Latest Research in Computer Vision and Pattern Recognition
17 research papers · 2026 median publication year
Top Research Topics in Computer Vision and Pattern Recognition
- Computer Vision and Pattern Recognition — 8 papers
- Artificial Intelligence — 4 papers
- Dental Health and Care Utilization — 1 papers
- Machine Learning — 1 papers
- Memory and Neural Mechanisms — 1 papers
- Multimodal Machine Learning Applications — 1 papers
- Systems and Control — 1 papers
Highest-Cited Papers
- Counterfactual Anatomy-guided Spatial-Temporal Decoding for Annotation-Free Hallucination Mitigation in Medical VLMs
- High-need dental deserts in England: a national spatial analysis of NHS access and deprivation
- Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence
- Linguistically-Aligned and Visually-Grounded Preference Optimization for Clinically-Augmented Medical Report Generation
- EliSeg: Verified Target Construction for Report-Grounded Abnormality Segmentation
- MedPixel: A Unified Pixel-Language Model for Medical Reasoning and Segmentation
- Beyond Fluency: A Clinical Benchmark and Anomaly-Enhanced Baseline for Spine MRI Report Generation
- HERO: Hierarchical Evidential Reasoning Optimization for Radiology Report Generation via Reason-then-Summarize
- Slot2Text: Object-Centric Visual Tokenization for Efficient and Spatially Traceable Surgical MLLMs
- LoMeVQA: A Comprehensive Benchmark for Longitudinal Medical VQA
- PathView-Bench: Can Multimodal Large Language Models Achieve Fine-grained Multiscale Understanding of Pathology Images?
- A report-grounded vision-language foundation model for colonoscopy from 280000 routine reports
- Thermodynamic Constraints on the Self-Consciousness Architecture: Integrating Damasian Selfhood with Metabolic Correlates of Conscious States
- Diagnostic Report Generation via a ProActive Multimodal Agentic System
- Medical-Checklist: Assessing the Comprehension of Medical Images by Multimodal Models
- Safety and Security: Experimental Validation of Encrypted Model Predictive Control
- CLARK: Closed-loop Learning for Adaptive Reasoning over Knowledge Graphs