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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Title | Authors | Year | Source |
|---|---|---|---|
| DPAttack: Diffused Patch Attacks against Universal Object Detection | Shudeng Wu, Tao Dai, Shu-Tao Xia | 2020 | arxiv 2010.11679 |
| Deep Learning for Generic Object Detection: A Survey | Li Liu, Wanli Ouyang, Xiaogang Wang | 2018 | arxiv 1809.02165 |
| Few-Shot Video Object Detection | Qi Fan, Chi-Keung Tang, Yu-Wing Tai | 2021 | arxiv 2104.14805 |
| Generalizing Monocular 3D Object Detection | Abhinav Kumar | 2025 | arxiv 2508.19593 |
| Auto-Vocabulary 3D Object Detection | Haomeng Zhang, Kuan-Chuan Peng, Suhas Lohit | 2025 | arxiv 2512.16077 |
| SWIPENET: Object detection in noisy underwater images | Long Chen, Feixiang Zhou, Shengke Wang | 2020 | arxiv 2010.10006 |
| Understanding Object Detection Through An Adversarial Lens | Ka-Ho Chow, Ling Liu, Mehmet Emre Gursoy | 2020 | arxiv 2007.05828 |
| Learning Data Augmentation Strategies for Object Detection | Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi | 2019 | arxiv 1906.11172 |
| Access Control of Object Detection Models Using Encrypted Feature Maps | Teru Nagamori, Hiroki Ito, April Pyone Maung Maung | 2022 | arxiv 2202.00265 |
| Multi-Objective Evolutionary for Object Detection Mobile Architectures Search | Haichao Zhang, Jiashi Li, Xin Xia | 2022 | arxiv 2211.02791 |
| Scalable Object Detection for Stylized Objects | Aayush Garg, Thilo Will, William Darling | 2017 |
| arxiv 1711.09822 |
| Object Detection with Multimodal Large Vision-Language Models: An In-depth Review | Ranjan Sapkota, Manoj Karkee | 2025 | arxiv 2508.19294 |
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| Object Detection in Specific Traffic Scenes using YOLOv2 | Shouyu Wang, Weitao Tang | 2019 | arxiv 1905.04740 |
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| Deep Learning for UAV-based Object Detection and Tracking: A Survey | Xin Wu, Wei Li, Danfeng Hong | 2021 | arxiv 2110.12638 |
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| SOGDet: Semantic-Occupancy Guided Multi-view 3D Object Detection | Qiu Zhou, Jinming Cao, Hanchao Leng | 2023 | arxiv 2308.13794 |
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| Toward Robust LiDAR based 3D Object Detection via Density-Aware Adaptive Thresholding | Eunho Lee, Minwoo Jung, Ayoung Kim | 2024 | arxiv 2404.13852 |
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| Object detection for crabs in top-view seabed imagery | Vlad Velici, Adam Prügel-Bennett | 2021 | arxiv 2105.02964 |
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| Deep Texture-Aware Features for Camouflaged Object Detection | Jingjing Ren, Xiaowei Hu, Lei Zhu | 2021 | arxiv 2102.02996 |
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| Wasserstein Distance Based Domain Adaptation for Object Detection | Pengcheng Xu, Prudhvi Gurram, Gene Whipps | 2019 | arxiv 1909.08675 |
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| Simple Open-Vocabulary Object Detection with Vision Transformers | Matthias Minderer, Alexey Gritsenko, Austin Stone | 2022 | arxiv 2205.06230 |
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