{"total":26,"rows":[{"id":"2407.02880","title":"Knowledge Composition using Task Vectors with Learned Anisotropic Scaling","created":"2024-07-03","cited_by_count":37,"area":null},{"id":"2504.12104","title":"Logits DeConfusion with CLIP for Few-Shot Learning","created":"2025-04-16","cited_by_count":11,"area":null},{"id":"2412.11375","title":"Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP","created":"2024-12-16","cited_by_count":6,"area":null},{"id":"2503.11101","title":"A Survey on Self-supervised Contrastive Learning for Multimodal Text-Image Analysis","created":"2025-03-14","cited_by_count":5,"area":null},{"id":"2503.22984","title":"Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing","created":"2025-03-29","cited_by_count":5,"area":null},{"id":"2506.19694","title":"UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation","created":"2025-06-24","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":"2504.10487","title":"FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation","created":"2025-04-14","cited_by_count":4,"area":null},{"id":"2505.21571","title":"FCOS: A Two-Stage Recoverable Model Pruning Framework for Automatic Modulation Recognition","created":"2025-05-27","cited_by_count":4,"area":null},{"id":"2507.03683","title":"On the rankability of visual embeddings","created":"2025-07-04","cited_by_count":4,"area":null},{"id":"2508.03102","title":"Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning","created":"2025-08-05","cited_by_count":2,"area":null},{"id":"2412.16739","title":"UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning","created":"2024-12-21","cited_by_count":1,"area":null},{"id":"2503.14938","title":"Optimal Transport Adapter Tuning for Bridging Modality Gaps in Few-Shot Remote Sensing Scene Classification","created":"2025-03-19","cited_by_count":1,"area":null},{"id":"2508.02405","title":"Improving Generalization of Language-Conditioned Robot Manipulation","created":"2025-08-04","cited_by_count":1,"area":null},{"id":"2511.07929","title":"Federated CLIP for Resource-Efficient Heterogeneous Medical Image Classification","created":"2025-11-11","cited_by_count":1,"area":null},{"id":"2607.29192","title":"Locally Consistent Transductive Information Maximization for Few-Shot Remote Sensing Scene Classification","created":"2026-07-31","cited_by_count":1,"area":null},{"id":"2412.12793","title":"CRoF: CLIP-based Robust Few-shot Learning on Noisy Labels","created":"2024-12-17","cited_by_count":0,"area":null},{"id":"2507.01290","title":"Learning an Ensemble Token from Task-driven Priors in Facial Analysis","created":"2025-07-02","cited_by_count":0,"area":null},{"id":"2507.20511","title":"Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification","created":"2025-07-28","cited_by_count":0,"area":null},{"id":"2510.08659","title":"Provably Robust Adaptation for Language-Empowered Foundation Models","created":"2025-10-09","cited_by_count":0,"area":null},{"id":"2512.02441","title":"Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation","created":"2025-12-02","cited_by_count":0,"area":null},{"id":"2601.20526","title":"IOTA: Corrective Knowledge-Guided Prompt Learning via Black-White Box Framework","created":"2026-01-28","cited_by_count":0,"area":null},{"id":"2604.23977","title":"Multi-View Synergistic Learning with Vision-Language Adaption for Low-Resource Biomedical Image Classification","created":"2026-04-27","cited_by_count":0,"area":null},{"id":"2605.15736","title":"BiomedAP: A Vision-Informed Dual-Anchor Framework with Gated Cross-Modal Fusion for Robust Medical Vision-Language Adaptation","created":"2026-05-15","cited_by_count":0,"area":null},{"id":"2606.11661","title":"Learning Instance-Adaptive Low-Rank Orthogonal Subspaces for Clothes-Changing Person Re-Identification","created":"2026-06-10","cited_by_count":0,"area":null},{"id":"2609.10333","title":"Learning to Adapt and Calibrate: Score Distribution Alignment for Few-Shot Uncertainty Prediction in Medical VLMs","created":"2026-09-09","cited_by_count":0,"area":null}],"next_cursor":null}