conftrace_

class-incremental learning

284 papers

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Also known as

CIL CLASS-IL

Co-occurring keywords · papers mentioning both

catastrophic forgetting (146) continual learning (132) knowledge distillation (75) few-shot learning (56) representation learning (33) prototype learning (19) incremental learning (17) few-shot class-incremental learning (17) semantic segmentation (16) pre-trained model (13)

Papers

F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning NeurIPS 2024 Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor Interspeech 2024 GACL: Exemplar-Free Generalized Analytic Continual Learning NeurIPS 2024 Generative Multi-modal Models are Good Class Incremental Learners CVPR 2024 Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024 Hypercorrelation Evolution for Video Class-Incremental Learning AAAI 2024 Improving Plasticity in Online Continual Learning via Collaborative Learning CVPR 2024 Joint Input and Output Coordination for Class-Incremental Learning IJCAI 2024 Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024 MICS: Midpoint Interpolation To Learn Compact and Separated Representations for Few-Shot Class-Incremental Learning WACV 2024 MIND: Multi-Task Incremental Network Distillation AAAI 2024 Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning ICML 2024 NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024 Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement AAAI 2024 Online Class-Incremental Learning for Real-World Food Image Classification WACV 2024 OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning CVPR 2024 Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning WACV 2024 OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning ICLR 2024 Prediction Error-based Classification for Class-Incremental Learning ICLR 2024 Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NeurIPS 2024 Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach NeurIPS 2024 Saliency-driven Experience Replay for Continual Learning NeurIPS 2024 SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection CVPR 2024 Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer CVPR 2024 Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning CVPR 2024