Summary of Position: Bayesian Deep Learning Is Needed in the Age Of Large-scale Ai, by Theodore Papamarkou et al.
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AIby Theodore Papamarkou, Maria…
Summary of Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay, by Mohammad Rostami
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replayby Mohammad RostamiFirst submitted to arxiv…
Summary of Benchmarking Sensitivity Of Continual Graph Learning For Skeleton-based Action Recognition, by Wei Wei et al.
Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognitionby Wei Wei, Tom De Schepper,…
Summary of Step-size Optimization For Continual Learning, by Thomas Degris et al.
Step-size Optimization for Continual Learningby Thomas Degris, Khurram Javed, Arsalan Sharifnassab, Yuxin Liu, Richard SuttonFirst…
Summary of Etuner: a Redundancy-aware Framework For Efficient Continual Learning Application on Edge Devices, by Sheng Li et al.
etuner: A Redundancy-Aware Framework for Efficient Continual Learning Application on Edge Devicesby Sheng Li, Geng…
Summary of Augmenting Replay in World Models For Continual Reinforcement Learning, by Luke Yang et al.
Augmenting Replay in World Models for Continual Reinforcement Learningby Luke Yang, Levin Kuhlmann, Gideon KowadloFirst…
Summary of Continual Learning with Pre-trained Models: a Survey, by Da-wei Zhou et al.
Continual Learning with Pre-Trained Models: A Surveyby Da-Wei Zhou, Hai-Long Sun, Jingyi Ning, Han-Jia Ye,…
Summary of Sample Weight Estimation Using Meta-updates For Online Continual Learning, by Hamed Hemati et al.
Sample Weight Estimation Using Meta-Updates for Online Continual Learningby Hamed Hemati, Damian BorthFirst submitted to…
Summary of Topology-aware Embedding Memory For Continual Learning on Expanding Networks, by Xikun Zhang et al.
Topology-aware Embedding Memory for Continual Learning on Expanding Networksby Xikun Zhang, Dongjin Song, Yixin Chen,…
Summary of Locality Sensitive Sparse Encoding For Learning World Models Online, by Zichen Liu et al.
Locality Sensitive Sparse Encoding for Learning World Models Onlineby Zichen Liu, Chao Du, Wee Sun…