Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual…
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richnessby Jaeill…
Continual Learning by Three-Phase Consolidationby Davide Maltoni, Lorenzo PellegriniFirst submitted to arxiv on: 12 Mar…
FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Expertsby Murat Onur…
A Unified and General Framework for Continual Learningby Zhenyi Wang, Yan Li, Li Shen, Heng…
Predictive, scalable and interpretable knowledge tracing on structured domainsby Hanqi Zhou, Robert Bamler, Charley M.…
Informed Spectral Normalized Gaussian Processes for Trajectory Predictionby Christian Schlauch, Christian Wirth, Nadja KleinFirst submitted…
Semantic Prompting with Image-Token for Continual Learningby Jisu Han, Jaemin Na, Wonjun HwangFirst submitted to…
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasksby Philip Matthias Winter, Maria Wimmer,…
Just Say the Name: Online Continual Learning with Category Names Only via Data Generationby Minhyuk…