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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Jingbo Lin, Weipeng Jing, Houbing Song |
| 2019 |
| arxiv 1907.03089 |
| Point-Plane Projections for Accurate LiDAR Semantic Segmentation in Small Data Scenarios | Simone Mosco, Daniel Fusaro, Wanmeng Li | 2025 | arxiv 2509.10841 |
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| Deep Semantic Segmentation for Multi-Source Localization Using Angle of Arrival Measurements | Mustafa Atahan Nuhoglu, Hakan Ali Cirpan | 2025 | arxiv 2506.10107 |
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| When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation | Pan Liu, Jinshi Liu | 2025 | arxiv 2509.16704 |
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| DCP-Net: A Distributed Collaborative Perception Network for Remote Sensing Semantic Segmentation | Zhechao Wang, Peirui Cheng, Shujing Duan | 2023 | arxiv 2309.02230 |
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| SLRNet: Semi-Supervised Semantic Segmentation Via Label Reuse for Human Decomposition Images | Sara Mousavi, Zhenning Yang, Kelley Cross | 2022 | arxiv 2202.11900 |
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| Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation | Quang Nguyen, Truong Vu, Anh Tran | 2023 | arxiv 2309.14303 |
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| Top-K Pooling with Patch Contrastive Learning for Weakly-Supervised Semantic Segmentation | Wangyu Wu, Tianhong Dai, Xiaowei Huang | 2023 | arxiv 2310.09828 |
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| DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation | Ahmad Mohammadshirazi, Ali Nosrati Firoozsalari, Mengxi Zhou | 2024 | arxiv 2406.17591 |
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| Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks | Edgar Heinert, Stephan Tilgner, Timo Palm | 2024 | arxiv 2409.11373 |
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| Label-Efficient Semantic Segmentation of LiDAR Point Clouds in Adverse Weather Conditions | Aldi Piroli, Vinzenz Dallabetta, Johannes Kopp | 2024 | arxiv 2406.09906 |
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