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continual learning

1164 papers

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Also known as

CIT OCL TFCL CIS CGZSL CL OR NULL CPT CLL CL NULL CIL CL

Co-occurring keywords

catastrophic forgetting (939) knowledge distillation (3680) representation learning (6174) domain adaptation (4578) class-incremental learning (154) incremental learning (278) neural network (6616) transfer learning (5442) few-shot learning (3390) online learning (1770)

Papers

The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns via Spotlights of Attention ICML 2022
Continually Detection, Rapidly React: Unseen Rumors Detection Based on Continual Prompt-Tuning COLING 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022
Continual Few-shot Intent Detection COLING 2022
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation NAACL 2022
A State-Distribution Matching Approach to Non-Episodic Reinforcement Learning ICML 2022
Continual Semantic Segmentation Leveraging Image-level Labels and Rehearsal IJCAI 2022
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams IJCAI 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning COLING 2022
Continual Stereo Matching of Continuous Driving Scenes With Growing Architecture CVPR 2022
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022
Learning from Students: Online Contrastive Distillation Network for General Continual Learning IJCAI 2022
Continual Learning with Guarantees via Weight Interval Constraints ICML 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022
CTRL: Continual Representation Learning to Transfer Information of Pre-trained for WAV2VEC 2.0 INTERSPEECH 2022
Adversarial and Sequential Training for Cross-lingual Prosody Transfer TTS INTERSPEECH 2022
Continual Learning via Sequential Function-Space Variational Inference ICML 2022
Incremental learning for RNN-Transducer based speech recognition models INTERSPEECH 2022
From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022
Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) AAAI 2022
Static-Dynamic Co-teaching for Class-Incremental 3D Object Detection AAAI 2022
Lifelong Person Re-identification by Pseudo Task Knowledge Preservation AAAI 2022
Wide Neural Networks Forget Less Catastrophically ICML 2022
Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation ICML 2022
Forget-free Continual Learning with Winning Subnetworks ICML 2022