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Continual Learning

309 directly classified papers

Papers per year

Papers

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
A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models EMNLP 2024
Adaptive VIO: Deep Visual-Inertial Odometry with Online Continual Learning CVPR 2024
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning CVPR 2024
Towards Backward-Compatible Continual Learning of Image Compression CVPR 2024
MoML: Online Meta Adaptation for 3D Human Motion Prediction CVPR 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024
Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning CVPR 2024
Enhancing Visual Continual Learning with Language-Guided Supervision CVPR 2024
Continual Audio-Visual Sound Separation NIPS 2024
CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update CVPR 2024
Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024
Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024
Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024
What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection AAAI 2024
What Matters in Graph Class Incremental Learning? An Information Preservation Perspective NIPS 2024
Continual Learning in an Open and Dynamic World AAAI 2024
DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning CVPR 2024
The Inter-batch Diversity of Samples in Experience Replay for Continual Learning AAAI 2024
LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning NIPS 2024
Multi-world Model in Continual Reinforcement Learning AAAI 2024
Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay CVPR 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning NIPS 2024