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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation | Lin Chen, Qi Yang, Kun Ding | 2025 | arxiv 2501.17642 |
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| CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction | Yuan Zhou, Qingshan Xu, Jiequan Cui | 2024 | arxiv 2411.16170 |
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| SCASeg: Strip Cross-Attention for Efficient Semantic Segmentation | Guoan Xu, Jiaming Chen, Wenfeng Huang | 2024 | arxiv 2411.17061 |
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| MPM: Mutual Pair Merging for Efficient Vision Transformers | Simon Ravé, Pejman Rasti, David Rousseau | 2026 | arxiv 2604.05718 |
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| FractalMamba++: Scaling Vision Mamba Across Resolutions via Hilbert Fractal Geometry | Bo Li, Haoke Xiao, Lv Tang | 2025 | arxiv 2505.14062 |
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| D3S2: Diffusion-Guided Dataset Distillation for Semantic Segmentation | Wenjie Zheng, Haoji Hu, Jiali Lu | 2026 | arxiv 2605.25022 |
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| AdaDINO: Context-Adaptive DINO-Distilled Vision Foundation Models for Efficient Open-Vocabulary Edge Inference | Yiwei Zhao, Yi Zheng, Huapeng Su | 2026 | arxiv 2604.15622 |
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| Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift | Jiefeng Peng, Jiqi Zhang, Changlin Li | 2021 | arxiv 2108.09671 |
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| CFNet: Learning Correlation Functions for One-Stage Panoptic Segmentation | Yifeng Chen, Wenqing Chu, Fangfang Wang | 2022 | arxiv 2201.04796 |
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| Beyond Fixation: Dynamic Window Visual Transformer | Pengzhen Ren, Changlin Li, Guangrun Wang | 2022 | arxiv 2203.12856 |
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