Continual Learning

Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023 Feature Staleness Aware Incremental Learning for CTR Prediction IJCAI 2023 FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning NeurIPS 2023 Federated Incremental Semantic Segmentation CVPR 2023 Federated Learning with Bilateral Curation for Partially Class-Disjoint Data NeurIPS 2023 FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer IJCAI 2023 FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning WACV 2023 Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes Interspeech 2023 Few-shot Class-incremental Audio Classification Using Stochastic Classifier Interspeech 2023 Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation CVPR 2023 Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration NeurIPS 2023 Few-shot Continual Infomax Learning ICCV 2023 First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning ICCV 2023 ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning NeurIPS 2023 Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation CVPR 2023 “Geen makkie”: Interpretable Classification and Simplification of Dutch Text Complexity ACL 2023 Generating Instance-level Prompts for Rehearsal-free Continual Learning ICCV 2023 Generative Replay Inspired by Hippocampal Memory Indexing for Continual Language Learning EACL 2023 Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation CVPR 2023 GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task CVPR 2023 GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting CVPR 2023 GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets ICML 2023 Growing a Brain with Sparsity-Inducing Generation for Continual Learning ICCV 2023 Heterogeneous Continual Learning CVPR 2023 Heterogeneous Forgetting Compensation for Class-Incremental Learning ICCV 2023