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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| arxiv 2506.13552 |
| iFAN: Inference-Aware Learning for Plain Mask Transformers | Fang Li, Yu He, Haoyang Tong | 2026 | arxiv 2608.03216 |
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| DVPSFormer: Efficient Online Depth-aware Video Panoptic Segmentation for Autonomous Driving | Yung-Hsu Yang, Luigi Piccinelli, Siyuan Li | 2026 | arxiv 2607.26165 |
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| Not every day is a sunny day: Synthetic cloud injection for deep land cover segmentation robustness evaluation across data sources | Sara Mobsite, Renaud Hostache, Laure Berti Equille | 2025 | arxiv 2510.03006 |
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| Unsupervised Continual Semantic Adaptation through Neural Rendering | Zhizheng Liu, Francesco Milano, Jonas Frey | 2022 | arxiv 2211.13969 |
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| M2H: Multi-Task Learning with Efficient Window-Based Cross-Task Attention for Monocular Spatial Perception | U.V.B.L Udugama, George Vosselman, Francesco Nex | 2025 | arxiv 2510.17363 |
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| Learning from Noisy Pseudo-labels for All-Weather Land Cover Mapping | Wang Liu, Zhiyu Wang, Xin Guo | 2025 | arxiv 2504.13458 |
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| 3D Vision-Language Gaussian Splatting | Qucheng Peng, Benjamin Planche, Zhongpai Gao | 2024 | arxiv 2410.07577 |
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| Weakly-Supervised Affordance Grounding Guided by Part-Level Semantic Priors | Peiran Xu, Yadong Mu | 2025 | arxiv 2505.24103 |
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| Perceptual Inductive Bias Is What You Need Before Contrastive Learning | Tianqin Li, Junru Zhao, Dunhan Jiang | 2025 | arxiv 2506.01201 |
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| Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather | Longyu Yang, Ping Hu, Shangbo Yuan | 2025 | arxiv 2506.02396 |
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