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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Wanli Ma, Oktay Karakus, Paul L. Rosin |
| 2025 |
| arxiv 2501.19227 |
| Semantic Segmentation Enhanced Transformer Model for Human Attention Prediction | Shuo Zhang | 2023 | arxiv 2301.11022 |
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| Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation | Chuandong Liu, Xingxing Weng, Shuguo Jiang | 2024 | arxiv 2408.11280 |
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| A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation | Sushmita Sarker, Prithul Sarker, Gunner Stone | 2024 | arxiv 2405.11903 |
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| Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms | Rui Fan, Hengli Wang, Yuan Wang | 2021 | arxiv 2109.02711 |
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| Self-supervised Semantic Segmentation: Consistency over Transformation | Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni | 2023 | arxiv 2309.00143 |
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| Technical Report for ICRA 2026 GOOSE 2D Fine-Grained Semantic Segmentation Challenge: Leveraging DINOv3 for Robust Outdoor Scene Understanding in Field Robotics | Jaeil Park, Hyobin Choi, Sangjin Lee | 2026 | arxiv 2606.18582 |
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| TopoLoRA-SAM: Topology-Aware Parameter-Efficient Adaptation of Foundation Segmenters for Thin-Structure and Cross-Domain Binary Semantic Segmentation | Salim Khazem | 2026 | arxiv 2601.02273 |
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| Evidential Deep Learning for Class-Incremental Semantic Segmentation | Karl Holmquist, Lena Klasén, Michael Felsberg | 2022 | arxiv 2212.02863 |
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| Semantic Segmentation of Surface from Lidar Point Cloud | Aritra Mukherjee, Sourya Dipta Das, Jasorsi Ghosh | 2020 | arxiv 2009.05994 |
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