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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

An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning WACV 2024 An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning NeurIPS 2024 Class-Incremental Few-Shot Event Detection COLING 2024 Class Incremental Learning with Multi-Teacher Distillation CVPR 2024 Compositional Few-Shot Class-Incremental Learning ICML 2024 Continual Contrastive Spoken Language Understanding ACL 2024 CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning ECCV 2024 Cross-Class Feature Augmentation for Class Incremental Learning AAAI 2024 Defying Imbalanced Forgetting in Class Incremental Learning AAAI 2024 DiffClass: Diffusion-Based Class Incremental Learning ECCV 2024 Divide and not forget: Ensemble of selectively trained experts in Continual Learning ICLR 2024 DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning AAAI 2024 Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning CVPR 2024 Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning CVPR 2024 DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning CVPR 2024 Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning WACV 2024 Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024 eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation AAAI 2024 Evolving Parameterized Prompt Memory for Continual Learning AAAI 2024 Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning CVPR 2024 Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning WACV 2024 FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning CVPR 2024 Few-shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt ECCV 2024 Few-Shot Keyword-Incremental Learning with Total Calibration Interspeech 2024 Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning AAAI 2024