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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 |
|---|---|---|---|
| ApproxDBN: Approximate Computing for Discriminative Deep Belief Networks | Xiaojing Xu, Srinjoy Das, Ken Kreutz-Delgado | 2017 | arxiv 1704.03993 |
| Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning | Oren Z. Kraus, Lei Jimmy Ba, Brendan Frey | 2015 | arxiv 1511.05286 |
| Deep Retinal Image Understanding | Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez | 2016 | arxiv 1609.01103 |
| Dual Supervised Learning | Yingce Xia, Tao Qin, Wei Chen | 2017 | arxiv 1707.00415 |
| Informed Non-convex Robust Principal Component Analysis with Features | Niannan Xue, Jiankang Deng, Yannis Panagakis | 2017 | arxiv 1709.04836 |
| Random Erasing Data Augmentation | Zhun Zhong, Liang Zheng, Guoliang Kang | 2017 | arxiv 1708.04896 |
| Controllable Invariance through Adversarial Feature Learning | Qizhe Xie, Zihang Dai, Yulun Du | 2017 | arxiv 1705.11122 |
| Sample-level CNN Architectures for Music Auto-tagging Using Raw Waveforms | Taejun Kim, Jongpil Lee, Juhan Nam | 2017 | arxiv 1710.10451 |
| Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules | Xinyang Feng, Jie Yang, Andrew F. Laine | 2017 | arxiv 1707.01086 |
| How good is my GAN? | Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari | 2018 | arxiv 1807.09499 |
| Maximizing Invariant Data Perturbation with Stochastic Optimization |
| Kouichi Ikeno, Satoshi Hara |
| 2018 |
| arxiv 1807.05077 |
| DCFNet: Deep Neural Network with Decomposed Convolutional Filters | Qiang Qiu, Xiuyuan Cheng, Robert Calderbank | 2018 | arxiv 1802.04145 |
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| Motorcycle Classification in Urban Scenarios using Convolutional Neural Networks for Feature Extraction | Jorge E. Espinosa, Sergio A. Velastin, John W.Branch | 2018 | arxiv 1808.09273 |
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| Effect of Superpixel Aggregation on Explanations in LIME -- A Case Study with Biological Data | Ludwig Schallner, Johannes Rabold, Oliver Scholz | 2019 | arxiv 1910.07856 |
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| Gravitational-wave selection effects using neural-network classifiers | Davide Gerosa, Geraint Pratten, Alberto Vecchio | 2020 | arxiv 2007.06585 |
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| Quantum algorithms for SVD-based data representation and analysis | Armando Bellante, Alessandro Luongo, Stefano Zanero | 2021 | arxiv 2104.08987 |
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| V2S: A Tool for Translating Video Recordings of Mobile App Usages into Replayable Scenarios | Madeleine Havranek, Carlos Bernal-Cárdenas, Nathan Cooper | 2021 | arxiv 2103.04531 |
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| A general approach to compute the relevance of middle-level input features | Andrea Apicella, Salvatore Giugliano, Francesco Isgrò | 2020 | arxiv 2010.08639 |
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| Unsupervised Robust Domain Adaptation without Source Data | Peshal Agarwal, Danda Pani Paudel, Jan-Nico Zaech | 2021 | arxiv 2103.14577 |
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| Class-Wise Principal Component Analysis for hyperspectral image feature extraction | Dimitra Koumoutsou, Eleni Charou, Georgios Siolas | 2021 | arxiv 2104.04496 |
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