{"total":13,"rows":[{"id":"2410.05352","title":"Recent Advances of Multimodal Continual Learning: A Comprehensive Survey","created":"2024-10-07","cited_by_count":39,"area":null},{"id":"2403.20317","title":"Convolutional Prompting meets Language Models for Continual Learning","created":"2024-03-29","cited_by_count":32,"area":null},{"id":"2403.09857","title":"Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt","created":"2024-03-14","cited_by_count":15,"area":null},{"id":"2507.09183","title":"Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning","created":"2025-07-12","cited_by_count":8,"area":null},{"id":"2408.09722","title":"Towards Few-Shot Learning in the Open World: A Review and Beyond","created":"2024-08-19","cited_by_count":5,"area":null},{"id":"2309.02833","title":"Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning","created":"2023-09-06","cited_by_count":4,"area":null},{"id":"2403.06295","title":"A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets","created":"2024-03-10","cited_by_count":4,"area":null},{"id":"2511.15633","title":"Hierarchical Semantic Tree Anchoring for CLIP-Based Class-Incremental Learning","created":"2025-11-19","cited_by_count":3,"area":null},{"id":"2405.16625","title":"Consistency-Guided Asynchronous Contrastive Tuning for Few-Shot Class-Incremental Tuning of Foundation Models","created":"2024-05-26","cited_by_count":1,"area":null},{"id":"2501.05017","title":"Continuous Knowledge-Preserving Decomposition with Adaptive Layer Selection for Few-Shot Class-Incremental Learning","created":"2025-01-09","cited_by_count":1,"area":null},{"id":"2601.07117","title":"Few-shot Class-Incremental Learning via Generative Co-Memory Regularization","created":"2026-01-12","cited_by_count":1,"area":null},{"id":"2411.15611","title":"If you can describe it, they can see it: Cross-Modal Learning of Visual Concepts from Textual Descriptions","created":"2024-11-23","cited_by_count":0,"area":null},{"id":"2509.06219","title":"MCIGLE: Multimodal Exemplar-Free Class-Incremental Graph Learning","created":"2025-09-07","cited_by_count":0,"area":null}],"next_cursor":null}