Latest Research in Computer Vision and Pattern Recognition

16 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. Tangent: An Empirical Study of Testing Practices for LLM-Based Agent Applications
  2. Compiling Large Multi-Modal Requirement Documents into Runnable Software Systems: From an Agentic Test-Driven Perspective
  3. OmniRouting: A Semantic-Coupled Multimodal Benchmark for Constraint-Aware Spatial Reasoning in PCB Routing
  4. Fine-Tuning Small Language Models for Reliable VASP INCAR Generation
  5. Algorithm-driven Development: A Proactive Approach to Improving Software Quality and Reducing Defects
  6. EduPluginBench: Executable Assurance for AI-Generated Educational Plugins
  7. Experiment automation agents: automating materials characterization with vision language model agents
  8. Repository-Aware Metamorphic Relation Generation for Augmented Reality Applications using Large Language Models
  9. Input Relation Prompting for Metamorphic Testing on Query-Based Systems
  10. HydroAgent: Formalizing Forecaster Expertise into Skill-Orchestrated Flood Forecasting Workflows
  11. Is an Apple an Orange? A Large Language Model Benchmark for Candidate Term Extraction and Subclass Decisions Against Upper Ontologies in Engineering and Materials Science
  12. MetaSpace: Metamorphic Testing for Spatial Cognition in Embodied Agents
  13. Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests (1 citations)
  14. A Three-Layer Runtime Constraint Verification Framework with Self-Correction for AI-Generated Parametric CAD Models
  15. The Neutralization Destiny Equation—Maintenance Boundaries of the Carbon-Based Power Grid and the Physical Foundation of Longevity
  16. Automated Hardware Validation Test Plan Generation for Large Scale AI Datacenter Platforms Using a Generative AI Multi-Agents Architecture
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2026 AUG Q2

Computer Vision and Pattern Recognition

16 papers

Top Topics (10)

Software Engineering7
Computer Vision and Pattern Recognition1
Materials Science1
Machine Learning in Materials Science1
Geophysics1
Biomedical Text Mining and Ontologies1
Artificial Intelligence1
Manufacturing Process and Optimization1
Mitochondrial Function and Pathology1
Multiagent Systems1

Top Publications (16)

1.Tangent: An Empirical Study of Testing Practices for LLM-Based Agent Applications2.Compiling Large Multi-Modal Requirement Documents into Runnable Software Systems: From an Agentic Test-Driven Perspective3.OmniRouting: A Semantic-Coupled Multimodal Benchmark for Constraint-Aware Spatial Reasoning in PCB Routing4.Fine-Tuning Small Language Models for Reliable VASP INCAR Generation5.Algorithm-driven Development: A Proactive Approach to Improving Software Quality and Reducing Defects6.EduPluginBench: Executable Assurance for AI-Generated Educational Plugins7.Experiment automation agents: automating materials characterization with vision language model agents8.Repository-Aware Metamorphic Relation Generation for Augmented Reality Applications using Large Language Models9.Input Relation Prompting for Metamorphic Testing on Query-Based Systems10.HydroAgent: Formalizing Forecaster Expertise into Skill-Orchestrated Flood Forecasting Workflows11.Is an Apple an Orange? A Large Language Model Benchmark for Candidate Term Extraction and Subclass Decisions Against Upper Ontologies in Engineering and Materials Science12.MetaSpace: Metamorphic Testing for Spatial Cognition in Embodied Agents13.Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests1c14.A Three-Layer Runtime Constraint Verification Framework with Self-Correction for AI-Generated Parametric CAD Models15.The Neutralization Destiny Equation—Maintenance Boundaries of the Carbon-Based Power Grid and the Physical Foundation of Longevity16.Automated Hardware Validation Test Plan Generation for Large Scale AI Datacenter Platforms Using a Generative AI Multi-Agents Architecture
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