{"total":19,"rows":[{"id":"2406.09317","title":"Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model","created":"2024-06-13","cited_by_count":12,"area":"mllm"},{"id":"2501.11231","title":"KPL: Training-Free Medical Knowledge Mining of Vision-Language Models","created":"2025-01-20","cited_by_count":10,"area":"mllm"},{"id":"2410.15744","title":"Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment","created":"2024-10-21","cited_by_count":7,"area":"mllm"},{"id":"2503.07487","title":"LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition?","created":"2025-03-10","cited_by_count":6,"area":"mllm"},{"id":"2502.16223","title":"Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection","created":"2025-02-22","cited_by_count":3,"area":"mllm"},{"id":"2510.19599","title":"XBench: A Comprehensive Benchmark for Visual-Language Explanations in Chest Radiography","created":"2025-10-22","cited_by_count":3,"area":"mllm"},{"id":"2511.08402","title":"Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation","created":"2025-11-11","cited_by_count":3,"area":"mllm"},{"id":"2504.14129","title":"PVLM: Parsing-Aware Vision Language Model with Dynamic Contrastive Learning for Zero-Shot Deepfake Attribution","created":"2025-04-19","cited_by_count":1,"area":"mllm"},{"id":"2511.12215","title":"FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention","created":"2025-11-15","cited_by_count":1,"area":"mllm"},{"id":"2603.17079","title":"ACE-LoRA: Graph-Attentive Context Enhancement for Parameter-Efficient Adaptation of Medical Vision-Language Models","created":"2026-03-17","cited_by_count":1,"area":"mllm"},{"id":"2604.18867","title":"Hierarchically Robust Zero-shot Vision-language Models","created":"2026-04-20","cited_by_count":1,"area":"mllm"},{"id":"2608.00147","title":"RadPRISM: Schema-stratified radiology-report supervision for concept-disentangled image representations and visual grounding","created":"2026-07-31","cited_by_count":1,"area":"mllm"},{"id":"2512.17121","title":"The Effect of Negation on CLIP in Medical Imaging: Limitations of Contrastive Language-Image Pretraining","created":"2025-12-18","cited_by_count":0,"area":"mllm"},{"id":"2601.08165","title":"Representation Learning with Semantic-aware Instance and Sparse Token Alignments","created":"2026-01-13","cited_by_count":0,"area":"mllm"},{"id":"2601.22696","title":"Bi-MCQ: Reformulating Vision-Language Alignment for Negation Understanding","created":"2026-01-30","cited_by_count":0,"area":"mllm"},{"id":"2604.11197","title":"MedP-CLIP: Medical CLIP with Region-Aware Prompt Integration","created":"2026-04-13","cited_by_count":0,"area":"mllm"},{"id":"2608.02252","title":"HarMoE: Multi-Source Chest Radiograph Pretraining with Dataset-Disentangled Experts","created":"2026-08-03","cited_by_count":0,"area":"mllm"},{"id":"2609.01757","title":"AlphaRAD: Grounded Zero-Shot Classification in Chest Radiology via $\\alpha$-Corrected Binary Cross Entropy and Factorized Latent Supervision","created":"2026-09-01","cited_by_count":0,"area":"mllm"},{"id":"2609.34479","title":"SentZero: An Enhanced Sentence-Centric Vision-Language Pretraining for Multi-Task Zero-Shot Chest X-Ray Analysis","created":"2026-09-28","cited_by_count":0,"area":"mllm"}],"next_cursor":null}