eccv2020 paper: Fixing Localization Errors to Improve Image Classification

TRFS

Transformer-based few-shot semantic segmentation

TSNs

Code for ICCV21 paper: Task Switching Network for Multi-task Learning

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COSNet

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

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ML-GCN

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

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AlphaPose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

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astmt

Attentive Single-tasking of Multiple Tasks

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Awesome-Self-Supervised-Papers

Paper bank for Self-Supervised Learning

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Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

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composite-tasking

This repository implements ideas discussed in the CVPR2021 paper "Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc Van Gool - CompositeTasking: Understanding Images by Spatial Composition of Tasks" (https://arxiv.org/abs/2012.09030).

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Deep-rPPG

Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools

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DeepLabV3Plus-Pytorch

DeepLabv3, DeepLabv3+ and pretrained models on VOC & Cityscapes

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DotDotGoose

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

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heartbeat

Desktop implementation of Remote Photoplethysmography – Measuring heart rate using facial video.

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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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pytracking

Visual tracking library based on PyTorch.

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RGBD-semantic-segmentation

A paper list of RGBD semantic segmentation (processing)

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SegFormer

Official PyTorch implementation of SegFormer

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SINet

code for "Camouflaged Object Detection" published in CVPR 2020 (Oral)

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SODsurvey

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

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SwinIR

SwinIR: Image Restoration Using Swin Transformer

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U2PL

[CVPR 2022] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels

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