Cover Image

TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yan, Zehong, Qi, Peng, Hsu, Wynne, Lee, Mong Li
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection
by: Qi, Peng, et al.
Published: (2024)

Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection
by: Yan, Zehong, et al.
Published: (2025)

LEAF-Mamba: Local Emphatic and Adaptive Fusion State Space Model for RGB-D Salient Object Detection
by: Wu, Lanhu, et al.
Published: (2025)

Latent Reconstruction from Generated Data for Multimodal Misinformation Detection
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2025)

Harmfully Manipulated Images Matter in Multimodal Misinformation Detection
by: Wang, Bing, et al.
Published: (2024)

Consistent and Invariant Generalization Learning for Short-video Misinformation Detection
by: Guo, Hanghui, et al.
Published: (2025)

"Humor, Art, or Misinformation?": A Multimodal Dataset for Intent-Aware Synthetic Image Detection
by: Skoularikis, Anastasios, et al.
Published: (2025)

FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models
by: Li, Yixuan, et al.
Published: (2024)

CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection
by: Li, Fanxiao, et al.
Published: (2025)

Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective
by: Wang, Bing, et al.
Published: (2025)

Towards Robust and Realible Multimodal Misinformation Recognition with Incomplete Modality
by: Zhou, Hengyang, et al.
Published: (2025)

PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology
by: Sun, Yuxuan, et al.
Published: (2023)

TraveLLaMA: A Multimodal Travel Assistant with Large-Scale Dataset and Structured Reasoning
by: Chu, Meng, et al.
Published: (2025)

Official-NV: An LLM-Generated News Video Dataset for Multimodal Fake News Detection
by: Wang, Yihao, et al.
Published: (2024)

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs
by: Zhang, Zijian, et al.
Published: (2025)

Enhancing Fake News Video Detection via LLM-Driven Creative Process Simulation
by: Bu, Yuyan, et al.
Published: (2025)

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation
by: Chen, Yanzhe, et al.
Published: (2025)

Multimodal Fake News Video Explanation: Dataset, Analysis and Evaluation
by: Chen, Lizhi, et al.
Published: (2025)

Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models
by: Liu, Yang, et al.
Published: (2023)

FakingRecipe: Detecting Fake News on Short Video Platforms from the Perspective of Creative Process
by: Bu, Yuyan, et al.
Published: (2024)

MISS: Memory-efficient Instance Segmentation Framework By Visual Inductive Priors Flow Propagation
by: Hsu, Chih-Chung, et al.
Published: (2024)

FMNV: A Dataset of Media-Published News Videos for Fake News Detection
by: Wang, Yihao, et al.
Published: (2025)

MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces
by: E, Shaojun, et al.
Published: (2025)

Enrich and Detect: Video Temporal Grounding with Multimodal LLMs
by: Pramanick, Shraman, et al.
Published: (2025)

Proxy-Tuning: Tailoring Multimodal Autoregressive Models for Subject-Driven Image Generation
by: Wu, Yi, et al.
Published: (2025)

Hierarchical Refinement of Universal Multimodal Attacks on Vision-Language Models
by: Zhang, Peng-Fei, et al.
Published: (2026)

MagicAnime: A Hierarchically Annotated, Multimodal and Multitasking Dataset with Benchmarks for Cartoon Animation Generation
by: Xu, Shuolin, et al.
Published: (2025)

BioVL-QR: Egocentric Biochemical Vision-and-Language Dataset Using Micro QR Codes
by: Nishimoto, Tomohiro, et al.
Published: (2024)

Augment Before Copy-Paste: Data and Memory Efficiency-Oriented Instance Segmentation Framework for Sport-scenes
by: Hsu, Chih-Chung, et al.
Published: (2024)

Multi-scale Bottleneck Transformer for Weakly Supervised Multimodal Violence Detection
by: Sun, Shengyang, et al.
Published: (2024)

RED-DOT: Multimodal Fact-checking via Relevant Evidence Detection
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2023)

Referee: Reference-aware Audiovisual Deepfake Detection
by: Boo, Hyemin, et al.
Published: (2025)

Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models
by: He, Xin, et al.
Published: (2024)

ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding
by: Zhang, Zhenxing, et al.
Published: (2024)

Multi-source Multimodal Progressive Domain Adaption for Audio-Visual Deception Detection
by: Lin, Ronghao, et al.
Published: (2025)

Detecting Misinformation in Multimedia Content through Cross-Modal Entity Consistency: A Dual Learning Approach
by: Fu, Zhe, et al.
Published: (2024)

MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models
by: Cheng, Zebang, et al.
Published: (2024)

SpecFLASH: A Latent-Guided Semi-autoregressive Speculative Decoding Framework for Efficient Multimodal Generation
by: Wang, Zihua, et al.
Published: (2025)

Towards Explainable Partial-AIGC Image Quality Assessment
by: Qian, Jiaying, et al.
Published: (2025)

MMSD3.0: A Multi-Image Benchmark for Real-World Multimodal Sarcasm Detection
by: Zhao, Haochen, et al.
Published: (2025)