Cover Image

Variational Visual Question Answering for Uncertainty-Aware Selective Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wieczorek, Tobias Jan, Daun, Nathalie, Khan, Mohammad Emtiyaz, Rohrbach, Marcus
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring
by: Rodriguez, Hector G., et al.
Published: (2026)

Evaluating the Impact of Post-Training Quantization on Reliable VQA with Multimodal LLMs
by: Kurz, Paul Jonas, et al.
Published: (2026)

CLARIFY: A Specialist-Generalist Framework for Accurate and Lightweight Dermatological Visual Question Answering
by: Saha, Aranya, et al.
Published: (2025)

Learning Question-Aware Keyframe Selection with Synthetic Supervision for Video Question Answering
by: Kwon, Minchan, et al.
Published: (2026)

Location-Aware Pretraining for Medical Difference Visual Question Answering
by: Musinguzi, Denis, et al.
Published: (2026)

Privacy-Aware Document Visual Question Answering
by: Tito, Rubèn, et al.
Published: (2023)

VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking
by: Rothermel, Mark, et al.
Published: (2026)

PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery
by: He, Runlong, et al.
Published: (2025)

CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering
by: Cai, Yuliang, et al.
Published: (2024)

MaS-VQA: A Mask-and-Select Framework for Knowledge-Based Visual Question Answering
by: Mao, Xianwei, et al.
Published: (2026)

VoQA: Visual-only Question Answering
by: An, Jianing, et al.
Published: (2025)

Object Attribute Matters in Visual Question Answering
by: Li, Peize, et al.
Published: (2023)

Uncertainty-Guided Self-Questioning and Answering for Video-Language Alignment
by: Chen, Jin, et al.
Published: (2024)

Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering
by: Ahir, Param, et al.
Published: (2023)

Boosting Audio Visual Question Answering via Key Semantic-Aware Cues
by: Li, Guangyao, et al.
Published: (2024)

LingoQA: Visual Question Answering for Autonomous Driving
by: Marcu, Ana-Maria, et al.
Published: (2023)

Saliency Guided Longitudinal Medical Visual Question Answering
by: Wu, Jialin, et al.
Published: (2025)

Multi-Sourced Compositional Generalization in Visual Question Answering
by: Li, Chuanhao, et al.
Published: (2025)

Free Form Medical Visual Question Answering in Radiology
by: Narayanan, Abhishek, et al.
Published: (2024)

Enhancing Visual Question Answering through Question-Driven Image Captions as Prompts
by: Özdemir, Övgü, et al.
Published: (2024)

TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering
by: Rajkhowa, Tonmoy, et al.
Published: (2024)

Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering
by: Marouf, Imad Eddine, et al.
Published: (2025)

MedLVR: Latent Visual Reasoning for Reliable Medical Visual Question Answering
by: Xi, Suyang, et al.
Published: (2026)

Fine-Grained Knowledge Structuring and Retrieval for Visual Question Answering
by: Zhang, Zhengxuan, et al.
Published: (2025)

Wasserstein Equilibrium Decoding for Reliable Medical Visual Question Answering
by: Hagen, Luca, et al.
Published: (2026)

VQA$^2$: Visual Question Answering for Video Quality Assessment
by: Jia, Ziheng, et al.
Published: (2024)

Hallucination Benchmark in Medical Visual Question Answering
by: Wu, Jinge, et al.
Published: (2024)

QA-Dragon: Query-Aware Dynamic RAG System for Knowledge-Intensive Visual Question Answering
by: Jiang, Zhuohang, et al.
Published: (2025)

CoGR-MoE: Concept-Guided Expert Routing with Consistent Selection and Flexible Reasoning for Visual Question Answering
by: Zeng, Xiyin, et al.
Published: (2026)

Explicit Abstention Knobs for Predictable Reliability in Video Question Answering
by: Ortiz, Jorge
Published: (2025)

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering
by: Choi, Changin, et al.
Published: (2025)

Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion
by: Zhang, Junkai, et al.
Published: (2025)

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring
by: Vu, Sinh Trong, et al.
Published: (2025)

Thought-For-Food: Reasoning Chain Induced Food Visual Question Answering
by: Jain, Riddhi, et al.
Published: (2025)

Adapting Lightweight Vision Language Models for Radiological Visual Question Answering
by: Shourya, Aditya, et al.
Published: (2025)

Pyramid Coder: Hierarchical Code Generator for Compositional Visual Question Answering
by: Shen, Ruoyue, et al.
Published: (2024)

IIU: Independent Inference Units for Knowledge-based Visual Question Answering
by: Li, Yili, et al.
Published: (2024)

VOILA: Value-of-Information Guided Fidelity Selection for Cost-Aware Multimodal Question Answering
by: Bhope, Rahul Atul, et al.
Published: (2026)

HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering
by: Ben-Ami, Dan, et al.
Published: (2026)

Detecting and Understanding Hateful Contents in Memes Through Captioning and Visual Question-Answering
by: Anaissi, Ali, et al.
Published: (2025)