ygjwd12345 / UCD
The offical Pytorch code for "Uncertainty-aware Contrastive Distillation\\for Incremental Semantic Segmentation"
☆33Updated 3 years ago
Alternatives and similar repositories for UCD:
Users that are interested in UCD are comparing it to the libraries listed below
- Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation☆17Updated 9 months ago
- PyTorch implementation of: Michieli U. and Zanuttigh P., "Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentan…☆55Updated 3 years ago
- Official implementation of "CoMFormer: Continual Learning in Semantic and Panoptic Segmentation"☆39Updated last year
- [CVPR2022] Representation Compensation Networks for Continual Semantic Segmentation☆106Updated last year
- An official code for "Endpoints Weight Fusion for Class Incremental Semantic Segmentation"☆33Updated last year
- Official implementation of "Incremental Learning in Semantic Segmentation from Image Labels"☆62Updated 3 years ago
- A list of papers and codes about Incremental/Continual Semantic Segmentation☆13Updated last year
- Official repository for our paper on "Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segme…☆12Updated 2 years ago
- CVPR 2024 Paper: Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer☆23Updated last year
- Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation. ECCV 2022☆46Updated 2 years ago
- [NeurIPS 2021] SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning☆62Updated 2 years ago
- A Survey on Continual/Incremental Semantic Segmentation☆107Updated 2 months ago
- Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022☆57Updated 2 years ago
- Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation☆152Updated 3 years ago
- Official PyTorch implementation of "DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation" (CVPR 2023)☆28Updated last year
- ☆18Updated last year
- [NeurIPS 2022] Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning☆72Updated last year
- Official Code of SATS: Self-Attention Transfer for Continual Semantic Segmentation☆24Updated 2 years ago
- Code for <Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation> in CVPR 2022☆27Updated 2 years ago
- New Modeling The Background CodeBase☆16Updated 3 years ago
- [ICCV 2023] Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning☆45Updated last year
- [ICCV' 23 ORAL] Novel Scenes & Classes: Towards Adaptive Open-set Object Detection☆42Updated last year
- [CVPR22'] SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation☆23Updated last year
- Official PyTorch Implementation of DIaM in "A Strong Baseline for Generalized Few-Shot Semantic Segmentation" (CVPR 2023)☆66Updated 8 months ago
- Code release for "Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Seg…☆18Updated last month
- Novel Class Discovery in Semantic Segmentation. CVPR 2022☆68Updated 2 years ago
- FSDR: Frequency Space Domain Randomization for Domain Generalization☆40Updated 3 years ago
- [ECCV 2022] Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation☆57Updated 2 years ago
- ☆52Updated last year
- This repo is a collection of AWESOME things about continual semantic segmentation, including papers, code, demos, etc. Feel free to pull …☆25Updated 8 months ago