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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Soyeon Yoon, Chang Wook Seo, Hyunjung Shim |
| 2026 |
| arxiv 2605.18039 |
| Geometric-Aware Hypergraph Reasoning for Novel Class Discovery in Point Cloud Segmentation | Zihao Zhang, Aming Wu, Yang Li | 2026 | arxiv 2606.07280 |
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| MatterDoor: Sampling Zero-shot Spatio-semantic Priors using Generative Models | Subhransu S. Bhattacharjee, Hao Lu, Dylan Campbell | 2025 | arxiv 2510.11014 |
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| Vision Non-Causal Trapezoidal Mamba: Eliminating Directional Scanning in Vision SSMs with Second-Order Dynamics | Anvitha Ramachandran, Dhruv Parikh, Haoyang Fan | 2026 | arxiv 2607.03589 |
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| EcoVision: AI-Powered Drone Imaging for Salt Marsh Vegetation Monitoring and Dominance Mapping | Innocent Onyenonachi, Peter J. Lawerance, Nadia Kanwal | 2026 | arxiv 2607.06105 |
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| Seeing Where to Deploy: Metric RGB-Based Traversability Analysis for Aerial-to-Ground Hidden Space Inspection | Seoyoung Lee, Shaekh Mohammad Shithil, Durgakant Pushp | 2026 | arxiv 2603.14639 |
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| Self-Distillation of Hidden Layers for Self-Supervised Representation Learning | Scott C. Lowe, Anthony Fuller, Sageev Oore | 2026 | arxiv 2603.15553 |
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| Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion | Yikai Wang, Fuchun Sun, Ming Lu | 2021 | arxiv 2108.05009 |
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| Learning Spatiotemporal Occupancy Grid Maps for Lifelong Navigation in Dynamic Scenes | Hugues Thomas, Matthieu Gallet de Saint Aurin, Jian Zhang | 2021 | arxiv 2108.10585 |
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| Prior-Guided Multi-View 3D Head Reconstruction | Xueying Wang, Yudong Guo, Zhongqi Yang | 2021 | arxiv 2107.04277 |
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| Haar Wavelet Feature Compression for Quantized Graph Convolutional Networks | Moshe Eliasof, Benjamin Bodner, Eran Treister | 2021 | arxiv 2110.04824 |
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