Summary of E-cgl: An Efficient Continual Graph Learner, by Jianhao Guo et al.
E-CGL: An Efficient Continual Graph Learnerby Jianhao Guo, Zixuan Ni, Yun Zhu, Siliang TangFirst submitted…
Summary of Learning to Route For Dynamic Adapter Composition in Continual Learning with Language Models, by Vladimir Araujo et al.
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Modelsby Vladimir Araujo,…
Summary of Slca++: Unleash the Power Of Sequential Fine-tuning For Continual Learning with Pre-training, by Gengwei Zhang et al.
SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-trainingby Gengwei Zhang, Liyuan…
Summary of Adjusting Model Size in Continual Gaussian Processes: How Big Is Big Enough?, by Guiomar Pescador-barrios et al.
Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough?by Guiomar Pescador-Barrios, Sarah…
Summary of Model Merging in Llms, Mllms, and Beyond: Methods, Theories, Applications and Opportunities, by Enneng Yang et al.
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunitiesby Enneng Yang, Li…
Summary of Srtfd: Scalable Real-time Fault Diagnosis Through Online Continual Learning, by Dandan Zhao et al.
SRTFD: Scalable Real-Time Fault Diagnosis through Online Continual Learningby Dandan Zhao, Karthick Sharma, Hongpeng Yin,…
Summary of Learning to Learn Without Forgetting Using Attention, by Anna Vettoruzzo et al.
Learning to Learn without Forgetting using Attentionby Anna Vettoruzzo, Joaquin Vanschoren, Mohamed-Rafik Bouguelia, Thorsteinn RögnvaldssonFirst…
Summary of The Need For a Big World Simulator: a Scientific Challenge For Continual Learning, by Saurabh Kumar et al.
The Need for a Big World Simulator: A Scientific Challenge for Continual Learningby Saurabh Kumar,…
Summary of Distribution-level Memory Recall For Continual Learning: Preserving Knowledge and Avoiding Confusion, by Shaoxu Cheng et al.
Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding Confusionby Shaoxu Cheng, Kanglei Geng,…