Copertina

GeoFocus: Blending Efficient Global-to-Local Perception for Multimodal Geometry Problem-Solving

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Deng, Linger, Liu, Yuliang, Yu, Wenwen, Zhang, Zujia, Ju, Jianzhong, Luo, Zhenbo, Bai, Xiang
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously
di: Guan, Yiran, et al.
Pubblicazione: (2026)

DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding
di: Yu, Wenwen, et al.
Pubblicazione: (2025)

Progressive Evolution from Single-Point to Polygon for Scene Text
di: Deng, Linger, et al.
Pubblicazione: (2023)

Cook and Clean Together: Teaching Embodied Agents for Parallel Task Execution
di: Liang, Dingkang, et al.
Pubblicazione: (2025)

ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
di: Guan, Yiran, et al.
Pubblicazione: (2026)

Theorem-Validated Reverse Chain-of-Thought Problem Generation for Geometric Reasoning
di: Deng, Linger, et al.
Pubblicazione: (2024)

Federated Joint Learning for Domain and Class Generalization
di: Xu, Haoran, et al.
Pubblicazione: (2026)

Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle
di: Zhu, Linghao, et al.
Pubblicazione: (2025)

LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region Assistance
di: Li, Zhang, et al.
Pubblicazione: (2025)

Video-OPD: Efficient Post-Training of Multimodal Large Language Models for Temporal Video Grounding via On-Policy Distillation
di: Li, Jiaze, et al.
Pubblicazione: (2026)

Think-Clip-Sample: Slow-Fast Frame Selection for Video Understanding
di: Tan, Wenhui, et al.
Pubblicazione: (2026)

MSJoE: Jointly Evolving MLLM and Sampler for Efficient Long-Form Video Understanding
di: Tan, Wenhui, et al.
Pubblicazione: (2026)

VimTS: A Unified Video and Image Text Spotter for Enhancing the Cross-domain Generalization
di: Liu, Yuliang, et al.
Pubblicazione: (2024)

TimeViper: A Hybrid Mamba-Transformer Vision-Language Model for Efficient Long Video Understanding
di: Xu, Boshen, et al.
Pubblicazione: (2025)

LatexBlend: Scaling Multi-concept Customized Generation with Latent Textual Blending
di: Jin, Jian, et al.
Pubblicazione: (2025)

REVISOR: Beyond Textual Reflection, Towards Multimodal Introspective Reasoning in Long-Form Video Understanding
di: Li, Jiaze, et al.
Pubblicazione: (2025)

OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models
di: Yu, Wenwen, et al.
Pubblicazione: (2025)

OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models
di: Liu, Yuliang, et al.
Pubblicazione: (2023)

Towards Geometry Problem Solving in the Large Model Era: A Survey
di: Zhao, Yurui, et al.
Pubblicazione: (2025)

Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning
di: Xu, Shihao, et al.
Pubblicazione: (2024)

GeoBench: Rethinking Multimodal Geometric Problem-Solving via Hierarchical Evaluation
di: Feng, Yuan, et al.
Pubblicazione: (2025)

Visual Para-Thinker: Divide-and-Conquer Reasoning for Visual Comprehension
di: Xu, Haoran, et al.
Pubblicazione: (2026)

Focus-Scan-Refine: From Human Visual Perception to Efficient Visual Token Pruning
di: Tong, Enwei, et al.
Pubblicazione: (2026)

LatentUMM: Dual Latent Alignment for Unified Multimodal Models
di: Luo, Yinyi, et al.
Pubblicazione: (2026)

GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models
di: Sharma, Aditya, et al.
Pubblicazione: (2024)

LLaVA-SG: Leveraging Scene Graphs as Visual Semantic Expression in Vision-Language Models
di: Wang, Jingyi, et al.
Pubblicazione: (2024)

Sonic: Shifting Focus to Global Audio Perception in Portrait Animation
di: Ji, Xiaozhong, et al.
Pubblicazione: (2024)

OmniParser: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition
di: Wan, Jianqiang, et al.
Pubblicazione: (2024)

A Survey of Deep Learning for Geometry Problem Solving
di: Ma, Jianzhe, et al.
Pubblicazione: (2025)

Progressive Retinal Image Registration via Global and Local Deformable Transformations
di: Liu, Yepeng, et al.
Pubblicazione: (2024)

Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey
di: Cho, Seunghyuk, et al.
Pubblicazione: (2025)

Toward Real Text Manipulation Detection: New Dataset and New Solution
di: Luo, Dongliang, et al.
Pubblicazione: (2023)

TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document
di: Liu, Yuliang, et al.
Pubblicazione: (2024)

GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models
di: Zhang, Zhanwei, et al.
Pubblicazione: (2025)

GeoTikzBridge: Advancing Multimodal Code Generation for Geometric Perception and Reasoning
di: Sun, Jiayin, et al.
Pubblicazione: (2026)

PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling
di: Xie, Xudong, et al.
Pubblicazione: (2024)

Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks
di: Cai, Yuliang, et al.
Pubblicazione: (2024)

Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information
di: Zhao, Junbo, et al.
Pubblicazione: (2025)

EffiPerception: an Efficient Framework for Various Perception Tasks
di: Xiang, Xinhao, et al.
Pubblicazione: (2024)

SchröMind: Mitigating Hallucinations in Multimodal Large Language Models via Solving the Schrödinger Bridge Problem
di: Shi, Ziqiang, et al.
Pubblicazione: (2026)