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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| arxiv 2309.06282 |
| Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation | Zhiyi Pan, Wei Gao, Shan Liu | 2024 | arxiv 2410.08091 |
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| Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images | Shuailin Li, Chuyu Zhang, Xuming He | 2020 | arxiv 2007.10732 |
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| Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation | Guolei Sun, Yun Liu, Hao Tang | 2022 | arxiv 2207.10436 |
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| D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation | Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan | 2022 | arxiv 2202.06484 |
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| Learning with Style: Continual Semantic Segmentation Across Tasks and Domains | Marco Toldo, Umberto Michieli, Pietro Zanuttigh | 2022 | arxiv 2210.07016 |
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| Artificial Pupil Dilation for Data Augmentation in Iris Semantic Segmentation | Daniel P. Benalcazar, David A. Benalcazar, Andres Valenzuela | 2022 | arxiv 2212.12733 |
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| Effective Use of Synthetic Data for Urban Scene Semantic Segmentation | Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann | 2018 | arxiv 1807.06132 |
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| Diffusion-Based Image Augmentation for Semantic Segmentation in Outdoor Robotics | Peter Mortimer, Mirko Maehlisch | 2025 | arxiv 2507.00153 |
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| Semantic Segmentation of Textured Non-manifold 3D Meshes using Transformers | Mohammadreza Heidarianbaei, Max Mehltretter, Franz Rottensteiner | 2026 | arxiv 2604.01836 |
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| TsallisPGD: Adaptive Gradient Weighting for Adversarial Attacks on Semantic Segmentation | Alexander Matyasko, Xin Lou, Indriyati Atmosukarto | 2026 | arxiv 2605.03405 |
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