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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Effect of the regularization hyperparameter on deep learning-based segmentation in LGE-MRI | Olivier Rukundo | 2020 | arxiv 2012.05661 |
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| Stronger is not better: Better Augmentations in Contrastive Learning for Medical Image Segmentation | Azeez Idris, Abdurahman Ali Mohammed, Samuel Fanijo | 2025 | arxiv 2512.05992 |
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| Cross-CBAM: A Lightweight network for Scene Segmentation | Zhengbin Zhang, Zhenhao Xu, Xingsheng Gu | 2023 | arxiv 2306.02306 |
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| 3D Scene Parsing via Class-Wise Adaptation | Daichi Ono, Hiroyuki Yabe, Tsutomu Horikawa | 2018 | arxiv 1812.03622 |
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| DispSegNet: Leveraging Semantics for End-to-End Learning of Disparity Estimation from Stereo Imagery | Junming Zhang, Katherine A. Skinner, Ram Vasudevan | 2018 | arxiv 1809.04734 |
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| Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets | Wolfgang Boettcher, Lukas Hoyer, Ozan Unal | 2024 | arxiv 2408.12489 |
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| Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter | Jinglong Wang, Xiawei Li, Jing Zhang | 2023 | arxiv 2309.02773 |
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| Synthetic Instance Segmentation from Semantic Image Segmentation Masks | Yuchen Shen, Dong Zhang, Zhao Zhang | 2023 | arxiv 2308.00949 |
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| EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection | Mohsen Ghafoorian, Cedric Nugteren, Nóra Baka | 2018 | arxiv 1806.05525 |
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