{"total":30,"rows":[{"id":"2302.09309","title":"StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning","created":"2023-02-18","cited_by_count":53,"area":null},{"id":"2403.00567","title":"Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning","created":"2024-03-01","cited_by_count":26,"area":null},{"id":"2311.18649","title":"Simple Semantic-Aided Few-Shot Learning","created":"2023-11-30","cited_by_count":15,"area":null},{"id":"2303.08557","title":"Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey","created":"2023-03-15","cited_by_count":14,"area":null},{"id":"2403.01966","title":"Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Learning","created":"2024-03-04","cited_by_count":13,"area":null},{"id":"2411.01432","title":"Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning","created":"2024-11-03","cited_by_count":11,"area":null},{"id":"2406.16422","title":"Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting","created":"2024-06-24","cited_by_count":9,"area":null},{"id":"2307.14709","title":"Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation","created":"2023-07-27","cited_by_count":7,"area":null},{"id":"2509.25033","title":"VT-FSL: Bridging Vision and Text with LLMs for Few-Shot Learning","created":"2025-09-29","cited_by_count":7,"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":"2603.05235","title":"Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot Learning","created":"2026-03-05","cited_by_count":5,"area":null},{"id":"2506.02843","title":"Random Registers for Cross-Domain Few-Shot Learning","created":"2025-06-03","cited_by_count":4,"area":null},{"id":"2303.09253","title":"A Survey of Deep Visual Cross-Domain Few-Shot Learning","created":"2023-03-16","cited_by_count":3,"area":null},{"id":"2506.03110","title":"Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning","created":"2025-06-03","cited_by_count":3,"area":null},{"id":"2303.01803","title":"Uncertainty-Aware Gradient Stabilization for Small Object Detection","created":"2023-03-03","cited_by_count":2,"area":null},{"id":"2507.15243","title":"Cross-Domain Few-Shot Learning with Coalescent Projections and Latent Space Reservation","created":"2025-07-21","cited_by_count":2,"area":null},{"id":"2511.14279","title":"Free Lunch to Meet the Gap: Intermediate Domain Reconstruction for Cross-Domain Few-Shot Learning","created":"2025-11-18","cited_by_count":2,"area":null},{"id":"2602.00795","title":"DVLA-RL: Dual-Level Vision-Language Alignment with Reinforcement Learning Gating for Few-Shot Learning","created":"2026-01-31","cited_by_count":2,"area":null},{"id":"2301.07927","title":"Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning","created":"2023-01-19","cited_by_count":1,"area":null},{"id":"2403.03535","title":"Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications","created":"2024-03-06","cited_by_count":1,"area":null},{"id":"2310.09471","title":"Plug-and-Play Feature Generation for Few-Shot Medical Image Classification","created":"2023-10-14","cited_by_count":0,"area":null},{"id":"2406.00545","title":"Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation","created":"2024-06-01","cited_by_count":0,"area":null},{"id":"2408.14192","title":"Feature Aligning Few shot Learning Method Using Local Descriptors Weighted Rules","created":"2024-08-26","cited_by_count":0,"area":null},{"id":"2408.15924","title":"Local Descriptors Weighted Adaptive Threshold Filtering For Few-Shot Learning","created":"2024-08-28","cited_by_count":0,"area":null},{"id":"2504.06608","title":"A Cross-Domain Few-Shot Learning Method Based on Domain Knowledge Mapping","created":"2025-04-09","cited_by_count":0,"area":null},{"id":"2507.22057","title":"MetaLab: Few-Shot Game Changer for Image Recognition","created":"2025-07-29","cited_by_count":0,"area":null},{"id":"2507.22136","title":"Color as the Impetus: Transforming Few-Shot Learner","created":"2025-07-29","cited_by_count":0,"area":null},{"id":"2511.06648","title":"FreqGRL: Suppressing Low-Frequency Bias and Mining High-Frequency Knowledge for Cross-Domain Few-Shot Learning","created":"2025-11-10","cited_by_count":0,"area":null},{"id":"2601.01687","title":"FALCON: Few-Shot Adversarial Learning for Cross-Domain Medical Image Segmentation","created":"2026-01-04","cited_by_count":0,"area":null},{"id":"2601.14111","title":"PMCE: Probabilistic Multi-Granularity Semantics with Caption-Guided Enhancement for Few-Shot Learning","created":"2026-01-20","cited_by_count":0,"area":null}],"next_cursor":null}