[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
☆562Aug 10, 2024Updated last year
Alternatives and similar repositories for DAFormer
Users that are interested in DAFormer are comparing it to the libraries listed below
Sorting:
- [ECCV22] Official Implementation of HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation☆264Aug 10, 2024Updated last year
- Code from the paper "DACS: Domain Adaptation via Cross-domain Mixed Sampling"☆131Jul 6, 2023Updated 2 years ago
- [CVPR23] Official Implementation of MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation☆291Aug 10, 2024Updated last year
- Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)☆291Jul 6, 2023Updated 2 years ago
- [ICCV 2021] Code for our paper Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation☆73Dec 24, 2021Updated 4 years ago
- [TPAMI 2023 ESI Highly Cited Paper] SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation https://arxiv.org/ab…☆119Nov 30, 2023Updated 2 years ago
- [NeurIPS 2022 Spotlight] Official implement of Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation☆70Mar 29, 2023Updated 2 years ago
- This is an official implementation for "Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation"☆20Mar 28, 2022Updated 3 years ago
- Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions [WACV 2023]☆85Aug 9, 2023Updated 2 years ago
- Official Implementation of PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation☆100Jul 23, 2024Updated last year
- Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation [ICCV 2023]☆40Aug 30, 2023Updated 2 years ago
- Implementation of CLUDA: Contrastive learning in Unsupervised Domian Adaptation in Semantic Segmentation☆28Sep 26, 2022Updated 3 years ago
- (CVPR2021) DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation☆124May 7, 2022Updated 3 years ago
- [ICCV23] EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation☆32Apr 12, 2024Updated last year
- (ECCV 2020) Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation☆141Sep 30, 2020Updated 5 years ago
- Self-supervised Augmentation Consistency for Adapting Semantic Segmentation (CVPR 2021)☆150Nov 9, 2021Updated 4 years ago
- (NeurIPS2019) Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation☆145Jul 6, 2023Updated 2 years ago
- IJCAI2020 & IJCV2021 Unsupervised Scene Adaptation with Memory Regularization in vivo☆396Oct 24, 2025Updated 4 months ago
- Official pytorch implementation of CPSL: class-balanced pixel-level self-labeling for domain adaptive semantic segmentation (CVPR 2022)☆69Nov 17, 2022Updated 3 years ago
- IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020)☆77Jul 5, 2021Updated 4 years ago
- SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning https://arxiv.org/abs/2…☆11Jun 24, 2022Updated 3 years ago
- Original PyTorch implementation of the paper "Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Dat…☆30Feb 14, 2024Updated 2 years ago
- [CVPR 2020] Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation☆92Nov 22, 2022Updated 3 years ago
- Fourier Domain Adaptation for Semantic Segmentation☆545Jul 1, 2020Updated 5 years ago
- ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation☆689Oct 13, 2022Updated 3 years ago
- An implementation of our work "Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation".☆36Jul 5, 2021Updated 4 years ago
- Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)☆238Jul 23, 2020Updated 5 years ago
- Official PyTorch implementation of RobustNet (CVPR 2021 Oral)☆224Jun 15, 2022Updated 3 years ago
- [CVPR'21] MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation☆46May 6, 2022Updated 3 years ago
- [CVPR21] Implementation of our work "Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation"☆252Aug 31, 2021Updated 4 years ago
- Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)☆860Aug 14, 2020Updated 5 years ago
- CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View☆388Jun 30, 2022Updated 3 years ago
- [AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditio…☆30Mar 26, 2025Updated 11 months ago
- Official Implementation of Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation https://arxiv.org/abs/2105.05013☆38Apr 27, 2022Updated 3 years ago
- Official PyTorch implementation of SegFormer☆3,358Aug 2, 2024Updated last year
- ☆223Nov 22, 2021Updated 4 years ago
- ☆21Dec 4, 2021Updated 4 years ago
- Official implementation of ProCST image-to-image translation for UDA-SS.☆29Jan 14, 2023Updated 3 years ago
- Official code for "Decoupling Zero-Shot Semantic Segmentation"☆180Nov 30, 2022Updated 3 years ago