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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Xing Cheng, Hezheng Lin, Xiangyu Wu |
| 2021 |
| arxiv 2106.06195 |
| Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation | Golnaz Ghiasi, Yin Cui, Aravind Srinivas | 2020 | arxiv 2012.07177 |
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| XCiT: Cross-Covariance Image Transformers | Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron | 2021 | arxiv 2106.09681 |
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| Cross-modal Identity Mapping: Minimizing Information Loss in Modality Conversion via Reinforcement Learning | Haonan Jia, Shichao Dong, Xin Dong | 2026 | arxiv 2603.01696 |
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| Intra-Modal Neighbors Never Lie: Rectifying Inter-Modal Noisy Correspondence via Graph-Based Intra-Modal Reasoning | Yang Liu, Wentao Feng, Shu-Dong Huang | 2026 | arxiv 2606.04061 |
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| Addressing Detail Bottlenecks in Latent Diffusion for RGB-to-SWIR Image Translation | Kaili Wang, Martin Dimitrievski, Jose Maria Salvador | 2026 | arxiv 2606.19961 |
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| Automated sign detection across the Electronic Babylonian Library: A large-scale dataset and end-to-end cuneiform OCR pipeline | Wentao Che, Esteban Garcés Arias, Asim Niaz | 2026 | arxiv 2606.22608 |
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| SLQ: Bridging Modalities via Shared Latent Queries for Retrieval with Frozen MLLMs | Haoran Lou, Ziyan Liu, Chunxiao Fan | 2026 | arxiv 2604.13710 |
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| The Velocity Deficit: Initial Energy Injection for Flow Matching | Linze Li, Zong-Wei Hong, Shen Zhang | 2026 | arxiv 2605.14819 |
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| FlowOVD: Learning Generative Latent Flows for Zero-shot Open-vocabulary Detection | Yao Wei, Andrea Cavallaro, Changjae Oh | 2026 | arxiv 2606.00782 |
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