Multimodal Continual Graph Learning with Neural Architecture Search

Author:

Cai Jie1,Wang Xin1,Guan Chaoyu1,Tang Yateng2,Xu Jin2,Zhong Bin2,Zhu Wenwu1

Affiliation:

1. Tsinghua University, China

2. Wechat, Tencent Inc., China

Publisher

ACM

Reference41 articles.

1. Rahaf Aljundi Francesca Babiloni Mohamed Elhoseiny Marcus Rohrbach and Tinne Tuytelaars. 2018. Memory Aware Synapses: Learning what (not) to forget. arxiv:1711.09601 [cs.CV] Rahaf Aljundi Francesca Babiloni Mohamed Elhoseiny Marcus Rohrbach and Tinne Tuytelaars. 2018. Memory Aware Synapses: Learning what (not) to forget. arxiv:1711.09601 [cs.CV]

2. Matthias Delange , Rahaf Aljundi , Marc Masana , Sarah Parisot , Xu Jia , Ales Leonardis , Greg Slabaugh , and Tinne Tuytelaars . 2021. A continual learning survey: Defying forgetting in classification tasks . IEEE Transactions on Pattern Analysis and Machine Intelligence ( 2021 ). Matthias Delange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Greg Slabaugh, and Tinne Tuytelaars. 2021. A continual learning survey: Defying forgetting in classification tasks. IEEE Transactions on Pattern Analysis and Machine Intelligence (2021).

3. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR abs/1810.04805(2018). arXiv:1810.04805http://arxiv.org/abs/1810.04805 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR abs/1810.04805(2018). arXiv:1810.04805http://arxiv.org/abs/1810.04805

4. Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly Jakob Uszkoreit and Neil Houlsby. 2020. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. CoRR abs/2010.11929(2020). arXiv:2010.11929https://arxiv.org/abs/2010.11929 Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly Jakob Uszkoreit and Neil Houlsby. 2020. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. CoRR abs/2010.11929(2020). arXiv:2010.11929https://arxiv.org/abs/2010.11929

5. Xianya Fu , Wenrui Li , Qiurui Chen , Lianyi Zhang , Kai Yang , Duzheng Qing , and Rui Wang . 2020 . NASIL: Neural Network Architecture Searching for Incremental Learning in Image Classification. In International Symposium on Parallel Architectures, Algorithms and Programming. Springer, 68–80 . Xianya Fu, Wenrui Li, Qiurui Chen, Lianyi Zhang, Kai Yang, Duzheng Qing, and Rui Wang. 2020. NASIL: Neural Network Architecture Searching for Incremental Learning in Image Classification. In International Symposium on Parallel Architectures, Algorithms and Programming. Springer, 68–80.

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