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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Localization Under Consistent Assumptions Over Dynamics | Matti Pekkanen, Francesco Verdoja, Ville Kyrki | 2023 | arxiv 2305.16702 |
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| Text Change Detection in Multilingual Documents Using Image Comparison | Doyoung Park, Naresh Reddy Yarram, Sunjin Kim | 2024 | arxiv 2412.04137 |
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| Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning | Daniele Rege Cambrin, Giuseppe Gallipoli, Irene Benedetto | 2024 | arxiv 2409.13641 |
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| Break a Lag: Triple Exponential Moving Average for Enhanced Optimization | Roi Peleg, Yair Smadar, Teddy Lazebnik | 2023 | arxiv 2306.01423 |
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| DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment | Cijo Jose, Théo Moutakanni, Dahyun Kang | 2024 | arxiv 2412.16334 |
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| LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification | Shubham Kumar Nigam, Tanmay Dubey, Govind Sharma | 2025 | arxiv 2502.05836 |
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| Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenes | Lukas Rauch, Thomas Braml | 2025 | arxiv 2502.14721 |
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| OpenVox: Real-time Instance-level Open-vocabulary Probabilistic Voxel Representation | Yinan Deng, Bicheng Yao, Yihang Tang | 2025 | arxiv 2502.16528 |
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| Predictive Uncertainty Quantification for Bird's Eye View Segmentation: A Benchmark and Novel Loss Function | Linlin Yu, Bowen Yang, Tianhao Wang | 2024 | arxiv 2405.20986 |
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| CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure Delineation | Elyar Esmaeilzadeh, Ehsan Garaaghaji, Farzad Hallaji Azad | 2025 | arxiv 2504.00753 |
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