Continual Learning

Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation CVPR 2024 ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning CVPR 2024 Effective Restoration of Source Knowledge in Continual Test Time Adaptation WACV 2024 Efficient and Stable Offline-to-online Reinforcement Learning via Continual Policy Revitalization IJCAI 2024 Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024 Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning WACV 2024 Efficient Lifelong Model Evaluation in an Era of Rapid Progress NeurIPS 2024 Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024 Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning ICLR 2024 Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning AAAI 2024 Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks ICLR 2024 Emergent specialization from participation dynamics and multi-learner retraining AISTATS 2024 Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting EMNLP 2024 Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation ACL 2024 Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL 2024 Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator IJCAI 2024 Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases IJCAI 2024 Enhancing Visual Continual Learning with Language-Guided Supervision CVPR 2024 eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation AAAI 2024 Evolve: Enhancing Unsupervised Continual Learning With Multiple Experts WACV 2024 Evolving Parameterized Prompt Memory for Continual Learning AAAI 2024 Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning CVPR 2024 Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning WACV 2024 Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following NeurIPS 2024 Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark AAAI 2024