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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 |
|---|---|---|---|
| gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window | Mocho Go, Hideyuki Tachibana | 2022 | arxiv 2208.11718 |
| CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination | Vidhu Arora, Shreyan Gupta, Ananthakrishna Kudupu | 2025 | arxiv 2501.12384 |
| Exploring Secure Machine Learning Through Payload Injection and FGSM Attacks on ResNet-50 | Umesh Yadav, Suman Niroula, Gaurav Kumar Gupta | 2025 | arxiv 2501.02147 |
| Learning Invariances in Neural Networks | Gregory Benton, Marc Finzi, Pavel Izmailov | 2020 | arxiv 2010.11882 |
| Convolutional Neural Networks for Multispectral Image Cloud Masking | Gonzalo Mateo-García, Luis Gómez-Chova, Gustau Camps-Valls | 2020 | arxiv 2012.05325 |
| Depth Uncertainty in Neural Networks | Javier Antorán, James Urquhart Allingham, José Miguel Hernández-Lobato | 2020 | arxiv 2006.08437 |
| Towards Feature Space Adversarial Attack | Qiuling Xu, Guanhong Tao, Siyuan Cheng | 2020 | arxiv 2004.12385 |
| Evaluating the Adversarial Robustness of Adaptive Test-time Defenses | Francesco Croce, Sven Gowal, Thomas Brunner | 2022 | arxiv 2202.13711 |
| Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks | Renan A. Rojas-Gomez, Teck-Yian Lim, Alexander G. Schwing | 2022 | arxiv 2210.08001 |
| TransBoost: Improving the Best ImageNet Performance using Deep Transduction | Omer Belhasin, Guy Bar-Shalom, Ran El-Yaniv | 2022 | arxiv 2205.13331 |
| A Privacy Preserving Method with a Random Orthogonal Matrix for ConvMixer Models | Rei Aso, Tatsuya Chuman, Hitoshi Kiya | 2023 | arxiv 2301.03843 |
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| Computer Vision Pipeline for Automated Antarctic Krill Analysis | Mazvydas Gudelis, Michal Mackiewicz, Julie Bremner | 2023 | arxiv 2309.06188 |
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| Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting | David Latortue, Moetez Kdayem, Fidel A Guerrero Peña | 2023 | arxiv 2311.11974 |
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| A precortical module for robust CNNs to light variations | R. Fioresi, J. Petkovic | 2022 | arxiv 2202.07432 |
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| A Parallel Way to Select the Parameters of SVM Based on the Ant Optimization Algorithm | Chao Zhang, Hong-cen Mei, Hao Yang | 2014 | arxiv 1405.4589 |
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| Churn analysis using deep convolutional neural networks and autoencoders | Artit Wangperawong, Cyrille Brun, Olav Laudy | 2016 | arxiv 1604.05377 |
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| Visualizing and Comparing Convolutional Neural Networks | Wei Yu, Kuiyuan Yang, Yalong Bai | 2014 | arxiv 1412.6631 |
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| Gibbs Sampling with Low-Power Spiking Digital Neurons | Srinjoy Das, Bruno Umbria Pedroni, Paul Merolla | 2015 | arxiv 1503.07793 |
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| Automatic Script Identification in the Wild | Baoguang Shi, Cong Yao, Chengquan Zhang | 2015 | arxiv 1505.02982 |
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| Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes | Afonso Menegola, Michel Fornaciali, Ramon Pires | 2016 | arxiv 1609.01228 |
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