{"total":13,"rows":[{"id":"2501.11561","title":"Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution","created":"2025-01-20","cited_by_count":141,"area":"mllm"},{"id":"2405.19298","title":"Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare","created":"2024-05-29","cited_by_count":66,"area":"mllm"},{"id":"2303.14302","title":"VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining","created":"2023-03-24","cited_by_count":65,"area":"mllm"},{"id":"2403.10854","title":"A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment","created":"2024-03-16","cited_by_count":43,"area":"mllm"},{"id":"2408.14008","title":"LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models","created":"2024-08-26","cited_by_count":28,"area":"mllm"},{"id":"2403.12806","title":"VisualCritic: Making LMMs Perceive Visual Quality Like Humans","created":"2024-03-19","cited_by_count":13,"area":"mllm"},{"id":"2406.01069","title":"UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment","created":"2024-06-03","cited_by_count":13,"area":"mllm"},{"id":"2411.10161","title":"SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning","created":"2024-11-15","cited_by_count":13,"area":"mllm"},{"id":"2411.17237","title":"Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment","created":"2024-11-26","cited_by_count":12,"area":"mllm"},{"id":"2409.05381","title":"Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models","created":"2024-09-09","cited_by_count":4,"area":"mllm"},{"id":"2503.20673","title":"Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy","created":"2025-03-26","cited_by_count":1,"area":"mllm"},{"id":"2509.09190","title":"VQualA 2025 Challenge on Visual Quality Comparison for Large Multimodal Models: Methods and Results","created":"2025-09-11","cited_by_count":0,"area":"mllm"},{"id":"2609.37576","title":"Evaluating the Evaluators: Diagnosing Large Multimodal Models for AI-Generated Image Assessment","created":"2026-09-29","cited_by_count":0,"area":"mllm"}],"next_cursor":null}