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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI |
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| Mahdi Alehdaghi, Rajarshi Bhattacharya, Pourya Shamsolmoali |
| 2025 |
| arxiv 2504.12197 |
| Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers | Baihan Lin | 2019 | arxiv 1902.10658 |
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| Deep Scattering Network with Max-pooling | Taekyung Ki, Youngmi Hur | 2021 | arxiv 2101.02321 |
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| Quantum optical neural networks using atom-cavity interactions to provide all-optical nonlinearity | Chuanzhou Zhu, Tianyu Wang, Peter L. McMahon | 2025 | arxiv 2511.06167 |
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| Google-MedGemma Based Abnormality Detection in Musculoskeletal radiographs | Soumyajit Maity, Pranjal Kamboj, Sneha Maity | 2025 | arxiv 2511.05600 |
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| Game-theoretic distributed learning of generative models for heterogeneous data collections | Dmitrij Schlesinger, Boris Flach | 2025 | arxiv 2511.01740 |
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| Iterated Population Based Training with Task-Agnostic Restarts | Alexander Chebykin, Tanja Alderliesten, Peter A. N. Bosman | 2025 | arxiv 2511.09190 |
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| Exploring State-of-the-art models for Early Detection of Forest Fires | Sharjeel Ahmed, Daim Armaghan, Fatima Naweed | 2025 | arxiv 2511.20096 |
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| Asymmetric Duos: Sidekicks Improve Uncertainty | Tim G. Zhou, Evan Shelhamer, Geoff Pleiss | 2025 | arxiv 2505.18636 |
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| Configurable Fairness: Direct Optimization of Parity Metrics via Vision-Language Models | Miao Zhang, Rumi Chunara | 2024 | arxiv 2403.10624 |
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