class-incremental learning

Adaptive Decision Boundary for Few-Shot Class-Incremental Learning AAAI 2025 Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025 AIC3DOD: Advancing Indoor Class-Incremental 3D Object Detection with Point Transformer Architecture and Room Layout Constraints WACV 2025 ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning AAAI 2025 AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting ACL 2025 A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025 Are Exemplar-Based Class Incremental Learning Models Victim of Black-Box Poison Attacks? WACV 2025 A Tiny Change, A Giant Leap: Long-Tailed Class-Incremental Learning via Geometric Prototype Alignment ICCV 2025 Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning CVPR 2025 Autoencoder-Based Hybrid Replay for Class-Incremental Learning ICML 2025 CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning AAAI 2025 CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning IJCAI 2025 CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning CVPR 2025 CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation CVPR 2025 Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking AAAI 2025 Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection WACV 2025 Continual Learning Using a Kernel-Based Method Over Foundation Models AAAI 2025 Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025 Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025 Dynamic Integration of Task-Specific Adapters for Class Incremental Learning CVPR 2025 Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning ICCV 2025 Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration CVPR 2025 Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025 ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025