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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 |
|---|---|---|---|
| S3OD: Towards Generalizable Salient Object Detection with Synthetic Data | Orest Kupyn, Hirokatsu Kataoka, Christian Rupprecht | 2025 | arxiv 2510.21605 |
| Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval | Mankeerat Sidhu, Hetarth Chopra, Ansel Blume | 2024 | arxiv 2409.18733 |
| 3DRM:Pair-wise relation module for 3D object detection | Yuqing Lan, Yao Duan, Yifei Shi | 2022 | arxiv 2202.09721 |
| Exploring Plain Vision Transformer Backbones for Object Detection | Yanghao Li, Hanzi Mao, Ross Girshick | 2022 | arxiv 2203.16527 |
| Accurate 3D Object Detection using Energy-Based Models | Fredrik K. Gustafsson, Martin Danelljan, Thomas B. Schön | 2020 | arxiv 2012.04634 |
| Multiclass Confidence and Localization Calibration for Object Detection | Bimsara Pathiraja, Malitha Gunawardhana, Muhammad Haris Khan | 2023 | arxiv 2306.08271 |
| Perspective-aware Convolution for Monocular 3D Object Detection | Jia-Quan Yu, Soo-Chang Pei | 2023 | arxiv 2308.12938 |
| DSFEC: Efficient and Deployable Deep Radar Object Detection | Gayathri Dandugula, Santhosh Boddana, Sudesh Mirashi | 2024 | arxiv 2412.07411 |
| Weakly supervised object detection using pseudo-strong labels | Ke Yang, Dongsheng Li, Yong Dou | 2016 | arxiv 1607.04731 |
| Practical Insights into Semi-Supervised Object Detection Approaches | Chaoxin Wang, Bharaneeshwar Balasubramaniyam, Anurag Sangem | 2026 | arxiv 2601.13380 |
| Template-based Object Detection Using a Foundation Model |
|---|
| Valentin Braeutigam, Matthias Stock, Bernhard Egger |
| 2026 |
| arxiv 2603.19773 |
| Lifelong Object Detection | Wang Zhou, Shiyu Chang, Norma Sosa | 2020 | arxiv 2009.01129 |
|---|
| Fast Object Detection in Compressed Video | Shiyao Wang, Hongchao Lu, Zhidong Deng | 2018 | arxiv 1811.11057 |
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| Synthetic-to-Real Camouflaged Object Detection | Zhihao Luo, Luojun Lin, Zheng Lin | 2025 | arxiv 2507.18911 |
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| MODETR: Moving Object Detection with Transformers | Eslam Mohamed, Ahmad El-Sallab | 2021 | arxiv 2106.11422 |
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| Partial Weakly-Supervised Oriented Object Detection | Mingxin Liu, Peiyuan Zhang, Yuan Liu | 2025 | arxiv 2507.02751 |
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| A Versatile Multi-View Framework for LiDAR-based 3D Object Detection with Guidance from Panoptic Segmentation | Hamidreza Fazlali, Yixuan Xu, Yuan Ren | 2022 | arxiv 2203.02133 |
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| Monocular 3D Object Detection using Multi-Stage Approaches with Attention and Slicing aided hyper inference | Abonia Sojasingarayar, Ashish Patel | 2022 | arxiv 2212.11804 |
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| Learning RGB-D Salient Object Detection using background enclosure, depth contrast, and top-down features | Riku Shigematsu, David Feng, Shaodi You | 2017 | arxiv 1705.03607 |
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| Collaborative Learning for Weakly Supervised Object Detection | Jiajie Wang, Jiangchao Yao, Ya Zhang | 2018 | arxiv 1802.03531 |
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