Routing Networks with Co-training for Continual Learning

Routing Networks with Co-training for Continual Learning

9 September 2020

Efi Kokiopoulou

Andrea Gesmundo

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Papers citing "Routing Networks with Co-training for Continual Learning"

11 / 11 papers shown

Title
Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning Hikmat Khan N. Bouaynaya Ghulam Rasool CLL 233 1 0 22 Apr 2024
The Importance of Robust Features in Mitigating Catastrophic ForgettingInternational Symposium on Computers and Communications (ISCC), 2023 Hikmat Khan N. Bouaynaya Ghulam Rasool 158 9 0 29 Jun 2023
MRN: Multiplexed Routing Network for Incremental Multilingual Text RecognitionIEEE International Conference on Computer Vision (ICCV), 2023 Tianlun Zheng Zhineng Chen Bin Huang Wei Zhang Yuran Jiang 306 15 0 24 May 2023
Scaling Vision-Language Models with Sparse Mixture of ExpertsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sheng Shen Z. Yao Chunyuan Li Trevor Darrell Kurt Keutzer Yuxiong He VLM MoE 258 95 0 13 Mar 2023
A Comprehensive Survey of Continual Learning: Theory, Method and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 773 1,035 0 31 Jan 2023
Dynamically Modular and Sparse General Continual LearningVISIGRAPP (VISIGRAPP), 2023 Arnav Varma Elahe Arani Bahram Zonooz 110 1 0 02 Jan 2023
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Bin Huang Zhineng Chen Peng Zhou Jiayin Chen Zuxuan Wu CLL 113 25 0 29 Dec 2022
Hierarchically Structured Task-Agnostic Continual LearningMachine-mediated learning (ML), 2022 Heinke Hihn Daniel A. Braun BDL CLL 145 14 0 14 Nov 2022
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of ExpertsNeural Information Processing Systems (NeurIPS), 2022 Basil Mustafa C. Riquelme J. Puigcerver Rodolphe Jenatton N. Houlsby VLM MoE 318 269 0 06 Jun 2022
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansionComputer Vision and Pattern Recognition (CVPR), 2021 Arthur Douillard Alexandre Ramé Guillaume Couairon Matthieu Cord CLL 334 376 0 22 Nov 2021
Mixture-of-Variational-Experts for Continual Learning Y. Yin Yu Wang CLL FedML 214 10 0 25 Oct 2021