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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Frank Stapel, Floris Weers, Doina Bucur |
| 2022 |
| arxiv 2202.08143 |
| CCNet: Criss-Cross Attention for Semantic Segmentation | Zilong Huang, Xinggang Wang, Yunchao Wei | 2018 | arxiv 1811.11721 |
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| VCMamba: Bridging Convolutions with Multi-Directional Mamba for Efficient Visual Representation | Mustafa Munir, Alex Zhang, Radu Marculescu | 2025 | arxiv 2509.04669 |
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| When Token Compression Breaks: Structural Pruning vs. Token Reduction for Robust ViT Segmentation under High Compression | Tien-Phat Nguyen, Ngai-Man Cheung | 2026 | arxiv 2607.02237 |
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| Extreme Image Coding via Multiscale Autoencoders With Generative Adversarial Optimization | Chao Huang, Haojie Liu, Tong Chen | 2019 | arxiv 1904.03851 |
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| Dynamic Focus-aware Positional Queries for Semantic Segmentation | Haoyu He, Jianfei Cai, Zizheng Pan | 2022 | arxiv 2204.01244 |
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| PosSAM: Panoptic Open-vocabulary Segment Anything | Vibashan VS, Shubhankar Borse, Hyojin Park | 2024 | arxiv 2403.09620 |
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| Swin Transformer: Hierarchical Vision Transformer using Shifted Windows | Ze Liu, Yutong Lin, Yue Cao | 2021 | arxiv 2103.14030 |
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| Reload-Mamba: Hierarchical Anti-Dilution State-Space Modeling for Multi-Class Semantic Segmentation | Sheng-Wei Chan, Hsin-Jui Pan, Jen-Shiun Chiang | 2026 | arxiv 2606.17966 |
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| Vision Transformer: Vit and its Derivatives | Zujun Fu | 2022 | arxiv 2205.11239 |
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