CLoG: Benchmarking Continual Learning of Image Generation Modelsby Haotian Zhang, Junting Zhou, Haowei Lin, Hang…
Continual Traffic Forecasting via Mixture of Expertsby Sanghyun Lee, Chanyoung ParkFirst submitted to arxiv on:…
Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Needby Martin…
Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learnerby Qiang Nie, Weifu Fu, Yuhuan Lin, Jialin…
Federated Class-Incremental Learning with Hierarchical Generative Prototypesby Riccardo Salami, Pietro Buzzega, Matteo Mosconi, Mattia Verasani,…
Parameterizing Federated Continual Learning for Reproducible Researchby Bart Cox, Jeroen Galjaard, Aditya Shankar, Jérémie Decouchant,…
An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraintsby Mooho Song, Jay-Yoon…
AGALE: A Graph-Aware Continual Learning Evaluation Frameworkby Tianqi Zhao, Alan Hanjalic, Megha KhoslaFirst submitted to…
Confidence-Based Task Prediction in Continual Disease Classification Using Probability Distributionby Tanvi Verma, Lukas Schwemer, Mingrui…
Disentangling and Mitigating the Impact of Task Similarity for Continual Learningby Naoki HirataniFirst submitted to…