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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Anxhelo Diko, Danilo Avola, Marco Cascio |
| 2024 |
| arxiv 2402.11301 |
| LAM3D: Leveraging Attention for Monocular 3D Object Detection | Diana-Alexandra Sas, Leandro Di Bella, Yangxintong Lyu | 2024 | arxiv 2408.01739 |
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| A Simple Task-aware Contrastive Local Descriptor Selection Strategy for Few-shot Learning between inter class and intra class | Qian Qiao, Yu Xie, Shaoyao Huang | 2024 | arxiv 2408.05953 |
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| Moving Healthcare AI-Support Systems for Visually Detectable Diseases onto Constrained Devices | Tess Watt, Christos Chrysoulas, Peter J Barclay | 2024 | arxiv 2408.08215 |
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| Interpretability is in the eye of the beholder: Human versus artificial classification of image segments generated by humans versus XAI | Romy Müller, Marius Tho\ss, Julian Ullrich | 2023 | arxiv 2311.12481 |
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| Understanding the Failure Modes of Out-of-Distribution Generalization | Vaishnavh Nagarajan, Anders Andreassen, Behnam Neyshabur | 2020 | arxiv 2010.15775 |
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| Realistic Evaluation of Model Merging for Compositional Generalization | Derek Tam, Yash Kant, Brian Lester | 2024 | arxiv 2409.18314 |
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| Density Adaptive Attention is All You Need: Robust Parameter-Efficient Fine-Tuning Across Multiple Modalities | Georgios Ioannides, Aman Chadha, Aaron Elkins | 2024 | arxiv 2401.11143 |
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| SkillAggregation: Reference-free LLM-Dependent Aggregation | Guangzhi Sun, Anmol Kagrecha, Potsawee Manakul | 2024 | arxiv 2410.10215 |
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| Enhancing JEPAs with Spatial Conditioning: Robust and Efficient Representation Learning | Etai Littwin, Vimal Thilak, Anand Gopalakrishnan | 2024 | arxiv 2410.10773 |
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| Towards a More Complete Theory of Function Preserving Transforms | Michael Painter | 2024 | arxiv 2410.11038 |
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