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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Title | Authors | Year | Source |
|---|---|---|---|
| Topological Continual Learning with Wasserstein Distance and Barycenter | Tananun Songdechakraiwut, Xiaoshuang Yin, Barry D. Van Veen | 2022 | arxiv 2210.02661 |
| Peripheral Vision Transformer | Juhong Min, Yucheng Zhao, Chong Luo | 2022 | arxiv 2206.06801 |
| Multi-Modal Fusion by Meta-Initialization | Matthew T. Jackson, Shreshth A. Malik, Michael T. Matthews | 2022 | arxiv 2210.04843 |
| Differentiable Model Compression via Pseudo Quantization Noise | Alexandre Défossez, Yossi Adi, Gabriel Synnaeve | 2021 | arxiv 2104.09987 |
| Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness | Saeed Mahloujifar, Xiao Zhang, Mohammad Mahmoody | 2019 | arxiv 1905.12202 |
| Revisiting Initialization of Neural Networks | Maciej Skorski, Alessandro Temperoni, Martin Theobald | 2020 | arxiv 2004.09506 |
| The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers | Preetum Nakkiran, Behnam Neyshabur, Hanie Sedghi | 2020 | arxiv 2010.08127 |
| Improved Online Conformal Prediction via Strongly Adaptive Online Learning | Aadyot Bhatnagar, Huan Wang, Caiming Xiong | 2023 | arxiv 2302.07869 |
| A Stochastic Proximal Polyak Step Size | Fabian Schaipp, Robert M. Gower, Michael Ulbrich | 2023 | arxiv 2301.04935 |
| Effective Data Augmentation With Diffusion Models | Brandon Trabucco, Kyle Doherty, Max Gurinas | 2023 | arxiv 2302.07944 |
| Synthetic-Powered Predictive Inference |
| Meshi Bashari, Roy Maor Lotan, Yonghoon Lee |
| 2025 |
| arxiv 2505.13432 |
| DatasetAgent: A Novel Multi-Agent System for Auto-Constructing Datasets from Real-World Images | Haoran Sun, Haoyu Bian, Shaoning Zeng | 2025 | arxiv 2507.08648 |
|---|
| A Hybrid Multi-Well Hopfield-CNN with Feature Extraction and K-Means for MNIST Classification | Ahmed Farooq | 2025 | arxiv 2507.08766 |
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| ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans | Ashkan Shahbazi, Elaheh Akbari, Darian Salehi | 2025 | arxiv 2502.07962 |
|---|
| High-Fidelity Differential-information Driven Binary Vision Transformer | Tian Gao, Zhiyuan Zhang, Kaijie Yin | 2025 | arxiv 2507.02222 |
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| InceptionMamba: An Efficient Hybrid Network with Large Band Convolution and Bottleneck Mamba | Yuhang Wang, Jun Li, Zhijian Wu | 2025 | arxiv 2506.08735 |
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| MRI-CORE: A Foundation Model for Magnetic Resonance Imaging | Haoyu Dong, Yuwen Chen, Hanxue Gu | 2025 | arxiv 2506.12186 |
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| Predicting the Reliability of an Image Classifier under Image Distortion | Dang Nguyen, Sunil Gupta, Kien Do | 2024 | arxiv 2412.16881 |
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| ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings | Yue Wu, Xiaolan Chen, Weiyi Zhang | 2025 | arxiv 2507.19498 |
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| Iwin Transformer: Hierarchical Vision Transformer using Interleaved Windows | Simin Huo, Ning Li | 2025 | arxiv 2507.18405 |
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