Semi

Semi-Supervised Semantic Segmentation Projects

• [2017 ICCV] Semi Supervised Semantic Segmentation Using Generative Adversarial Network
• [2019 TPAMI] Semi-Supervised Semantic Segmentation with High- and Low-level Consistency [Code]
• [2020 BMVC] Semi-supervised semantic segmentation needs strong, varied perturbations [Code]
• [2020 CVPR] Semi-Supervised Semantic Segmentation with Cross-Consistency Training [Code]
• [2020 CVPR] Semi-Supervised Semantic Image Segmentation with Self-correcting Networks
• [2020 ECCV] Guided Collaborative Training for Pixel-wise Semi-Supervised Learning [Code]
• [2020 ECCV] Semi-Supervised Segmentation based on Error-Correcting Supervision
• [2021 ICLR] PseudoSeg: Designing Pseudo Labels for Semantic Segmentation [Code]
• [2021 WACV] ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning [Code]
• [2021 CVPR] Semi-supervised Semantic Segmentation with Directional Context-aware Consistency [Code]
• [2021 CVPR] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision [Code]
• [2021 ICCV] Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation [Code]
• [2021 ICCV] Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank [Code]
• [2021 ICCV] A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation [Code]
• [2021 ICCV] C3-SemiSeg: Contrastive Semi-supervised Segmentation via Cross-set Learning and Dynamic Class-balancing [Code]
• [2021 ICCV] Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation
• [2021 NeurIPS] Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning [Code]
• [2022 PR] DMT: Dynamic Mutual Training for Semi-Supervised Learning [Code]
• [2022 AAAI] GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference
• [2022 ICLR] Bootstrapping Semantic Segmentation with Regional Contrast [Code]
• [2022 CVPR] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation [Code]
• [2022 CVPR] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels [Code]
• [2022 CVPR] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation [Code]
• [2022 CVPR] Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation [Code]
• [2022 CVPR] Semi-supervised Semantic Segmentation with Error Localization Network [Code]
• [2022 CVPR] UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation
• [2022 NeurIPS] Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization [Code]
• [2022 NeurIPS] Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant [Code]
• [2023 WACV] Pruning-Guided Curriculum Learning for Semi-Supervised Semantic Segmentation
• [2022 IJCAI] Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation
• [2023 CVPR] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation[Code]
• [2023 CVPR] Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation[Code]