class-incremental learning

Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings NeurIPS 2024 Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning NeurIPS 2024 TCP: Triplet Contrastive-Relationship Preserving for Class-Incremental Learning WACV 2024 Text-Enhanced Data-free Approach for Federated Class-Incremental Learning CVPR 2024 Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Interspeech 2024 Vector Quantization Prompting for Continual Learning NeurIPS 2024 Wakening Past Concepts Without Past Data: Class-Incremental Learning From Online Placebos WACV 2024 What Matters in Graph Class Incremental Learning? An Information Preservation Perspective NeurIPS 2024 A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks NeurIPS 2023 AdvisIL - A Class-Incremental Learning Advisor WACV 2023 A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning ICLR 2023 An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding Interspeech 2023 Attribution-Aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation WACV 2023 Audio-Visual Class-Incremental Learning ICCV 2023 BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion ICLR 2023 CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning CVPR 2023 Class-Incremental Exemplar Compression for Class-Incremental Learning CVPR 2023 Class-Incremental Grouping Network for Continual Audio-Visual Learning ICCV 2023 Class-Incremental Learning based on Label Generation ACL 2023 Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract) AAAI 2023 Data-Free Class-Incremental Hand Gesture Recognition ICCV 2023 DDGR: Continual Learning with Deep Diffusion-based Generative Replay ICML 2023 Dealing With Cross-Task Class Discrimination in Online Continual Learning CVPR 2023 Dense Network Expansion for Class Incremental Learning CVPR 2023 DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning CVPR 2023