Picture for Sen Lin

Sen Lin

Algorithm Design for Online Meta-Learning with Task Boundary Detection

Feb 02, 2023
Daouda Sow, Sen Lin, Yingbin Liang, Junshan Zhang

Figure 1 for Algorithm Design for Online Meta-Learning with Task Boundary Detection

Figure 2 for Algorithm Design for Online Meta-Learning with Task Boundary Detection

Figure 3 for Algorithm Design for Online Meta-Learning with Task Boundary Detection

Figure 4 for Algorithm Design for Online Meta-Learning with Task Boundary Detection

* Submitted for publication

Access Paper or Ask Questions

Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

Nov 01, 2022
Sen Lin, Li Yang, Deliang Fan, Junshan Zhang

Figure 1 for Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

Figure 2 for Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

Figure 3 for Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

Figure 4 for Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

* Published as a conference paper at NeurIPS 2022

Access Paper or Ask Questions

TRGP: Trust Region Gradient Projection for Continual Learning

Feb 07, 2022
Sen Lin, Li Yang, Deliang Fan, Junshan Zhang

Figure 1 for TRGP: Trust Region Gradient Projection for Continual Learning

Figure 2 for TRGP: Trust Region Gradient Projection for Continual Learning

Figure 3 for TRGP: Trust Region Gradient Projection for Continual Learning

Figure 4 for TRGP: Trust Region Gradient Projection for Continual Learning

* Published as a conference paper at ICLR 2022

Access Paper or Ask Questions

Model-Based Offline Meta-Reinforcement Learning with Regularization

Feb 07, 2022
Sen Lin, Jialin Wan, Tengyu Xu, Yingbin Liang, Junshan Zhang

Figure 1 for Model-Based Offline Meta-Reinforcement Learning with Regularization

Figure 2 for Model-Based Offline Meta-Reinforcement Learning with Regularization

Figure 3 for Model-Based Offline Meta-Reinforcement Learning with Regularization

Figure 4 for Model-Based Offline Meta-Reinforcement Learning with Regularization

* Published as a conference paper at ICLR 2022

Access Paper or Ask Questions

Approximation of Images via Generalized Higher Order Singular Value Decomposition over Finite-dimensional Commutative Semisimple Algebra

Feb 03, 2022
Liang Liao, Sen Lin, Lun Li, Xiuwei Zhang, Song Zhao, Yan Wang, Xinqiang Wang, Qi Gao, Jingyu Wang

Figure 1 for Approximation of Images via Generalized Higher Order Singular Value Decomposition over Finite-dimensional Commutative Semisimple Algebra

Figure 2 for Approximation of Images via Generalized Higher Order Singular Value Decomposition over Finite-dimensional Commutative Semisimple Algebra

Figure 3 for Approximation of Images via Generalized Higher Order Singular Value Decomposition over Finite-dimensional Commutative Semisimple Algebra

Figure 4 for Approximation of Images via Generalized Higher Order Singular Value Decomposition over Finite-dimensional Commutative Semisimple Algebra

* Generalized matrix theory over a finite-dimensional commutative algebra with applications in image analysis

Access Paper or Ask Questions

GROWN: GRow Only When Necessary for Continual Learning

Oct 03, 2021
Li Yang, Sen Lin, Junshan Zhang, Deliang Fan

Figure 1 for GROWN: GRow Only When Necessary for Continual Learning

Figure 2 for GROWN: GRow Only When Necessary for Continual Learning

Figure 3 for GROWN: GRow Only When Necessary for Continual Learning

Figure 4 for GROWN: GRow Only When Necessary for Continual Learning

* 8 pages. arXiv admin note: text overlap with arXiv:2007.07617 by other authors

Access Paper or Ask Questions