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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Zhenchao Jin, Xiaowei Hu, Lingting Zhu |
| 2023 |
| arxiv 2310.10755 |
| Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation | Jiawei Fan, Chao Li, Xiaolong Liu | 2023 | arxiv 2312.04168 |
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| Unlocking the Full Potential of Small Data with Diverse Supervision | Ziqi Pang, Zhiyuan Hu, Pavel Tokmakov | 2019 | arxiv 1911.12911 |
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| UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface | Hao Tang, Chenwei Xie, Haiyang Wang | 2025 | arxiv 2503.01342 |
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| Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP | Feng Liang, Bichen Wu, Xiaoliang Dai | 2022 | arxiv 2210.04150 |
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| Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation | Numair Nadeem, Saeed Anwar, Muhammad Hamza Asad | 2025 | arxiv 2506.13925 |
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| Thicker and Quicker: A Jumbo Token for Fast Plain Vision Transformers | Anthony Fuller, Yousef Yassin, Daniel G. Kyrollos | 2025 | arxiv 2502.15021 |
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| UniRefiner: Teaching Pre-trained ViTs to Self-Dispose Dross via Contrastive Register | Congpei Qiu, Zhaoyu Hu, Wei Ke | 2026 | arxiv 2605.19622 |
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| Learning What to Predict: Downstream-Guided Task Design for Continued Pretraining | Shuqi Ke, Giulia Fanti | 2026 | arxiv 2601.22108 |
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| ELSA: Enhanced Local Self-Attention for Vision Transformer | Jingkai Zhou, Pichao Wang, Fan Wang | 2021 | arxiv 2112.12786 |
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