L2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible Representations

Author:

Cai Yinqiong1ORCID,Bi Keping1ORCID,Fan Yixing1ORCID,Guo Jiafeng1ORCID,Chen Wei1ORCID,Cheng Xueqi1ORCID

Affiliation:

1. CAS Key Lab of Network Data Science and Technology, ICT, CAS & University of Chinese Academy of Sciences, Beijing, China

Funder

project

Innovation Projectof ICT CAS

Lenovo-CAS Joint Lab Youth Scientist Project

Youth Innovation Promotion Association CAS

CAS Project for Young Scientists in Basic Research

National Natural Science Foundation of China (NSFC)

Publisher

ACM

Reference48 articles.

1. Rahaf Aljundi , Eugene Belilovsky , Tinne Tuytelaars , Laurent Charlin , Massimo Caccia , Min Lin , and Lucas Page-Caccia . 2019a. Online Continual Learning with Maximal Interfered Retrieval . In Advances in Neural Information Processing Systems 32, H. Wallach, H. Larochelle, A. Beygelzimer, F. dtextquotesingle Alché-Buc , E. Fox, and R. Garnett (Eds.). Curran Associates, Inc. , 1 1849 --11860. Rahaf Aljundi, Eugene Belilovsky, Tinne Tuytelaars, Laurent Charlin, Massimo Caccia, Min Lin, and Lucas Page-Caccia. 2019a. Online Continual Learning with Maximal Interfered Retrieval. In Advances in Neural Information Processing Systems 32, H. Wallach, H. Larochelle, A. Beygelzimer, F. dtextquotesingle Alché-Buc, E. Fox, and R. Garnett (Eds.). Curran Associates, Inc., 11849--11860.

2. Rahaf Aljundi , Min Lin , Baptiste Goujaud , and Yoshua Bengio . 2019b. Gradient based sample selection for online continual learning. Advances in neural information processing systems , Vol. 32 ( 2019 ). Rahaf Aljundi, Min Lin, Baptiste Goujaud, and Yoshua Bengio. 2019b. Gradient based sample selection for online continual learning. Advances in neural information processing systems, Vol. 32 (2019).

3. Magdalena Biesialska , Katarzyna Biesialska , and Marta R Costa-Jussa . 2020. Continual lifelong learning in natural language processing: A survey. arXiv preprint arXiv:2012.09823 ( 2020 ). Magdalena Biesialska, Katarzyna Biesialska, and Marta R Costa-Jussa. 2020. Continual lifelong learning in natural language processing: A survey. arXiv preprint arXiv:2012.09823 (2020).

4. Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence

5. Arslan Chaudhry , Marcus Rohrbach , Mohamed Elhoseiny , Thalaiyasingam Ajanthan , Puneet K Dokania , Philip HS Torr, and Marc'Aurelio Ranzato . 2019 . On tiny episodic memories in continual learning. arXiv preprint arXiv:1902.10486 (2019). Arslan Chaudhry, Marcus Rohrbach, Mohamed Elhoseiny, Thalaiyasingam Ajanthan, Puneet K Dokania, Philip HS Torr, and Marc'Aurelio Ranzato. 2019. On tiny episodic memories in continual learning. arXiv preprint arXiv:1902.10486 (2019).

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