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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Md Ashiqur Rahman, Lim Jun Hao, Jeremiah Jiang |
| 2026 |
| arxiv 2603.26657 |
| An Open Source Computer Vision and Machine Learning Framework for Affordable Life Science Robotic Automation | Zachary Logan, Andrew Dudash, Daniel Negrón | 2026 | arxiv 2603.20465 |
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| OvAi Focus: AI-based Multi-class Segmentation of Functional Ovaries and Adnexal Masses in Gynecological Ultrasound | Niccolò Tallone, Francesca Salis, Pio Raffaele Fina | 2026 | arxiv 2607.14179 |
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| LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception | Dongqiangzi Ye, Zixiang Zhou, Weijia Chen | 2022 | arxiv 2209.09385 |
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| Masked strategies for images with small objects | H. Martin Gillis, Ming Hill, Paul Hollensen | 2025 | arxiv 2504.17935 |
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| 3D Reconstruction of Coronary Vessel Trees from Biplanar X-Ray Images Using a Geometric Approach | Ethan Koland, Lin Xi, Nadeev Wijesuriya | 2025 | arxiv 2509.13358 |
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| SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data | Xingye Li, Ling Zhang, Zhigang Zhu | 2022 | arxiv 2201.04833 |
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| Enforcing temporal consistency in Deep Learning segmentation of brain MR images | Malav Bateriwala, Pierrick Bourgeat | 2019 | arxiv 1906.07160 |
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| Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow | Grzegorz Chlebus, Andrea Schenk, Horst K. Hahn | 2021 | arxiv 2109.14879 |
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| POLAR-Sim: Augmenting NASA's POLAR Dataset for Data-Driven Lunar Perception and Rover Simulation | Bo-Hsun Chen, Peter Negrut, Thomas Liang | 2023 | arxiv 2309.12397 |
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