{"total":23,"rows":[{"id":"2311.16922","title":"Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding","created":"2023-11-28","cited_by_count":688,"area":"mllm"},{"id":"2310.00754","title":"Analyzing and Mitigating Object Hallucination in Large Vision-Language Models","created":"2023-10-01","cited_by_count":316,"area":"mllm"},{"id":"2408.02032","title":"Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models","created":"2024-08-04","cited_by_count":94,"area":"mllm"},{"id":"2410.11779","title":"MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation","created":"2024-10-15","cited_by_count":88,"area":"mllm"},{"id":"2305.10799","title":"MedBLIP: Bootstrapping Language-Image Pre-training from 3D Medical Images and Texts","created":"2023-05-18","cited_by_count":51,"area":"mllm"},{"id":"2503.13107","title":"ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models","created":"2025-03-17","cited_by_count":40,"area":"mllm"},{"id":"2406.10900","title":"AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models","created":"2024-06-16","cited_by_count":32,"area":"mllm"},{"id":"2408.00555","title":"Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation","created":"2024-08-01","cited_by_count":29,"area":"mllm"},{"id":"2402.14162","title":"On Large Visual Language Models for Medical Imaging Analysis: An Empirical Study","created":"2024-02-21","cited_by_count":28,"area":"mllm"},{"id":"2503.08342","title":"Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs","created":"2025-03-11","cited_by_count":23,"area":"mllm"},{"id":"2504.21051","title":"Multimodal Large Language Models for Medicine: A Comprehensive Survey","created":"2025-04-29","cited_by_count":16,"area":"mllm"},{"id":"2404.06798","title":"Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding","created":"2024-04-10","cited_by_count":13,"area":"mllm"},{"id":"2504.10020","title":"The Mirage of Performance Gains: Why Contrastive Decoding Fails to Mitigate Object Hallucinations in MLLMs?","created":"2025-04-14","cited_by_count":9,"area":"mllm"},{"id":"2510.16596","title":"SHIELD: Suppressing Hallucinations In LVLM Encoders via Bias and Vulnerability Defense","created":"2025-10-18","cited_by_count":7,"area":"mllm"},{"id":"2512.01922","title":"Med-VCD: Mitigating Hallucination for Medical Large Vision Language Models through Visual Contrastive Decoding","created":"2025-12-01","cited_by_count":6,"area":"mllm"},{"id":"2505.19498","title":"Enhancing Visual Reliance in Text Generation: A Bayesian Perspective on Mitigating Hallucination in Large Vision-Language Models","created":"2025-05-26","cited_by_count":5,"area":"mllm"},{"id":"2412.15739","title":"VORD: Visual Ordinal Calibration for Mitigating Object Hallucinations in Large Vision-Language Models","created":"2024-12-20","cited_by_count":4,"area":"mllm"},{"id":"2601.00659","title":"CRoPS: A Training-Free Hallucination Mitigation Framework for Vision-Language Models","created":"2026-01-02","cited_by_count":4,"area":"mllm"},{"id":"2602.22144","title":"NoLan: Mitigating Object Hallucinations in Large Vision-Language Models via Dynamic Suppression of Language Priors","created":"2026-02-25","cited_by_count":3,"area":"mllm"},{"id":"2406.13898","title":"The Use of Multimodal Large Language Models to Detect Objects from Thermal Images: Transportation Applications","created":"2024-06-20","cited_by_count":2,"area":"mllm"},{"id":"2508.03177","title":"SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision","created":"2025-08-05","cited_by_count":2,"area":"mllm"},{"id":"2411.07871","title":"Leveraging Multimodal Models for Enhanced Neuroimaging Diagnostics in Alzheimer's Disease","created":"2024-11-12","cited_by_count":1,"area":"mllm"},{"id":"2507.15652","title":"Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models","created":"2025-07-21","cited_by_count":0,"area":"mllm"}],"next_cursor":null}