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Continual Learning

1,929 papers

Papers per year

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Papers

Revisiting Neural Networks for Continual Learning: An Architectural Perspective IJCAI 2024
Joint Input and Output Coordination for Class-Incremental Learning IJCAI 2024
Dynamic against Dynamic: An Open-Set Self-Learning Framework IJCAI 2024
Navigating Continual Test-time Adaptation with Symbiosis Knowledge IJCAI 2024
Continual Multi-View Clustering with Consistent Anchor Guidance IJCAI 2024
Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning IJCAI 2024
Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator IJCAI 2024
Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases IJCAI 2024
Continual Multimodal Knowledge Graph Construction IJCAI 2024
Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation IJCAI 2024
Recurrent Concept Drifts on Data Streams IJCAI 2024
Continual Learning with Pre-Trained Models: A Survey IJCAI 2024
Knowledge-Preserving Pluggable Modules for Multilingual Speech Translation Tasks INTERSPEECH 2024
Lifelong Learning MOS Prediction for Synthetic Speech Quality Evaluation INTERSPEECH 2024
Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems INTERSPEECH 2024
Dysarthric Speech Recognition Using Curriculum Learning and Articulatory Feature Embedding INTERSPEECH 2024
Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper INTERSPEECH 2024
Unsupervised Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2024
Sequential Editing for Lifelong Training of Speech Recognition Models INTERSPEECH 2024
A Parameter-efficient Language Extension Framework for Multilingual ASR INTERSPEECH 2024
Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor INTERSPEECH 2024
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation INTERSPEECH 2024
Few-Shot Keyword-Incremental Learning with Total Calibration INTERSPEECH 2024
Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning L4DC 2024
Continual learning of multi-modal dynamics with external memory L4DC 2024