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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| A Survey on Training-free Open-Vocabulary Semantic Segmentation |
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| Naomi Kombol, Ivan Martinović, Siniša Šegvić |
| 2025 |
| arxiv 2505.22209 |
| Poisoning the Pixels: Revisiting Backdoor Attacks on Semantic Segmentation | Guangsheng Zhang, Huan Tian, Leo Zhang | 2026 | arxiv 2603.16405 |
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| Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation | Jianrong Zhang, Tianyi Wu, Chuanghao Ding | 2022 | arxiv 2204.13314 |
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| Position Prediction Self-Supervised Learning for Multimodal Satellite Imagery Semantic Segmentation | John Waithaka, Moise Busogi | 2025 | arxiv 2506.06852 |
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| Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation | Yuwen Pan, Rui Sun, Naisong Luo | 2024 | arxiv 2408.13838 |
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| TeFF: Tracking-enhanced Forgetting-free Few-shot 3D LiDAR Semantic Segmentation | Junbao Zhou, Jilin Mei, Pengze Wu | 2024 | arxiv 2408.15657 |
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| Boundary Corrected Multi-scale Fusion Network for Real-time Semantic Segmentation | Tianjiao Jiang, Yi Jin, Tengfei Liang | 2022 | arxiv 2203.00436 |
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| What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation | Benedikt Blumenstiel, Johannes Jakubik, Hilde Kühne | 2023 | arxiv 2306.15521 |
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| Spatio-Temporal Attention for Consistent Video Semantic Segmentation in Automated Driving | Serin Varghese, Kevin Ross, Fabian Hueger | 2026 | arxiv 2602.10052 |
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| Unsupervised Class Generation to Expand Semantic Segmentation Datasets | Javier Montalvo, Álvaro García-Martín, Pablo Carballeira | 2025 | arxiv 2501.02264 |
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