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Title: GitHub - BIT-DA/VBLC: [AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions · GitHub

Open Graph Title: GitHub - BIT-DA/VBLC: [AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions

X Title: GitHub - BIT-DA/VBLC: [AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions

Description: [AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions - BIT-DA/VBLC

Open Graph Description: [AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions - BIT-DA/VBLC

X Description: [AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions - BIT-DA/VBLC

Opengraph URL: https://github.com/BIT-DA/VBLC

X: @github

direct link

Domain: github.com

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READMEhttps://github.com/BIT-DA/VBLC
Licensehttps://github.com/BIT-DA/VBLC
https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditionshttps://arxiv.org/abs/2211.12256
Mingjia Lihttps://kiwixr.github.io
Binhui Xiehttps://binhuixie.github.io
Shuang Lihttps://shuangli.xyz
Chi Harold Liuhttps://scholar.google.com/citations?user=3IgFTEkAAAAJ&hl=en
Xinjing Chenghttps://scholar.google.com/citations?user=8QbRVCsAAAAJ&hl=en
https://kiwixr.github.io/projects/vblc
https://arxiv.org/abs/2211.12256
https://www.bilibili.com/video/av692744964
https://www.youtube.com/watch?v=o0voyaQ3FzM
https://www.dropbox.com/s/pvb2701k2gr9cfb/aaai23poster.pdf?dl=0
Overviewhttps://github.com/BIT-DA/VBLC#overview
Installationhttps://github.com/BIT-DA/VBLC#installation
Datasets Preparationhttps://github.com/BIT-DA/VBLC#datasets-preparation
Download Datasetshttps://github.com/BIT-DA/VBLC#download-datasets
Setup Datasetshttps://github.com/BIT-DA/VBLC#setup-datasets
Model Zoohttps://github.com/BIT-DA/VBLC#model-zoo
Task 1: Cityscapes → ACDChttps://github.com/BIT-DA/VBLC#task-1-cityscapes--acdc
Task 2: Cityscapes → FoggyCityscapes + RainCityscapeshttps://github.com/BIT-DA/VBLC#task-2-cityscapes--foggycityscapes--raincityscapes
VBLC Evaluationhttps://github.com/BIT-DA/VBLC#vblc-evaluation
VBLC Traininghttps://github.com/BIT-DA/VBLC#vblc-training
How to Add VBLC to your Self-Training UDA Codehttps://github.com/BIT-DA/VBLC#how-to-add-vblc-to-your-self-training-uda-code
Acknowledgmentshttps://github.com/BIT-DA/VBLC#acknowledgments
Citationhttps://github.com/BIT-DA/VBLC#citation
https://github.com/BIT-DA/VBLC#overview
paperhttps://arxiv.org/abs/2211.12256
↥https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
https://github.com/BIT-DA/VBLC#installation
↥https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
https://github.com/BIT-DA/VBLC#datasets-preparation
https://github.com/BIT-DA/VBLC#download-datasets
herehttps://www.cityscapes-dataset.com/downloads/
herehttps://acdc.vision.ee.ethz.ch/download/
herehttps://www.cityscapes-dataset.com/downloads/
herehttps://www.cityscapes-dataset.com/downloads/
https://github.com/BIT-DA/VBLC#setup-datasets
↥https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
https://github.com/BIT-DA/VBLC#model-zoo
Google Drivehttps://drive.google.com/drive/folders/1lqnUBRSAF-fKIUI2VsO3tYgRAa43eurN?usp=sharing
Baidu Netdiskhttps://pan.baidu.com/s/1TXA0egGCJ6iA44mSrXHAMQ
https://github.com/BIT-DA/VBLC#task-1-cityscapes--acdc
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https://github.com/BIT-DA/VBLC#task-2-cityscapes--foggycityscapes--raincityscapes
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↥https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
https://github.com/BIT-DA/VBLC#vblc-evaluation
ACDC test serverhttps://acdc.vision.ee.ethz.ch/submit
↥https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
https://github.com/BIT-DA/VBLC#vblc-training
SegFormerhttps://github.com/NVlabs/SegFormer
herehttps://drive.google.com/drive/folders/1b7bwrInTW4VLEm27YawHOAMSMikga2Ia?usp=sharing
VBLC Evaluationhttps://github.com/BIT-DA/VBLC#vblc-evaluation
↥https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
https://github.com/BIT-DA/VBLC#how-to-add-vblc-to-your-self-training-uda-code
↥https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
https://github.com/BIT-DA/VBLC#acknowledgments
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IA-YOLOhttps://github.com/wenyyu/Image-Adaptive-YOLO
licensehttps://github.com/BIT-DA/VBLC/blob/main/resources/license_iayolo
SePiCohttps://github.com/BIT-DA/SePiCo
↥https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
https://github.com/BIT-DA/VBLC#citation
↥https://github.com/BIT-DA/VBLC#vblc-for-domain-adaptive-semantic-segmentation-under-adverse-conditions
arxiv.org/abs/2211.12256https://arxiv.org/abs/2211.12256
semantic-segmentation https://github.com/topics/semantic-segmentation
domain-adaptation https://github.com/topics/domain-adaptation
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