Latest Research in Computer Vision and Pattern Recognition

Top Research Topics in Computer Vision and Pattern Recognition

• Computation and Language — 25 papers
• Artificial Intelligence — 19 papers
• Computer Vision and Pattern Recognition — 13 papers
• Information Retrieval — 3 papers
• Robotics — 2 papers
• Machine Learning — 2 papers
• Neurobiology of Language and Bilingualism — 1 papers
• Multimodal Machine Learning Applications — 1 papers
• Multisensory perception and integration — 1 papers
• Computational Engineering, Finance, and Science — 1 papers

Highest-Cited Papers

1. Search-to-World: Evaluation of 3D World Delivery from User Request through Web Search
2. Clueing up LLMs with Tool-Augmented Deductive Reasoning
3. When Faster VLA Deployment Changes Closed-Loop Behavior: Task Success-Latency Analysis of SmolVLA Across PyTorch and ONNX Variants
4. What Do Hallucinations Reveal About Multimodal Reasoning? Diagnosing Visual Grounding Failures via Contrastive Decoding Probes
5. Counterfactual Reasoning for Robust Visual Question Answering
6. Layers, Sinks, and Scaling: Adaptive Evidence Selection for Multimodal Large Language Models
7. Semantic-Spatial Agreement Verification for Mitigating Object Hallucination in Multimodal Large Language Models
8. VisInteract: Towards Dynamic Interactive Text-to-Visualization under Imperfect Queries
9. Spatial Reasoning via Modality Switching Between Language and Symbolic Representations
10. Understanding the Effects of Distractors on Reasoning Vision-Language Models
11. Learning Steerable Clarification Policies with Collaborative Self-play
12. A Cohort-Level Floor with Limits to Fixed-Detector Transfer: A Pre-Registered Study of Calibrated Early-Response Geometry for Input-Label Discrimination Across Ten Language Models, with a Registered Six-Task Extension
13. LifeMem: Enabling Lifelong Experience Reuse for LLM Agents
14. KuaiRP Series Role-playing Models Technical Report
15. SocialRL: Refining LLMs' Social Intelligence through Multi-turn Reinforcement Learning and Reward Design
16. Beyond Surface Imitation: Contrastive Modeling for Reasoning Path Alignment in Multimodal In-Context Learning
17. SRPO: Setwise Relative Policy Optimization for Multi-Agent LLMs
18. Evolution of Multimodal Question Answering: From Modality-Adaptive Extraction to Unified Language Representation
19. DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems
20. Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval