conftrace_

class-incremental learning

154 papers

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Also known as

CIL CLASS-IL

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) knowledge distillation (3725) few-shot learning (3398) representation learning (6206) few-shot class-incremental learning (19) prototype learning (405) incremental learning (278) semantic segmentation (3186) knowledge transfer (648)

Papers

Joint Input and Output Coordination for Class-Incremental Learning IJCAI 2024
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning CVPR 2024
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning CVPR 2024
TCP: Triplet Contrastive-Relationship Preserving for Class-Incremental Learning WACV 2024
Saliency-driven Experience Replay for Continual Learning NIPS 2024
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning NIPS 2024
On the Stability-Plasticity Dilemma of Class-Incremental Learning CVPR 2023
Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class CVPR 2023
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation CVPR 2023
Dealing With Cross-Task Class Discrimination in Online Continual Learning CVPR 2023
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration NIPS 2023
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning NIPS 2023
FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning WACV 2023
Space-time Prompting for Video Class-incremental Learning ICCV 2023
Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning ICCV 2023
Data-Free Class-Incremental Hand Gesture Recognition ICCV 2023
Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation NIPS 2023
AdvisIL - A Class-Incremental Learning Advisor WACV 2023
Learning to Learn: How to Continuously Teach Humans and Machines ICCV 2023
Attribution-Aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation WACV 2023
FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer IJCAI 2023
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding INTERSPEECH 2023
Online Hyperparameter Optimization for Class-Incremental Learning AAAI 2023
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding INTERSPEECH 2023