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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Xueyan Zhang, Jinman Zhao, Zhifei Yang |
| 2025 |
| arxiv 2505.20154 |
| Denoising Mutual Knowledge Distillation in Bi-Directional Multiple Instance Learning | Chen Shu, Boyu Fu, Yiman Li | 2025 | arxiv 2505.12074 |
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| MCFNet: A Multimodal Collaborative Fusion Network for Fine-Grained Semantic Classification | Yang Qiao, Xiaoyu Zhong, Xiaofeng Gu | 2025 | arxiv 2505.23365 |
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| Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models | Francesco De Santis, Philippe Bich, Gabriele Ciravegna | 2025 | arxiv 2506.02092 |
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| Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization | Xinyu Luo, Cedar Site Bai, Bolian Li | 2025 | arxiv 2506.06606 |
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| Beyond Accuracy: Metrics that Uncover What Makes a 'Good' Visual Descriptor | Ethan Lin, Linxi Zhao, Atharva Sehgal | 2025 | arxiv 2507.03542 |
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| FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention | Peng Zhang, Zhihui Lai, Wenting Chen | 2025 | arxiv 2511.12215 |
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| PROFIT: A Specialized Optimizer for Deep Fine Tuning | Anirudh S Chakravarthy, Shuai Kyle Zheng, Xin Huang | 2024 | arxiv 2412.01930 |
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| Adaptive Stepsizing for Stochastic Gradient Langevin Dynamics in Bayesian Neural Networks | Rajit Rajpal, Benedict Leimkuhler, Yuanhao Jiang | 2025 | arxiv 2511.11666 |
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| Vision Large Language Models Are Good Noise Handlers in Engagement Analysis | Alexander Vedernikov, Puneet Kumar, Haoyu Chen | 2025 | arxiv 2511.14749 |
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| Minimax Multi-Target Conformal Prediction with Applications to Imaging Inverse Problems | Jeffrey Wen, Rizwan Ahmad, Philip Schniter | 2025 | arxiv 2511.13533 |
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