BRep-BERT: Pre-training Boundary Representation BERT with Sub-graph Node Contrastive Learning

Author:

Lou Yunzhong1ORCID,Li Xueyang1ORCID,Chen Haotian1ORCID,Zhou Xiangdong1ORCID

Affiliation:

1. Fudan University, Shanghai, China

Funder

the National Key Research and Development Program of China

Publisher

ACM

Reference40 articles.

1. Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu and Michael Auli. 2022. data2vec: A General Framework for Self-supervised Learning in Speech Vision and Language. (2022). arxiv: 2202.03555 http://arxiv.org/abs/2202.03555 Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu and Michael Auli. 2022. data2vec: A General Framework for Self-supervised Learning in Speech Vision and Language. (2022). arxiv: 2202.03555 http://arxiv.org/abs/2202.03555

2. Hangbo Bao Li Dong Songhao Piao and Furu Wei. 2021. BEiT: BERT Pre-Training of Image Transformers. (2021) 1--16. arxiv: 2106.08254 http://arxiv.org/abs/2106.08254 Hangbo Bao Li Dong Songhao Piao and Furu Wei. 2021. BEiT: BERT Pre-Training of Image Transformers. (2021) 1--16. arxiv: 2106.08254 http://arxiv.org/abs/2106.08254

3. Yiming Chen , Yan Zhang , Chen Zhang , Grandee Lee , Ran Cheng , and Haizhou Li . 2021 . Revisiting Self-Training for Few-Shot Learning of Language Model. EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings (2021 ), 9125--9135. https://doi.org/10.18653/v1/2021.emnlp-main.718 arxiv: 2110.01256 10.18653/v1 Yiming Chen, Yan Zhang, Chen Zhang, Grandee Lee, Ran Cheng, and Haizhou Li. 2021. Revisiting Self-Training for Few-Shot Learning of Language Model. EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings (2021), 9125--9135. https://doi.org/10.18653/v1/2021.emnlp-main.718 arxiv: 2110.01256

4. Hierarchical CADNet: Learning from B-Reps for Machining Feature Recognition

5. Jacob Devlin , Ming Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of deep bidirectional transformers for language understanding . NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference , Vol. 1 , Mlm (2019), 4171--4186. arxiv: 1810.04805 Jacob Devlin, Ming Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of deep bidirectional transformers for language understanding. NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference, Vol. 1, Mlm (2019), 4171--4186. arxiv: 1810.04805

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