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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild |
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| Yang Xiao, Vincent Lepetit, Renaud Marlet |
| 2020 |
| arxiv 2007.12107 |
| Robustness-Aware 3D Object Detection in Autonomous Driving: A Review and Outlook | Ziying Song, Lin Liu, Feiyang Jia | 2024 | arxiv 2401.06542 |
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| Purifying, Labeling, and Utilizing: A High-Quality Pipeline for Small Object Detection | Siwei Wang, Zhiwei Chen, Liujuan Cao | 2025 | arxiv 2504.20602 |
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| Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection | Yinmin Zhang, Xinzhu Ma, Shuai Yi | 2021 | arxiv 2107.13931 |
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| SSL-OTA: Unveiling Backdoor Threats in Self-Supervised Learning for Object Detection | Qiannan Wang, Changchun Yin, Lu Zhou | 2023 | arxiv 2401.00137 |
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| AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training | Xingyuan Li, Jinyuan Liu, Long Ma | 2023 | arxiv 2309.01106 |
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| Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images | Nanqing Liu, Xun Xu, Turgay Celik | 2023 | arxiv 2303.06817 |
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| ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles | Ran Xu, Chen-lin Zhang, Pengcheng Wang | 2020 | arxiv 2010.10754 |
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| Anchor Retouching via Model Interaction for Robust Object Detection in Aerial Images | Dong Liang, Qixiang Geng, Zongqi Wei | 2021 | arxiv 2112.06701 |
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| CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations | Yuwei Zhang, Yan Wu, Yanming Liu | 2024 | arxiv 2403.11220 |
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