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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Object Detection as Probabilistic Set Prediction | Georg Hess, Christoffer Petersson, Lennart Svensson | 2022 | arxiv 2203.07980 |
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| Bridging the Gap to Real-World Object-Centric Learning | Maximilian Seitzer, Max Horn, Andrii Zadaianchuk | 2022 | arxiv 2209.14860 |
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| Addressing the Challenges of Open-World Object Detection | David Pershouse, Feras Dayoub, Dimity Miller | 2023 | arxiv 2303.14930 |
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| HOKEM: Human and Object Keypoint-based Extension Module for Human-Object Interaction Detection | Yoshiki Ito | 2023 | arxiv 2306.14260 |
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| DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation | Sanghyun Jo, Fei Pan, In-Jae Yu | 2024 | arxiv 2404.00380 |
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| A Multi-task Supervised Compression Model for Split Computing | Yoshitomo Matsubara, Matteo Mendula, Marco Levorato | 2025 | arxiv 2501.01420 |
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| KonvLiNA: Integrating Kolmogorov-Arnold Network with Linear Nystr\"om Attention for feature fusion in Crop Field Detection | Haruna Yunusa, Qin Shiyin, Adamu Lawan | 2024 | arxiv 2408.13160 |
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| MicroViT: A Vision Transformer with Low Complexity Self Attention for Edge Device | Novendra Setyawan, Chi-Chia Sun, Mao-Hsiu Hsu | 2025 | arxiv 2502.05800 |
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| NordFKB: a fine-grained benchmark dataset for geospatial AI in Norway | Sander Riis\oen Jyhne, Aditya Gupta, Ben Worsley | 2025 | arxiv 2512.09913 |
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| LAPX: Lightweight Hourglass Network with Global Context | Haopeng Zhao, Marsha Mariya Kappan, Mahdi Bamdad | 2025 | arxiv 2512.16089 |
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