Cover Image

U-VLM: Hierarchical Vision Language Modeling for Report Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shi, Pengcheng, Zhang, Minghui, Song, Kehan, Liu, Jiaqi, Gu, Yun, Zhang, Xinglin
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Medal S: Spatio-Textual Prompt Model for Medical Segmentation
by: Shi, Pengcheng, et al.
Published: (2025)

IIR-VLM: In-Context Instance-level Recognition for Large Vision-Language Models
by: Shi, Liang, et al.
Published: (2026)

VLM-Loc: Localization in Point Cloud Maps via Vision-Language Models
by: Kang, Shuhao, et al.
Published: (2026)

DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models
by: Tian, Xiaoyu, et al.
Published: (2024)

HieroAction: Hierarchically Guided VLM for Fine-Grained Action Analysis
by: Wu, Junhao, et al.
Published: (2025)

Hierarchical Semantic Learning for Multi-Class Aorta Segmentation
by: Shi, Pengcheng
Published: (2025)

PolarVLM: Bridging the Semantic-Physical Gap in Vision-Language Models
by: Li, Yuliang, et al.
Published: (2026)

FloorplanVLM: A Vision-Language Model for Floorplan Vectorization
by: Liu, Yuanqing, et al.
Published: (2026)

ScVLM: Enhancing Vision-Language Model for Safety-Critical Event Understanding
by: Shi, Liang, et al.
Published: (2024)

LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models
by: Sun, Fan-Yun, et al.
Published: (2024)

TubeMLLM: A Foundation Model for Topology Knowledge Exploration in Vessel-like Anatomy
by: Liu, Yaoyu, et al.
Published: (2026)

VLM4VLA: Revisiting Vision-Language-Models in Vision-Language-Action Models
by: Zhang, Jianke, et al.
Published: (2026)

SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference
by: Zhang, Yuan, et al.
Published: (2024)

Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey
by: Shao, Rui, et al.
Published: (2025)

RelationVLM: Making Large Vision-Language Models Understand Visual Relations
by: Huang, Zhipeng, et al.
Published: (2024)

GeoWorld-VLM: Geometry from World Models for Vision-Language Models
by: Gu, Renjie, et al.
Published: (2026)

VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Annotation-Free Pathological Image Classification
by: Zhong, Lanfeng, et al.
Published: (2024)

TopoVST: Toward Topology-fidelitous Vessel Skeleton Tracking
by: Liu, Yaoyu, et al.
Published: (2026)

HOG-Layout: Hierarchical 3D Scene Generation, Optimization and Editing via Vision-Language Models
by: Jiang, Haiyan, et al.
Published: (2026)

Slot-VLM: SlowFast Slots for Video-Language Modeling
by: Xu, Jiaqi, et al.
Published: (2024)

TrojVLM: Backdoor Attack Against Vision Language Models
by: Lyu, Weimin, et al.
Published: (2024)

GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial Tasks
by: Danish, Muhammad Sohail, et al.
Published: (2024)

SpaceVLM: Sub-Space Modeling of Negation in Vision-Language Models
by: Ranjbar, Sepehr Kazemi, et al.
Published: (2025)

WalkVLM:Aid Visually Impaired People Walking by Vision Language Model
by: Yuan, Zhiqiang, et al.
Published: (2024)

SceneGraphVLM: Dynamic Scene Graph Generation from Video with Vision-Language Models
by: Makarov, Vladislav, et al.
Published: (2026)

Vision Transformers with Hierarchical Attention
by: Liu, Yun, et al.
Published: (2021)

Q-VLM: Post-training Quantization for Large Vision-Language Models
by: Wang, Changyuan, et al.
Published: (2024)

BackdoorVLM: A Benchmark for Backdoor Attacks on Vision-Language Models
by: Li, Juncheng, et al.
Published: (2025)

Distribution-Based Masked Medical Vision-Language Model Using Structured Reports
by: Gowda, Shreyank N, et al.
Published: (2025)

dVLM-AD: Enhance Diffusion Vision-Language-Model for Driving via Controllable Reasoning
by: Ma, Yingzi, et al.
Published: (2025)

Bi-VLM: Pushing Ultra-Low Precision Post-Training Quantization Boundaries in Vision-Language Models
by: Wang, Xijun, et al.
Published: (2025)

TagaVLM: Topology-Aware Global Action Reasoning for Vision-Language Navigation
by: Liu, Jiaxing, et al.
Published: (2026)

CogVLM2: Visual Language Models for Image and Video Understanding
by: Hong, Wenyi, et al.
Published: (2024)

VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
by: Shen, Haozhan, et al.
Published: (2025)

Hierarchical Process Reward Models are Symbolic Vision Learners
by: Zhang, Shan, et al.
Published: (2025)

HybridToken-VLM: Hybrid Token Compression for Vision-Language Models
by: Zhang, Jusheng, et al.
Published: (2025)

SpecVLM: Fast Speculative Decoding in Vision-Language Models
by: Huang, Haiduo, et al.
Published: (2025)

SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language Models
by: Liu, Zheng, et al.
Published: (2024)

RE-VLM: Event-Augmented Vision-Language Model for Scene Understanding
by: Liu, Hanqing, et al.
Published: (2026)

MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices
by: Chu, Xiangxiang, et al.
Published: (2023)