BinhuiXie

SPCL

SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning https://arxiv.org/abs/2111.12358

visda2022-3rd-place

annotator-web

EADA

[AAAI 2022] Code release for "Active Learning for Domain Adaptation: An Energy-based Approach". https://arxiv.org/abs/2112.01406

GDCAN

[TPAMI] Code release for "Generalized Domain Conditioned Adaptation Network" https://arxiv.org/abs/2103.12339

RIPU

[CVPR 2022] Official Implementation of Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

BCDM

[AAAI 2021] Code release for "Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation" https://arxiv.org/abs/2012.06995

BinhuiXie

CAF

[TKDE 2022] A Collaborative Alignment Framework of Transferable Knowledge Extraction for Unsupervised Domain Adaptation

CLIP

Contrastive Language-Image Pretraining

DCAN

Code release for "Domain Conditioned Adaptation Network" (AAAI 2020)

JADA

[ACM MM 2019] Code release for "Joint Adversarial Domain Adaptation" https://dl.acm.org/doi/10.1145/3343031.3351070

SDCA

Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation https://arxiv.org/abs/2105.05013

SePiCo

Official Implementation of "SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation" https://arxiv.org/abs/2204.08808

sepico-web

SSAN

Code release for "Simultaneous Semantic Alignment Network for Heterogenous Domain Adaptation" (ACMMM 2020)

ToMe

A method to increase the speed and lower the memory footprint of existing vision transformers.