A hybrid transformer with domain adaptation using interpretability techniques for the application to the detection of risk situations

Author:

Mallick Rupayan,Benois-Pineau JennyORCID,Zemmari Akka,Guerda Kamel,Mansencal Boris,Amieva Helene,Middleton Laura

Publisher

Springer Science and Business Media LLC

Reference49 articles.

1. Qiu X, Sun T, Xu Y, Shao Y, Dai N, Huang X (2020) Pre-trained models for natural language processing: a survey. arXiv:2003.08271

2. Han K, Wang Y, Chen H, Chen X, Guo J, Liu Z, Tang Y, Xiao A, Xu C, Xu Y, Yang Z, Zhang Y, Tao D (2023) A survey on vision transformer. IEEE Trans Pattern Anal Mach Intell 45(01):87–110. https://doi.org/10.1109/TPAMI.2022.3152247

3. Dosovitskiy A, Beyer L, Kolesnikov A, Weissenborn D, Zhai X, Unterthiner T, Dehghani M, Minderer M, Heigold G, Gelly S, Uszkoreit J, Houlsby N (2021) An image is worth 16x16 words: transformers for image recognition at scale. In: 9th International conference on learning representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021. OpenReview.net. https://openreview.net/forum?id=YicbFdNTTy

4. Devlin J, Chang M-W, Lee K, Toutanova K (2019) BERT: pre-training of deep bidirectional transformers for language understanding. In: Proceedings of the 2019 conference of the North American chapter of the association for computational linguistics: human language technologies, vol 1 (Long and Short Papers), pp. 4171–4186. Association for Computational Linguistics, Minneapolis, Minnesota. https://doi.org/10.18653/v1/N19-1423, https://aclanthology.org/N19-1423

5. Russakovsky O, Deng J, Su H, Krause J, Satheesh S, Ma S, Huang Z, Karpathy A, Khosla A, Bernstein M, Berg AC, Fei-Fei L (2015) ImageNet large scale visual recognition challenge. International Journal of Computer Vision (IJCV) 115(3):211–252. https://doi.org/10.1007/s11263-015-0816-y

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