[ECCV 2024] Official Release of SILC: Improving vision language pretraining with self-distillation

[ECCV 2024] DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control

Downstream semantic segmentation evaluation of DGInStyle.

[ECCV 2024] SDK for MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty

[ECCV2024 Oral🔥] Official Implementation of "GiT: Towards Generalist Vision Transformer through Universal Language Interface"

We're Not Using Videos Effectively (TMLR 2024)

Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)

Official implement of CVPR2023 ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation

[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

[ECCV'24] Official Implementation of SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance

[IROS23] Meta Depth Completion - ResLAN

[ICCV23] EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation

Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation [ICCV 2023]

[CVPR23] Official Implementation of MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

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[CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

[CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation

[CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation

A collection of AWESOME things about domain adaptation

Official code for "Decoupling Zero-Shot Semantic Segmentation"

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

[ECCV22] Official Implementation of HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation

[CVPR21] Implementation of our work "Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation"

Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions [WACV 2023]

[ITSC-2023] HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection

Official implementation of ProCST image-to-image translation for UDA-SS.

[TPAMI 2023 ESI Highly Cited Paper] SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2204.08808

[CVPR 2022] Official CoTTA Code for our paper Continual Test-Time Domain Adaptation