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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 |
|---|---|---|---|
| A Review of 3D Object Detection with Vision-Language Models | Ranjan Sapkota, Konstantinos I Roumeliotis, Rahul Harsha Cheppally | 2025 | arxiv 2504.18738 |
| Beat Tracking as Object Detection | Jaehoon Ahn, Moon-Ryul Jung | 2025 | arxiv 2510.14391 |
| Hyperspectral Image Dataset for Benchmarking on Salient Object Detection | Nevrez Imamoglu, Yu Oishi, Xiaoqiang Zhang | 2018 | arxiv 1806.11314 |
| Auto-Labeling Data for Object Detection | Brent A. Griffin, Manushree Gangwar, Jacob Sela | 2025 | arxiv 2506.02359 |
| Attentional Network for Visual Object Detection | Kota Hara, Ming-Yu Liu, Oncel Tuzel | 2017 | arxiv 1702.01478 |
| MobileDets: Searching for Object Detection Architectures for Mobile Accelerators | Yunyang Xiong, Hanxiao Liu, Suyog Gupta | 2020 | arxiv 2004.14525 |
| SpecDETR: A transformer-based hyperspectral point object detection network | Zhaoxu Li, Wei An, Gaowei Guo | 2024 | arxiv 2405.10148 |
| 3D Object Detection and Tracking Based on Streaming Data | Xusen Guo, Jiangfeng Gu, Silu Guo | 2020 | arxiv 2009.06169 |
| Anytime-Lidar: Deadline-aware 3D Object Detection | Ahmet Soyyigit, Shuochao Yao, Heechul Yun | 2022 | arxiv 2208.12181 |
| Multi-Task Multi-Sensor Fusion for 3D Object Detection | Ming Liang, Bin Yang, Yun Chen | 2020 | arxiv 2012.12397 |
| Object Detection with Mask-based Feature Encoding | Xiaochuan Fan, Hao Guo, Kang Zheng |
| 2018 |
| arxiv 1802.03934 |
| Localization-aware Channel Pruning for Object Detection | Zihao Xie, Wenbing Tao, Li Zhu | 2019 | arxiv 1911.02237 |
|---|
| Consistency-based Active Learning for Object Detection | Weiping Yu, Sijie Zhu, Taojiannan Yang | 2021 | arxiv 2103.10374 |
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| 2.5D Object Detection for Intelligent Roadside Infrastructure | Nikolai Polley, Yacin Boualili, Ferdinand Mütsch | 2025 | arxiv 2507.03564 |
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| Domain-Specific Suppression for Adaptive Object Detection | Yu Wang, Rui Zhang, Shuo Zhang | 2021 | arxiv 2105.03570 |
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| Combating noisy labels in object detection datasets | Krystian Chachu\la, Jakub \Lyskawa, Bart\lomiej Olber | 2022 | arxiv 2211.13993 |
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| Group Equivariant BEV for 3D Object Detection | Hongwei Liu, Jian Yang, Jianfeng Zhang | 2023 | arxiv 2304.13390 |
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| Beyond Few-shot Object Detection: A Detailed Survey | Vishal Chudasama, Hiran Sarkar, Pankaj Wasnik | 2024 | arxiv 2408.14249 |
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| Overcoming Scene Context Constraints for Object Detection in wild using Defilters | Vamshi Krishna Kancharla, Neelam sinha | 2024 | arxiv 2404.08293 |
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| Probabilistic Object Detection with Conformal Prediction | Christopher Ries, Moussa Kassem Sbeyti, Nicolas Bianco | 2026 | arxiv 2605.07549 |
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