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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2025 |
| arxiv 2502.19962 |
| Classroom-Inspired Multi-Mentor Distillation with Adaptive Learning Strategies | Shalini Sarode, Muhammad Saif Ullah Khan, Tahira Shehzadi | 2024 | arxiv 2409.20237 |
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| Few-Shot Segmentation with Global and Local Contrastive Learning | Weide Liu, Zhonghua Wu, Henghui Ding | 2021 | arxiv 2108.05293 |
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| Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation | Abhishek Aich, Yumin Suh, Samuel Schulter | 2024 | arxiv 2404.14657 |
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| Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection | Chuhan Zhang, Chaoyang Zhu, Pingcheng Dong | 2025 | arxiv 2503.11005 |
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| Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability | Lei Wang, Senmao Li, Fei Yang | 2025 | arxiv 2505.03097 |
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| Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation | Bin-Bin Gao, Xiaochen Chen, Zhongyi Huang | 2025 | arxiv 2505.14239 |
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| Translation-Enhanced Multilingual Text-to-Image Generation | Yaoyiran Li, Ching-Yun Chang, Stephen Rawls | 2023 | arxiv 2305.19216 |
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| EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation | Chanyoung Kim, Woojung Han, Dayun Ju | 2024 | arxiv 2403.01482 |
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| Positive Label Is All You Need for Multi-Label Classification | Zhixiang Yuan, Kaixin Zhang, Tao Huang | 2023 | arxiv 2306.16016 |
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| Robustness Analysis on Foundational Segmentation Models | Madeline Chantry Schiappa, Shehreen Azad, Sachidanand VS | 2023 | arxiv 2306.09278 |
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