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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2020 |
| arxiv 2009.14260 |
| Skip-Attention: Improving Vision Transformers by Paying Less Attention | Shashanka Venkataramanan, Amir Ghodrati, Yuki M. Asano | 2023 | arxiv 2301.02240 |
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| Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation | Maksym Yatsura, Kaspar Sakmann, N. Grace Hua | 2022 | arxiv 2209.05980 |
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| A non-discriminatory approach to ethical deep learning | Enzo Tartaglione, Marco Grangetto | 2020 | arxiv 2008.01430 |
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| StudyFormer : Attention-Based and Dynamic Multi View Classifier for X-ray images | Lucas Wannenmacher, Michael Fitzke, Diane Wilson | 2023 | arxiv 2302.11840 |
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| Location-Aware Self-Supervised Transformers for Semantic Segmentation | Mathilde Caron, Neil Houlsby, Cordelia Schmid | 2022 | arxiv 2212.02400 |
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| Statistical Analysis of the Impact of Quaternion Components in Convolutional Neural Networks | Gerardo Altamirano-Gómez, Carlos Gershenson | 2024 | arxiv 2409.00140 |
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| Hypergraph Vision Transformers: Images are More than Nodes, More than Edges | Joshua Fixelle | 2025 | arxiv 2504.08710 |
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| Scaling Federated Learning Solutions with Kubernetes for Synthesizing Histopathology Images | Andrei-Alexandru Preda, Iulian-Marius Tăiatu, Dumitru-Clementin Cercel | 2025 | arxiv 2504.04130 |
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| LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs | Kihyuk Yoon, Chiehyeon Lim | 2023 | arxiv 2306.04940 |
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| On the Performance of Concept Probing: The Influence of the Data (Extended Version) | Manuel de Sousa Ribeiro, Afonso Leote, João Leite | 2025 | arxiv 2507.18550 |
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