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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 |
|---|---|---|---|
| Crafting GBD-Net for Object Detection | Xingyu Zeng, Wanli Ouyang, Junjie Yan | 2016 | arxiv 1610.02579 |
| Evaluation of Object Detection Proposals Under Condition Variations | Fahimeh Rezazadegan, Sareh Shirazi, Michael Milford | 2015 | arxiv 1512.03424 |
| A Survey of Deep Learning-based Object Detection | Licheng Jiao, Fan Zhang, Fang Liu | 2019 | arxiv 1907.09408 |
| Deep Learning Object Detection Approaches to Signal Identification | Luke Wood, Kevin Anderson, Peter Gerstoft | 2022 | arxiv 2210.16173 |
| Few-shot Object Detection on Remote Sensing Images | Jingyu Deng, Xiang Li, Yi Fang | 2020 | arxiv 2006.07826 |
| Object Detection with Deep Learning: A Review | Zhong-Qiu Zhao, Peng Zheng, Shou-tao Xu | 2018 | arxiv 1807.05511 |
| Generative Region-Language Pretraining for Open-Ended Object Detection | Chuang Lin, Yi Jiang, Lizhen Qu | 2024 | arxiv 2403.10191 |
| Small Object Detection using Context and Attention | Jeong-Seon Lim, Marcella Astrid, Hyun-Jin Yoon | 2019 | arxiv 1912.06319 |
| Recurrent Neural Networks for video object detection | Ahmad B Qasim, Arnd Pettirsch | 2020 | arxiv 2010.15740 |
| Aerial Image Object Detection With Vision Transformer Detector (ViTDet) | Liya Wang, Alex Tien | 2023 | arxiv 2301.12058 |
| IoU Loss for 2D/3D Object Detection | Dingfu Zhou, Jin Fang, Xibin Song | 2019 |
| arxiv 1908.03851 |
| ParkingSticker: A Real-World Object Detection Dataset | Caroline Potts, Ethem F. Can, Aysu Ezen-Can | 2020 | arxiv 2001.11639 |
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| Any-Shot Object Detection | Shafin Rahman, Salman Khan, Nick Barnes | 2020 | arxiv 2003.07003 |
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| MMRotate: A Rotated Object Detection Benchmark using PyTorch | Yue Zhou, Xue Yang, Gefan Zhang | 2022 | arxiv 2204.13317 |
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| Object Detection from Video Tubelets with Convolutional Neural Networks | Kai Kang, Wanli Ouyang, Hongsheng Li | 2016 | arxiv 1604.04053 |
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| 3D Object Detection for Autonomous Driving: A Comprehensive Survey | Jiageng Mao, Shaoshuai Shi, Xiaogang Wang | 2022 | arxiv 2206.09474 |
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| Motion Guided Attention for Video Salient Object Detection | Haofeng Li, Guanqi Chen, Guanbin Li | 2019 | arxiv 1909.07061 |
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| Real-time Traffic Object Detection for Autonomous Driving | Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Andreas Dengel | 2024 | arxiv 2402.00128 |
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| Evaluation Metrics for Object Detection for Autonomous Systems | Apurva Badithela, Tichakorn Wongpiromsarn, Richard M. Murray | 2022 | arxiv 2210.10298 |
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| An advanced YOLOv3 method for small object detection | Baokai Liu, Fengjie He, Shiqiang Du | 2022 | arxiv 2212.02809 |
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