Imagen de Portada

Multimodal AI for Gastrointestinal Diagnostics: Tackling VQA in MEDVQA-GI 2025

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Gaihre, Sujata, Magar, Amir Thapa, Pokharel, Prasuna, Tiwari, Laxmi
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence 68T45 (Machine vision and scene understanding) I.2.10; I.4.8; H.3.1
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

2COOOL: 2nd Workshop on the Challenge Of Out-Of-Label Hazards in Autonomous Driving
por: AlShami, Ali K., et al.
Publicado: (2025)

Attention on the Wires (AttWire): A Foundation Model for Detecting Devices and Catheters in X-ray Fluoroscopic Images
por: Ma, YingLiang, et al.
Publicado: (2025)

Pre-process for segmentation task with nonlinear diffusion filters
por: Sanguino, Javier, et al.
Publicado: (2026)

Splat and Distill: Augmenting Teachers with Feed-Forward 3D Reconstruction For 3D-Aware Distillation
por: Shavin, David, et al.
Publicado: (2026)

CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
por: Raoufi, Behnam, et al.
Publicado: (2025)

Automated urban flood level detection based on flooded bus dataset wading image using YOLOv8
por: QIU, Yanbin
Publicado: (2025)

HEDGE: Hallucination Estimation via Dense Geometric Entropy for VQA with Vision-Language Models
por: Gautam, Sushant, et al.
Publicado: (2025)

Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset
por: Zinnen, Mathias, et al.
Publicado: (2025)

VLM-NCD:Novel Class Discovery with Vision-Based Large Language Models
por: Su, Yuetong, et al.
Publicado: (2025)

VDPP: Video Depth Post-Processing for Speed and Scalability
por: Yoon, Daewon, et al.
Publicado: (2026)

From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation
por: Chen, Jingkun, et al.
Publicado: (2025)

3DreamBooth: High-Fidelity 3D Subject-Driven Video Generation Model
por: Ko, Hyun-kyu, et al.
Publicado: (2026)

Is Single-View Mesh Reconstruction Ready for Robotics?
por: Nolte, Frederik, et al.
Publicado: (2025)

FACT: Multinomial Misalignment Classification for Point Cloud Registration
por: Dillén, Ludvig, et al.
Publicado: (2025)

IMKD: Intensity-Aware Multi-Level Knowledge Distillation for Camera-Radar Fusion
por: Mishra, Shashank, et al.
Publicado: (2025)

TACIT Benchmark: A Programmatic Visual Reasoning Benchmark for Generative and Discriminative Models
por: Medeiros, Daniel Nobrega
Publicado: (2026)

OpenFusion++: An Open-vocabulary Real-time Scene Understanding System
por: Jin, Xiaofeng, et al.
Publicado: (2025)

DSER: Spectral Epipolar Representation for Efficient Light Field Depth Estimation
por: Mohammad, Noor Islam S., et al.
Publicado: (2025)

Hierarchical Spatial Algorithms for High-Resolution Image Quantization and Feature Extraction
por: Mohammad, Noor Islam S.
Publicado: (2025)

CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
por: Foss, Aaron, et al.
Publicado: (2025)

Safe Road-Crossing by Autonomous Wheelchairs: a Novel Dataset and its Experimental Evaluation
por: Grigioni, Carlo, et al.
Publicado: (2024)

Predictive Modeling of Maritime Radar Data Using Transformer Architecture
por: Qesaraku, Bjorna, et al.
Publicado: (2025)

The Uncanny Valley: A Comprehensive Analysis of Diffusion Models
por: Ghanem, Karam, et al.
Publicado: (2024)

Towards a Generalizable Fusion Architecture for Multimodal Object Detection
por: Berjawi, Jad, et al.
Publicado: (2025)

Point, Detect, Count: Multi-Task Medical Image Understanding with Instruction-Tuned Vision-Language Models
por: Gautam, Sushant, et al.
Publicado: (2025)

Semi supervised GAN for smart microscopy, fast and data efficient cell cycle classification
por: Manick, Rajeev, et al.
Publicado: (2026)

Lifelong Learning in Vision-Language Models: Enhanced EWC with Cross-Modal Knowledge Retention
por: Durrani, Hamza Ahmed, et al.
Publicado: (2026)

Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos
por: Zhang, Junbin, et al.
Publicado: (2022)

Beyond RNNs: Benchmarking Attention-Based Image Captioning Models
por: Yanambakkam, Hemanth Teja, et al.
Publicado: (2025)

Do Generative Metrics Predict YOLO Performance? An Evaluation Across Models, Augmentation Ratios, and Dataset Complexity
por: Marian, Vasile, et al.
Publicado: (2026)

VisChainBench: A Benchmark for Multi-Turn, Multi-Image Visual Reasoning Beyond Language Priors
por: Lyu, Wenbo, et al.
Publicado: (2025)

Short-Window Sliding Learning for Real-Time Violence Detection via LLM-based Auto-Labeling
por: Jung, Seoik, et al.
Publicado: (2025)

A Multi-Camera Vision-Based Approach for Fine-Grained Assembly Quality Control
por: Nazeri, Ali, et al.
Publicado: (2025)

From eye to AI: studying rodent social behavior in the era of machine Learning
por: Chindemi, Giuseppe, et al.
Publicado: (2025)

Salient Concept-Aware Generative Data Augmentation
por: Zhao, Tianchen, et al.
Publicado: (2025)

UVLM: A Universal Vision-Language Model Loader for Reproducible Multimodal Benchmarking
por: Perez, Joan, et al.
Publicado: (2026)

RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks
por: Agarwal, Amit, et al.
Publicado: (2025)

Gaussian Splatting: 3D Reconstruction and Novel View Synthesis, a Review
por: Dalal, Anurag, et al.
Publicado: (2024)

Progressive Cross Attention Network for Flood Segmentation using Multispectral Satellite Imagery
por: Feliren, Vicky, et al.
Publicado: (2025)

Can Local Vision-Language Models improve Activity Recognition over Vision Transformers? -- Case Study on Newborn Resuscitation
por: Guerriero, Enrico, et al.
Publicado: (2026)