← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Continual Learning

101 directly classified papers

Papers per year

Papers

Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models ACL 2024
Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation CVPR 2024
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning NIPS 2024
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024
ViLCo-Bench: VIdeo Language COntinual learning Benchmark NIPS 2024
NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024
Lifelong Event Detection via Optimal Transport EMNLP 2024
Enhancing Visual Continual Learning with Language-Guided Supervision CVPR 2024
Consistent Prompting for Rehearsal-Free Continual Learning CVPR 2024
SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models EMNLP 2024
Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting EMNLP 2024
CoGen: Learning from Feedback with Coupled Comprehension and Generation EMNLP 2024
Exploring Orthogonality in Open World Object Detection CVPR 2024
BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pre-training of BabyLM ACL 2024
Coherent Temporal Synthesis for Incremental Action Segmentation CVPR 2024
Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation CVPR 2024
Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024
Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification CVPR 2024
Wings: Learning Multimodal LLMs without Text-only Forgetting NIPS 2024
Continual Learning in the Frequency Domain NIPS 2024
A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023
Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023