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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Naiyu Fang, Zheyuan Zhou, Kang Wang |
| 2025 |
| arxiv 2505.20951 |
| Upsample Anything: A Simple and Hard to Beat Baseline for Feature Upsampling | Minseok Seo, Mark Hamilton, Changick Kim | 2025 | arxiv 2511.16301 |
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| Shift-Equivariant Complex-Valued Convolutional Neural Networks | Quentin Gabot, Teck-Yian Lim, Jérémy Fix | 2025 | arxiv 2511.21250 |
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| Binary-Gaussian: Compact and Progressive Representation for 3D Gaussian Segmentation | An Yang, Chenyu Liu, Jun Du | 2025 | arxiv 2512.00944 |
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| Panda: Self-distillation of Reusable Sensor-level Representations for High Energy Physics | Samuel Young, Kazuhiro Terao | 2025 | arxiv 2512.01324 |
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| Instant Video Models: Universal Adapters for Stabilizing Image-Based Networks | Matthew Dutson, Nathan Labiosa, Yin Li | 2025 | arxiv 2512.03014 |
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| CoT4Det: A Chain-of-Thought Framework for Perception-Oriented Vision-Language Tasks | Yu Qi, Yumeng Zhang, Chenting Gong | 2025 | arxiv 2512.06663 |
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| LPD: Learnable Prototypes with Diversity Regularization for Weakly Supervised Histopathology Segmentation | Khang Le, Anh Mai Vu, Thi Kim Trang Vo | 2025 | arxiv 2512.05922 |
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| FlowEO: Generative Unsupervised Domain Adaptation for Earth Observation | Georges Le Bellier, Nicolas Audebert | 2025 | arxiv 2512.05140 |
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| Adversarially Guided Diffusion for LiDAR Range Image Synthesis | Stavros Bouras, Antonios Makris, Alexandros Gkillas | 2026 | arxiv 2607.09787 |
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| ProBAG: Prototype-Guided Boundary-Aware Graph Diffusion for Weakly Supervised Histopathology Segmentation | Duy-Dong Nguyen, Le-Van Thai, Hoai Nhan Pham | 2026 | arxiv 2608.11765 |
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