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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 |
|---|---|---|---|
| Improved Region Proposal Network for Enhanced Few-Shot Object Detection | Zeyu Shangguan, Mohammad Rostami | 2023 | arxiv 2308.07535 |
| Polarity Loss for Zero-shot Object Detection | Shafin Rahman, Salman Khan, Nick Barnes | 2018 | arxiv 1811.08982 |
| Multimodal 3D Object Detection on Unseen Domains | Deepti Hegde, Suhas Lohit, Kuan-Chuan Peng | 2024 | arxiv 2404.11764 |
| Source-Free Object Detection with Detection Transformer | Huizai Yao, Sicheng Zhao, Shuo Lu | 2025 | arxiv 2510.11090 |
| Simultaneous Object Detection and Semantic Segmentation | Niels Ole Salscheider | 2019 | arxiv 1905.02285 |
| Patch Refinement -- Localized 3D Object Detection | Johannes Lehner, Andreas Mitterecker, Thomas Adler | 2019 | arxiv 1910.04093 |
| Speedy Object Detection based on Shape | Y. Jayanta Singh, Shalu Gupta | 2013 | arxiv 1307.3439 |
| Reverse Attention for Salient Object Detection | Shuhan Chen, Xiuli Tan, Ben Wang | 2018 | arxiv 1807.09940 |
| Multimodal Object Detection via Probabilistic Ensembling | Yi-Ting Chen, Jinghao Shi, Zelin Ye | 2021 | arxiv 2104.02904 |
| What Can Human Sketches Do for Object Detection? | Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain | 2023 | arxiv 2303.15149 |
| PFDet: 2nd Place Solution to Open Images Challenge 2018 Object Detection Track | Takuya Akiba, Tommi Kerola, Yusuke Niitani |
| 2018 |
| arxiv 1809.00778 |
| Deep learning for 3D Object Detection and Tracking in Autonomous Driving: A Brief Survey | Yang Peng | 2023 | arxiv 2311.06043 |
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| Adaptive Self-Training for Object Detection | Renaud Vandeghen, Gilles Louppe, Marc Van Droogenbroeck | 2022 | arxiv 2212.05911 |
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| SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling | Yasin Almalioglu, Andrzej Kucik, Geoffrey French | 2025 | arxiv 2504.13310 |
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| Scaling Novel Object Detection with Weakly Supervised Detection Transformers | Tyler LaBonte, Yale Song, Xin Wang | 2022 | arxiv 2207.05205 |
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| Salience Biased Loss for Object Detection in Aerial Images | Peng Sun, Guang Chen, Guerdan Luke | 2018 | arxiv 1810.08103 |
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| Learning Object Scale With Click Supervision for Object Detection | Liao Zhang, Yan Yan, Lin Cheng | 2020 | arxiv 2002.08555 |
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| Penalizing Proposals using Classifiers for Semi-Supervised Object Detection | Somnath Hazra, Pallab Dasgupta | 2022 | arxiv 2205.13219 |
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| Towards Open-Vocabulary Multimodal 3D Object Detection with Attributes | Xinhao Xiang, Kuan-Chuan Peng, Suhas Lohit | 2025 | arxiv 2508.16812 |
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| Integrated Deep and Shallow Networks for Salient Object Detection | Jing Zhang, Bo Li, Yuchao Dai | 2017 | arxiv 1706.00530 |
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