conftrace_

class incremental learning

101 papers

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Also known as

CIL

Co-occurring keywords

continual learning (1181) catastrophic forgetting (958) knowledge distillation (3725) representation learning (6206) few-shot learning (3398) class-incremental learning (154) exemplar-free learning (21) incremental learning (278) prototype learning (405) semantic segmentation (3186)

Papers

Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning CVPR 2024
Cross-Class Feature Augmentation for Class Incremental Learning AAAI 2024
eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation AAAI 2024
Improving Plasticity in Online Continual Learning via Collaborative Learning CVPR 2024
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection CVPR 2024
Hypercorrelation Evolution for Video Class-Incremental Learning AAAI 2024
Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning CVPR 2024
FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning CVPR 2024
Class Incremental Learning with Multi-Teacher Distillation CVPR 2024
Class-Incremental Few-Shot Event Detection COLING 2024
NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024
GACL: Exemplar-Free Generalized Analytic Continual Learning NIPS 2024
Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning CVPR 2024
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning NIPS 2024
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-Free Continual Learning WACV 2024
Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning AAAI 2024
Long-Tail Class Incremental Learning via Independent Sub-prototype Construction 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
DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning CVPR 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning NIPS 2024
Defying Imbalanced Forgetting in Class Incremental Learning AAAI 2024
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation INTERSPEECH 2024
Generative Multi-modal Models are Good Class Incremental Learners CVPR 2024
What Matters in Graph Class Incremental Learning? An Information Preservation Perspective NIPS 2024