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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Marius Hobbhahn, Agustinus Kristiadi, Philipp Hennig |
| 2020 |
| arxiv 2003.01227 |
| TopKD: Top-scaled Knowledge Distillation | Qi Wang, Jinjia Zhou | 2025 | arxiv 2508.04539 |
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| LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration | Md. Ismail Hossain, M M Lutfe Elahi, Sameera Ramasinghe | 2023 | arxiv 2310.03669 |
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| PixNerd: Pixel Neural Field Diffusion | Shuai Wang, Ziteng Gao, Chenhui Zhu | 2025 | arxiv 2507.23268 |
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| Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition | Houtan Ghaffari, Paul Devos | 2024 | arxiv 2404.17252 |
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| Neural Spectral Decomposition for Dataset Distillation | Shaolei Yang, Shen Cheng, Mingbo Hong | 2024 | arxiv 2408.16236 |
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| What Remains of Visual Semantic Embeddings | Yue Jiao, Jonathon Hare, Adam Prügel-Bennett | 2021 | arxiv 2107.11991 |
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| Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space | Kalun Ho, Franz-Josef Pfreundt, Janis Keuper | 2021 | arxiv 2106.12303 |
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| Student Helping Teacher: Teacher Evolution via Self-Knowledge Distillation | Zheng Li, Xiang Li, Lingfeng Yang | 2021 | arxiv 2110.00329 |
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| Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning | Ali Javidani, Babak Nadjar Araabi, Mohammad Amin Sadeghi | 2025 | arxiv 2510.22322 |
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