Cover Image

VideoHEDGE: Entropy-Based Hallucination Detection for Video-VLMs via Semantic Clustering and Spatiotemporal Perturbations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gautam, Sushant, Midoglu, Cise, Thambawita, Vajira, Riegler, Michael A., Halvorsen, Pål
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence 68T45, 68T07 I.2.7; I.4.8; H.3.4
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

SoccerChat: Integrating Multimodal Data for Enhanced Soccer Game Understanding
by: Gautam, Sushant, et al.
Published: (2025)

Medico 2025: Visual Question Answering for Gastrointestinal Imaging
by: Gautam, Sushant, et al.
Published: (2025)

TRACES: Temporal Recall with Contextual Embeddings for Real-Time Video Anomaly Detection
by: Siddiqui, Yousuf Ahmed, et al.
Published: (2025)

The Impact of Image Resolution on Face Detection: A Comparative Analysis of MTCNN, YOLOv XI and YOLOv XII models
by: Ömercikoğlu, Ahmet Can, et al.
Published: (2025)

CADE 2.5 - ZeResFDG: Frequency-Decoupled, Rescaled and Zero-Projected Guidance for SD/SDXL Latent Diffusion Models
by: Rychkovskiy, Denis
Published: (2025)

Beyond RGB: Leveraging Vision Transformers for Thermal Weapon Segmentation
by: Kambhatla, Akhila, et al.
Published: (2025)

Rethinking Visual Intelligence: Insights from Video Pretraining
by: Acuaviva, Pablo, et al.
Published: (2025)

BG-YOLO: A Bidirectional-Guided Method for Underwater Object Detection
by: Zhang, Jian, et al.
Published: (2024)

A deep learning approach to track eye movements based on events
by: Seth, Chirag, et al.
Published: (2025)

Transforming faces into video stories -- VideoFace2.0
by: Brkljač, Branko, et al.
Published: (2025)

Fairness Without Labels: Pseudo-Balancing for Bias Mitigation in Face Gender Classification
by: Dong, Haohua, et al.
Published: (2025)

AVATAAR: Agentic Video Answering via Temporal Adaptive Alignment and Reasoning
by: Patel, Urjitkumar, et al.
Published: (2025)

Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models
by: Chaichuk, Mikhail, et al.
Published: (2025)

Explaining What Machines See: XAI Strategies in Deep Object Detection Models
by: Seyedmomeni, FatemehSadat, et al.
Published: (2025)

Feature Based Methods in Domain Adaptation for Object Detection: A Review Paper
by: Mohamadi, Helia, et al.
Published: (2024)

A Novel Compression Framework for YOLOv8: Achieving Real-Time Aerial Object Detection on Edge Devices via Structured Pruning and Channel-Wise Distillation
by: Sabaghian, Melika, et al.
Published: (2025)

Architectural Insights into Knowledge Distillation for Object Detection: A Comprehensive Review
by: Golizadeh, Mahdi, et al.
Published: (2025)

Enhancing Small Object Detection with YOLO: A Novel Framework for Improved Accuracy and Efficiency
by: Moghadami, Mahila, et al.
Published: (2025)

Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis
by: Korolkov, Vasilii
Published: (2025)

QSilk: Micrograin Stabilization and Adaptive Quantile Clipping for Detail-Friendly Latent Diffusion
by: Rychkovskiy, Denis
Published: (2025)

Polarization-Based Eye Tracking with Personalized Siamese Architectures
by: Kalkanli, Beyza, et al.
Published: (2026)

Sat-JEPA-Diff: Bridging Self-Supervised Learning and Generative Diffusion for Remote Sensing
by: Komurcu, Kursat, et al.
Published: (2026)

RailSafeNet: Visual Scene Understanding for Tram Safety
by: Valach, Ondřej, et al.
Published: (2025)

μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation
by: Bruno, Pierangela, et al.
Published: (2024)

YOLO Ensemble for UAV-based Multispectral Defect Detection in Wind Turbine Components
by: Svystun, Serhii, et al.
Published: (2025)

Archival Faces: Detection of Faces in Digitized Historical Documents
by: Vaško, Marek, et al.
Published: (2025)

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

AQFusionNet: Multimodal Deep Learning for Air Quality Index Prediction with Imagery and Sensor Data
by: Kushal, Koushik Ahmed, et al.
Published: (2025)

ARTPS: Depth-Enhanced Hybrid Anomaly Detection and Learnable Curiosity Score for Autonomous Rover Target Prioritization
by: Baydemir, Poyraz
Published: (2025)

ROI-GS: Interest-based Local Quality 3D Gaussian Splatting
by: Bui, Quoc-Anh, et al.
Published: (2025)

ROI-NeRFs: Hi-Fi Visualization of Objects of Interest within a Scene by NeRFs Composition
by: Bui, Quoc-Anh, et al.
Published: (2025)

Dense Video Understanding with Gated Residual Tokenization
by: Zhang, Haichao, et al.
Published: (2025)

Unlocking UML Class Diagram Understanding in Vision Language Models
by: Naboichenko, Artem, et al.
Published: (2026)

Attention Gathers, MLPs Compose: A Causal Analysis of an Action-Outcome Circuit in VideoViT
by: Chereddy, Sai V R
Published: (2026)

Image-based Facial Rig Inversion
by: Yang, Tianxiang, et al.
Published: (2025)

EventFlow: Real-Time Neuromorphic Event-Driven Classification of Two-Phase Boiling Flow Regimes
by: Chang, Sanghyeon, et al.
Published: (2025)

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

Adversarial Patch Attacks on Vision-Based Cargo Occupancy Estimation via Differentiable 3D Simulation
by: Hedna, Mohamed Rissal, et al.
Published: (2025)