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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Sownak Bose, Wojciech A. Hellwing, Carlos S. Frenk |
| 2015 |
| arxiv 1507.01998 |
| Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression | Xinze Li, Zhenghao Liu, Chenyan Xiong | 2024 | arxiv 2402.16058 |
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| Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning | Yibing Liu, Chris Xing Tian, Haoliang Li | 2022 | arxiv 2211.06843 |
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| Edge Reliability Gap in Vision-Language Models: Quantifying Failure Modes of Compressed VLMs Under Visual Corruption | Mehmet Kaan Erol | 2026 | arxiv 2603.26769 |
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| Enhancing Human-like Multi-Modal Reasoning: A New Challenging Dataset and Comprehensive Framework | Jingxuan Wei, Cheng Tan, Zhangyang Gao | 2023 | arxiv 2307.12626 |
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| SDPose: Exploiting Diffusion Priors for Out-of-Domain and Robust Pose Estimation | Shuang Liang, Jing He, Chuanmeizhi Wang | 2025 | arxiv 2509.24980 |
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| Unbiased Teacher for Semi-Supervised Object Detection | Yen-Cheng Liu, Chih-Yao Ma, Zijian He | 2021 | arxiv 2102.09480 |
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| Contrastive-Collapsed Loss for Flexible and Geometrically Optimal Embeddings and Faster Convergence | Blanca Cano-Camarero, Ángela Fernández-Pascual, José R. Dorronsoro | 2026 | arxiv 2607.12916 |
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| Whole-Body Human Pose Estimation in the Wild | Sheng Jin, Lumin Xu, Jin Xu | 2020 | arxiv 2007.11858 |
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| Describing Common Human Visual Actions in Images | Matteo Ruggero Ronchi, Pietro Perona | 2015 | arxiv 1506.02203 |
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