Summary of Layerwise Proximal Replay: a Proximal Point Method For Online Continual Learning, by Jason Yoo et al.
Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learningby Jason Yoo, Yunpeng Liu,…
Summary of Random Representations Outperform Online Continually Learned Representations, by Ameya Prabhu et al.
Random Representations Outperform Online Continually Learned Representationsby Ameya Prabhu, Shiven Sinha, Ponnurangam Kumaraguru, Philip H.S.…
Summary of Distal Interference: Exploring the Limits Of Model-based Continual Learning, by Heinrich Van Deventer et al.
Distal Interference: Exploring the Limits of Model-Based Continual Learningby Heinrich van Deventer, Anna Sergeevna BosmanFirst…
Summary of An Efficient Rehearsal Scheme For Catastrophic Forgetting Mitigation During Multi-stage Fine-tuning, by Andrew Bai et al.
An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuningby Andrew Bai, Chih-Kuan Yeh,…
Summary of Where Is the Truth? the Risk Of Getting Confounded in a Continual World, by Florian Peter Busch et al.
Where is the Truth? The Risk of Getting Confounded in a Continual Worldby Florian Peter…
Summary of Continual Domain Adversarial Adaptation Via Double-head Discriminators, by Yan Shen and Zhanghexuan Ji and Chunwei Ma and Mingchen Gao
Continual Domain Adversarial Adaptation via Double-Head Discriminatorsby Yan Shen, Zhanghexuan Ji, Chunwei Ma, Mingchen GaoFirst…
Summary of Delving Into Multi-modal Multi-task Foundation Models For Road Scene Understanding: From Learning Paradigm Perspectives, by Sheng Luo et al.
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectivesby Sheng…
Summary of From Words to Molecules: a Survey Of Large Language Models in Chemistry, by Chang Liao et al.
From Words to Molecules: A Survey of Large Language Models in Chemistryby Chang Liao, Yemin…
Summary of Continual Learning For Large Language Models: a Survey, by Tongtong Wu et al.
Continual Learning for Large Language Models: A Surveyby Tongtong Wu, Linhao Luo, Yuan-Fang Li, Shirui…
Summary of Class Incremental Learning with Probability Dampening and Cascaded Gated Classifier, by Jary Pomponi et al.
Class incremental learning with probability dampening and cascaded gated classifierby Jary Pomponi, Alessio Devoto, Simone…