Latest Research in Computer Vision and Pattern Recognition

89 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. RadVLM: a multitask conversational vision-language model for radiology (2 citations)
  2. Artificial intelligence and laboratory biomarkers in veterinary medicine: an update about machine learning applications
  3. Compliance for Free: Learning Identifiable Impedance via Bilateral Teleoperation
  4. Learning How Much, Not Just What: Cross-Patient Burden Order for CT Vision-Language Pretraining
  5. Semantically Calibrated Evidence Composition for CT Vision-Language Learning
  6. Graph-Supervised Hierarchical Clinical Alignment for Radiology Report Generation with Large Language Models
  7. Hyperbolic Graph Representation Learning for Differential Diagnosis on Biomedical Knowledge Graphs
  8. A visual large language foundational model for medical image recognition using clinician-contributed online resources
  9. Prevalence and Correlates of Joint Pain in Chicago Midlife Women With HIV: A Cross-sectional Study
  10. Management of travelers to high altitude with self-reported sulfonamide allergy: experience from a travel clinic in Thailand
  11. BiCLIP: Bidirectional and Consistent Language-Image Processing for Robust Medical Image Segmentation
  12. EasyLens: A Training-Free Plug-and-Play Subtle-Lesion Representation Amplifier for Medical Vision-Language Models
  13. Q-SiT: Teaching LMMs for Image Quality Scoring and Interpreting
  14. Concept-Grounded Reasoning with Prompt-Driven Localization for Interpretable Structured Report Generation
  15. Calibration of electromagnetic shower features in the CMS calorimeter with machine-learning techniques
  16. SynerMedGen: Synergizing Medical Multimodal Understanding with Generation via Task Alignment
  17. Generating Reports or Repeating Templates? Measuring and Mitigating Template Collapse in 3D CT Report Generation
  18. A Unified Vision-Language Model for PSMA PET/CT Report Generation, Visual Question Answering, and Lesion Segmentation
  19. Collision-Aware Humanoid Whole-Body Control under Imperfect Tracking Targets
  20. Two-Stage Mixture-of-LoRA for Multi-Task Medical Vision-Language Learning
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L3 Region - - 2026 Sep Q3

Computer Vision and Pattern Recognition

89 papers

Top Topics (10)

Computer Vision and Pattern Recognition42
Artificial Intelligence7
Robotics4
Injury Epidemiology and Prevention3
Multimodal Machine Learning Applications3
Topic Modeling3
HIV-related health complications and treatments2
Ferroelectric and Negative Capacitance Devices2
Computation and Language2
Nutrition, Genetics, and Disease2

Top Publications (20)

1.RadVLM: a multitask conversational vision-language model for radiology2c2.Artificial intelligence and laboratory biomarkers in veterinary medicine: an update about machine learning applications3.Compliance for Free: Learning Identifiable Impedance via Bilateral Teleoperation4.Learning How Much, Not Just What: Cross-Patient Burden Order for CT Vision-Language Pretraining5.Semantically Calibrated Evidence Composition for CT Vision-Language Learning6.Graph-Supervised Hierarchical Clinical Alignment for Radiology Report Generation with Large Language Models7.Hyperbolic Graph Representation Learning for Differential Diagnosis on Biomedical Knowledge Graphs8.A visual large language foundational model for medical image recognition using clinician-contributed online resources9.Prevalence and Correlates of Joint Pain in Chicago Midlife Women With HIV: A Cross-sectional Study10.Management of travelers to high altitude with self-reported sulfonamide allergy: experience from a travel clinic in Thailand11.BiCLIP: Bidirectional and Consistent Language-Image Processing for Robust Medical Image Segmentation12.EasyLens: A Training-Free Plug-and-Play Subtle-Lesion Representation Amplifier for Medical Vision-Language Models13.Q-SiT: Teaching LMMs for Image Quality Scoring and Interpreting14.Concept-Grounded Reasoning with Prompt-Driven Localization for Interpretable Structured Report Generation15.Calibration of electromagnetic shower features in the CMS calorimeter with machine-learning techniques16.SynerMedGen: Synergizing Medical Multimodal Understanding with Generation via Task Alignment17.Generating Reports or Repeating Templates? Measuring and Mitigating Template Collapse in 3D CT Report Generation18.A Unified Vision-Language Model for PSMA PET/CT Report Generation, Visual Question Answering, and Lesion Segmentation19.Collision-Aware Humanoid Whole-Body Control under Imperfect Tracking Targets20.Two-Stage Mixture-of-LoRA for Multi-Task Medical Vision-Language Learning
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