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Continual Learning

557 directly classified papers

Papers per year

Papers

Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning EMNLP 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition EMNLP 2023
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement INTERSPEECH 2023
Continual Learning for Instruction Following from Realtime Feedback NIPS 2023
On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm NIPS 2023
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation NIPS 2023
Evolving Standardization for Continual Domain Generalization over Temporal Drift NIPS 2023
Federated Incremental Semantic Segmentation CVPR 2023
PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023
Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-World CVPR 2023
A Probabilistic Framework for Lifelong Test-Time Adaptation CVPR 2023
Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023
CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning CVPR 2023
Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs AAAI 2023
Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge Distillation EMNLP 2023
Visually Grounded Continual Language Learning with Selective Specialization EMNLP 2023
CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023
Enhancing Continual Relation Extraction via Classifier Decomposition ACL 2023
History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion ACL 2023
Class-Incremental Learning based on Label Generation ACL 2023
Exploring Continual Learning for Code Generation Models ACL 2023
Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding INTERSPEECH 2023
CLRL-Tuning: A Novel Continual Learning Approach for Automatic Speech Recognition INTERSPEECH 2023
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2023