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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Title | Authors | Year | Source |
|---|---|---|---|
| Multi Modal Semantic Segmentation using Synthetic Data | Kartik Srivastava, Akash Kumar Singh, Guruprasad M. Hegde | 2019 | arxiv 1910.13676 |
| Domain-Agnostic Prior for Transfer Semantic Segmentation | Xinyue Huo, Lingxi Xie, Hengtong Hu | 2022 | arxiv 2204.02684 |
| Frequency-Adaptive Dilated Convolution for Semantic Segmentation | Linwei Chen, Lin Gu, Ying Fu | 2024 | arxiv 2403.05369 |
| ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts | Miko\laj Sacha, Dawid Rymarczyk, \Lukasz Struski | 2023 | arxiv 2301.12276 |
| MILAN: Milli-Annotations for Lidar Semantic Segmentation | Nermin Samet, Gilles Puy, Oriane Siméoni | 2024 | arxiv 2407.15797 |
| Trans2Unet: Neural fusion for Nuclei Semantic Segmentation | Dinh-Phu Tran, Quoc-Anh Nguyen, Van-Truong Pham | 2024 | arxiv 2407.17181 |
| Multi-domain semantic segmentation with overlapping labels | Petra Bevandić, Marin Oršić, Ivan Grubišić | 2021 | arxiv 2108.11224 |
| Localized Feature Aggregation Module for Semantic Segmentation | Ryouichi Furukawa, Kazuhiro Hotta | 2021 | arxiv 2112.01702 |
| CAR: Class-aware Regularizations for Semantic Segmentation | Ye Huang, Di Kang, Liang Chen | 2022 | arxiv 2203.07160 |
| AutoPET III Challenge: PET/CT Semantic Segmentation | Reza Safdari, Mohammad Koohi-Moghaddam, Kyongtae Tyler Bae | 2024 | arxiv 2409.13006 |
| Early Fusion of Features for Semantic Segmentation |
| Anupam Gupta, Ashok Krishnamurthy, Lisa Singh |
| 2024 |
| arxiv 2402.06091 |
| Style Adaptation for Domain-adaptive Semantic Segmentation | Ting Li, Jianshu Chao, Deyu An | 2024 | arxiv 2404.16301 |
|---|
| Towards Automated Semantic Segmentation in Mammography Images | Cesar A. Sierra-Franco, Jan Hurtado, Victor de A. Thomaz | 2023 | arxiv 2307.10296 |
|---|
| FsaNet: Frequency Self-attention for Semantic Segmentation | Fengyu Zhang, Ashkan Panahi, Guangjun Gao | 2022 | arxiv 2211.15595 |
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| Rethinking BiSeNet For Real-time Semantic Segmentation | Mingyuan Fan, Shenqi Lai, Junshi Huang | 2021 | arxiv 2104.13188 |
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| LaserMix for Semi-Supervised LiDAR Semantic Segmentation | Lingdong Kong, Jiawei Ren, Liang Pan | 2022 | arxiv 2207.00026 |
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| PAUMER: Patch Pausing Transformer for Semantic Segmentation | Evann Courdier, Prabhu Teja Sivaprasad, François Fleuret | 2023 | arxiv 2311.00586 |
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| Variational reaction-diffusion systems for semantic segmentation | Paul Vernaza | 2016 | arxiv 1604.00092 |
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| SEGCloud: Semantic Segmentation of 3D Point Clouds | Lyne P. Tchapmi, Christopher B. Choy, Iro Armeni | 2017 | arxiv 1710.07563 |
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| SegRAG: Training-Free Retrieval-Augmented Semantic Segmentation | Abderrahmene Boudiaf, Irfan Hussain, Sajid Javed | 2026 | arxiv 2605.17630 |
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