{"total":25,"rows":[{"id":"2312.02433","title":"Lenna: Language Enhanced Reasoning Detection Assistant","created":"2023-12-05","cited_by_count":29,"area":"lr"},{"id":"2509.25373","title":"From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models","created":"2025-09-29","cited_by_count":26,"area":"lr"},{"id":"2509.25916","title":"VLM-FO1: Bridging the Gap Between High-Level Reasoning and Fine-Grained Perception in VLMs","created":"2025-09-30","cited_by_count":13,"area":"lr"},{"id":"2508.04418","title":"Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation","created":"2025-08-06","cited_by_count":7,"area":"lr"},{"id":"2505.24025","title":"DINO-R1: Incentivizing Reasoning Capability in Vision Foundation Models","created":"2025-05-29","cited_by_count":6,"area":"lr"},{"id":"2505.21962","title":"A2Seek: Towards Reasoning-Centric Benchmark for Aerial Anomaly Understanding","created":"2025-05-28","cited_by_count":5,"area":"lr"},{"id":"2512.18211","title":"LLaViDA: A Large Language Vision Driving Assistant for Explicit Reasoning and Enhanced Trajectory Planning","created":"2025-12-20","cited_by_count":5,"area":"lr"},{"id":"2502.05843","title":"From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning","created":"2025-02-09","cited_by_count":3,"area":"lr"},{"id":"2411.10252","title":"Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning","created":"2024-11-15","cited_by_count":2,"area":"lr"},{"id":"2509.14142","title":"MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook","created":"2025-09-17","cited_by_count":1,"area":"lr"},{"id":"2512.06663","title":"CoT4Det: A Chain-of-Thought Framework for Perception-Oriented Vision-Language Tasks","created":"2025-12-07","cited_by_count":1,"area":"lr"},{"id":"2605.24687","title":"HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing","created":"2026-05-23","cited_by_count":1,"area":"lr"},{"id":"2606.22158","title":"Improving Reasoning in Vision-Language Models via Perception Verified Self-Training","created":"2026-06-20","cited_by_count":1,"area":"lr"},{"id":"2607.16492","title":"WeedExpert-R1: Incentivizing Botanical Reasoning in MLLMs with Reinforcement Learning for Precision Weed Grounding","created":"2026-07-17","cited_by_count":1,"area":"lr"},{"id":"2403.02581","title":"VEglue: Testing Visual Entailment Systems via Object-Aligned Joint Erasing","created":"2024-03-05","cited_by_count":0,"area":"lr"},{"id":"2509.21922","title":"Spatial Reasoning in Foundation Models: Benchmarking Object-Centric Spatial Understanding","created":"2025-09-26","cited_by_count":0,"area":"lr"},{"id":"2601.19640","title":"Focus on What Really Matters in Low-Altitude Governance: A Management-Centric Multi-Modal Benchmark with Implicitly Coordinated Vision-Language Reasoning Framework","created":"2026-01-27","cited_by_count":0,"area":"lr"},{"id":"2601.21164","title":"Concise Geometric Description as a Bridge: Unleashing the Potential of LLM for Plane Geometry Problem Solving","created":"2026-01-29","cited_by_count":0,"area":"lr"},{"id":"2601.22231","title":"Geometry without Position? When Positional Embeddings Help and Hurt Spatial Reasoning","created":"2026-01-29","cited_by_count":0,"area":"lr"},{"id":"2604.05649","title":"Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis","created":"2026-04-07","cited_by_count":0,"area":"lr"},{"id":"2604.10436","title":"SignReasoner: Compositional Reasoning for Complex Traffic Sign Understanding via Functional Structure Units","created":"2026-04-12","cited_by_count":0,"area":"lr"},{"id":"2605.31174","title":"Detect in Any Scene: An Agentic Framework for Object Detection with Experience-Aware Reasoning","created":"2026-05-29","cited_by_count":0,"area":"lr"},{"id":"2606.26794","title":"ReasonCLIP-58M: Visually Grounded Commonsense Reasoning Supervision for CLIP","created":"2026-06-25","cited_by_count":0,"area":"lr"},{"id":"2608.11150","title":"CausalSplat: Towards Comprehensive Hierarchical Reasoning in 3D Gaussian Splatting","created":"2026-08-11","cited_by_count":0,"area":"lr"},{"id":"2610.18161","title":"Benchmarking Multimodal Large Language Models for Zero-Shot Human-Object Interaction","created":"2026-10-13","cited_by_count":0,"area":"lr"}],"next_cursor":null}