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

Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025

Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning AAAI 2025

Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025

DAM: Dynamic Adapter Merging for Continual Video QA Learning WACV 2025

Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection WACV 2025

Rethinking Long Context Generation from the Continual Learning Perspective COLING 2025

Adversarial Robust Memory-Based Continual Learner ICCV 2025

FedAGC: Federated Continual Learning with Asymmetric Gradient Correction ICCV 2025

Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning ICCV 2025

Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025

Continual Learning of Large Language Models EMNLP 2025

CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning ICCV 2025

Federated Continuous Category Discovery and Learning ICCV 2025

Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios ICCV 2025

Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV 2025

Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning ICCV 2025

CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025

On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients AISTATS 2025

Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025

Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025

Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025

The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025

CL-Splats: Continual Learning of Gaussian Splatting with Local Optimization ICCV 2025

Multilingual Continual Learning using Attention Distillation COLING 2025

Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025