{"total":41,"rows":[{"id":"2404.08181","title":"Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation","created":"2024-04-12","cited_by_count":77,"area":null},{"id":"2403.12570","title":"Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images","created":"2024-03-19","cited_by_count":69,"area":null},{"id":"2308.12216","title":"SG-Former: Self-guided Transformer with Evolving Token Reallocation","created":"2023-08-23","cited_by_count":32,"area":null},{"id":"2407.13588","title":"Robust Calibration of Large Vision-Language Adapters","created":"2024-07-18","cited_by_count":28,"area":null},{"id":"2502.08391","title":"ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification","created":"2025-02-12","cited_by_count":28,"area":null},{"id":"2501.18592","title":"Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models","created":"2025-01-30","cited_by_count":23,"area":null},{"id":"2305.06524","title":"Can SAM Boost Video Super-Resolution?","created":"2023-05-11","cited_by_count":21,"area":null},{"id":"2308.08942","title":"Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction","created":"2023-08-17","cited_by_count":20,"area":null},{"id":"2403.01560","title":"XOV-Action: Towards Generalizable Open-Vocabulary Action Recognition","created":"2024-03-03","cited_by_count":15,"area":null},{"id":"2401.04651","title":"Learning to Prompt Segment Anything Models","created":"2024-01-09","cited_by_count":13,"area":null},{"id":"2408.10280","title":"NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models","created":"2024-08-18","cited_by_count":13,"area":null},{"id":"2409.09724","title":"MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection","created":"2024-09-15","cited_by_count":11,"area":null},{"id":"2305.13620","title":"A Dive into SAM Prior in Image Restoration","created":"2023-05-23","cited_by_count":9,"area":null},{"id":"2407.01003","title":"Embedded Visual Prompt Tuning","created":"2024-07-01","cited_by_count":7,"area":null},{"id":"2412.00622","title":"Visual Modality Prompt for Adapting Vision-Language Object Detectors","created":"2024-12-01","cited_by_count":7,"area":null},{"id":"2311.13612","title":"Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning","created":"2023-11-21","cited_by_count":6,"area":null},{"id":"2508.15568","title":"Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment","created":"2025-08-21","cited_by_count":6,"area":null},{"id":"2407.15173","title":"Rethinking Domain Adaptation and Generalization in the Era of CLIP","created":"2024-07-21","cited_by_count":5,"area":null},{"id":"2408.13983","title":"Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation","created":"2024-08-26","cited_by_count":4,"area":null},{"id":"2407.06780","title":"CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection","created":"2024-07-09","cited_by_count":3,"area":null},{"id":"2409.20558","title":"Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection","created":"2024-09-30","cited_by_count":3,"area":null},{"id":"2510.15595","title":"FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification","created":"2025-10-17","cited_by_count":3,"area":null},{"id":"2409.11338","title":"CLIP Adaptation by Intra-modal Overlap Reduction","created":"2024-09-17","cited_by_count":2,"area":null},{"id":"2505.05229","title":"Does CLIP perceive art the same way we do?","created":"2025-05-08","cited_by_count":2,"area":null},{"id":"2506.04713","title":"Enabling Validation for Robust Few-Shot Recognition","created":"2025-06-05","cited_by_count":2,"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":"2510.19155","title":"VeFA: Vector-Based Feature Space Adaptation for Robust Model Fine-Tuning","created":"2025-10-22","cited_by_count":2,"area":null},{"id":"2411.15837","title":"Modality Alignment Meets Federated Broadcasting","created":"2024-11-24","cited_by_count":1,"area":null},{"id":"2506.04673","title":"Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts","created":"2025-06-05","cited_by_count":1,"area":null},{"id":"2509.17598","title":"COLA: Context-aware Language-driven Test-time Adaptation","created":"2025-09-22","cited_by_count":1,"area":null},{"id":"2510.23894","title":"Improving Visual Discriminability of CLIP for Training-Free Open-Vocabulary Semantic Segmentation","created":"2025-10-27","cited_by_count":1,"area":null},{"id":"2403.06136","title":"RESTORE: Towards Feature Shift for Vision-Language Prompt Learning","created":"2024-03-10","cited_by_count":0,"area":null},{"id":"2408.00290","title":"Multi-Modal Parameter-Efficient Fine-tuning via Graph Neural Network","created":"2024-08-01","cited_by_count":0,"area":null},{"id":"2511.05841","title":"Cross-Task Generalization in Handwriting-Based Alzheimer's Screening via Vision Language Adaptation","created":"2025-11-08","cited_by_count":0,"area":null},{"id":"2512.10244","title":"Solving Semi-Supervised Few-Shot Learning from an Auto-Annotation Perspective","created":"2025-12-11","cited_by_count":0,"area":null},{"id":"2512.12498","title":"Advancing Cache-Based Few-Shot Classification via Patch-Driven Relational Gated Graph Attention","created":"2025-12-13","cited_by_count":0,"area":null},{"id":"2603.18101","title":"Training-Only Heterogeneous Image-Patch-Text Graph Supervision for Advancing Few-Shot Learning Adapters","created":"2026-03-18","cited_by_count":0,"area":null},{"id":"2605.10071","title":"MFVLR: Multi-domain Fine-grained Vision-Language Reconstruction for Generalizable Diffusion Face Forgery Detection and Localization","created":"2026-05-11","cited_by_count":0,"area":null},{"id":"2605.19623","title":"PrAda: Few-Shot Visual Adaptation for Text-Prompted Segmentation","created":"2026-05-19","cited_by_count":0,"area":null},{"id":"2608.06673","title":"When Semantics Saturate or Emerge: Adaptation-Conditional Semantic Utility in Source-Free Cross-Domain Few-Shot Learning","created":"2026-08-07","cited_by_count":0,"area":null},{"id":"2608.17490","title":"When More Foundation Models Means Less: Diagnosing and Addressing Multi-View Fusion Failure","created":"2026-08-18","cited_by_count":0,"area":null}],"next_cursor":null}