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Continual Learning

1895 directly classified papers

Papers per year

Papers

Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification CVPR 2025
ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation CVPR 2025
Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025
1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025
Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs COLING 2025
Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning AAAI 2025
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025
Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning AAAI 2025
Language Models Resist Alignment: Evidence From Data Compression ACL 2025
Orthogonal Finetuning Made Scalable EMNLP 2025
Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025
EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation IJCAI 2025
UNLEARN Efficient Removal of Knowledge in Large Language Models NAACL 2025
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025
Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025
TinySubNets: An Efficient and Low Capacity Continual Learning Strategy AAAI 2025
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation CVPR 2025
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025
Memorization vs. Reasoning: Updating LLMs with New Knowledge ACL 2025
Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection WACV 2025
ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning AAAI 2025
Serial Lifelong Editing via Mixture of Knowledge Experts ACL 2025
Vector Quantization Prompting for Continual Learning NIPS 2024