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Continual Learning

1895 directly classified papers

Papers per year

Papers

NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning ICCV 2023
Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation ICCV 2023
Heterogeneous Forgetting Compensation for Class-Incremental Learning ICCV 2023
ICICLE: Interpretable Class Incremental Continual Learning ICCV 2023
Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint ICCV 2023
Continual Learning for Personalized Co-speech Gesture Generation ICCV 2023
Introducing Language Guidance in Prompt-based Continual Learning ICCV 2023
Dynamic Residual Classifier for Class Incremental Learning ICCV 2023
Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning ICCV 2023
Contrastive Continuity on Augmentation Stability Rehearsal for Continual Self-Supervised Learning ICCV 2023
When Prompt-based Incremental Learning Does Not Meet Strong Pretraining ICCV 2023
Self-Evolved Dynamic Expansion Model for Task-Free Continual Learning ICCV 2023
Prompt-aligned Gradient for Prompt Tuning ICCV 2023
Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning ICCV 2023
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less ICCV 2023
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? ICCV 2023
Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering ICCV 2023
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models ICCV 2023
MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition ICCV 2023
Incremental Generalized Category Discovery ICCV 2023
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding INTERSPEECH 2023
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes INTERSPEECH 2023
Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition INTERSPEECH 2023
Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics INTERSPEECH 2023
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning AAAI 2023