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Continual Learning

309 directly classified papers

Papers per year

Papers

Steering Prototypes With Prompt-Tuning for Rehearsal-Free Continual Learning WACV 2024
Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024
Continual Contrastive Spoken Language Understanding ACL 2024
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System ACL 2024
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models ACL 2024
FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning CVPR 2024
Class Incremental Learning with Multi-Teacher Distillation CVPR 2024
Consistent Prompting for Rehearsal-Free Continual Learning CVPR 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters CVPR 2024
InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning CVPR 2024
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning CVPR 2024
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification CVPR 2024
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer CVPR 2024
RCL: Reliable Continual Learning for Unified Failure Detection CVPR 2024
Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy CVPR 2024
Adaptive VIO: Deep Visual-Inertial Odometry with Online Continual Learning CVPR 2024
Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation CVPR 2024
A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and Generalizability CVPR 2024
NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024
MoML: Online Meta Adaptation for 3D Human Motion Prediction CVPR 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024
Enhancing Visual Continual Learning with Language-Guided Supervision CVPR 2024
CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update CVPR 2024
Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024
Towards Backward-Compatible Continual Learning of Image Compression CVPR 2024