Imagen de Portada

CAM-VFD: Cross-Attention Multimodal Video Forgery Detection

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Elkhodary, Hoda Osama, Youssef, Sherin Mostafa, Elshenawy, Marwa, Sobhy, Dalia
Formato:	Preprint
Publicado:	2026
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization
por: Zhang, Fanrui, et al.
Publicado: (2024)

Signature Forgery Detection: Improving Cross-Dataset Generalization
por: Parracho, Matheus Ramos
Publicado: (2025)

Video Forgery Detection for Surveillance Cameras: A Review
por: Tayfor, Noor B., et al.
Publicado: (2025)

BENet: A Cross-domain Robust Network for Detecting Face Forgeries via Bias Expansion and Latent-space Attention
por: Liu, Weihua, et al.
Publicado: (2024)

Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
por: Li, Zhengcen, et al.
Publicado: (2026)

Band-Attention Modulated RetNet for Face Forgery Detection
por: Zhang, Zhida, et al.
Publicado: (2024)

FakeRadar: Probing Forgery Outliers to Detect Unknown Deepfake Videos
por: Li, Zhaolun, et al.
Publicado: (2025)

EmoCAM: Toward Understanding What Drives CNN-based Emotion Recognition
por: Doulfoukar, Youssef, et al.
Publicado: (2024)

Diffusion Facial Forgery Detection
por: Cheng, Harry, et al.
Publicado: (2024)

Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention
por: Leem, Saebom, et al.
Publicado: (2024)

Digital Image Forgery Detection Using Transfer Learning
por: Buyuk, Fatma Betul, et al.
Publicado: (2026)

Field-Localized Forgery Detection for Digital Identity Documents
por: Kumar, Abhishek, et al.
Publicado: (2026)

Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection
por: Wang, Yihui, et al.
Publicado: (2026)

FOCA: Frequency-Oriented Cross-Domain Forgery Detection, Localization and Explanation via Multi-Modal Large Language Model
por: Liu, Zhou, et al.
Publicado: (2026)

Enhancing Frequency Forgery Clues for Diffusion-Generated Image Detection
por: Zhang, Daichi, et al.
Publicado: (2025)

Loupe: A Generalizable and Adaptive Framework for Image Forgery Detection
por: Jiang, Yuchu, et al.
Publicado: (2025)

Semantic-Aware Adaptive Visual Memory for Streaming Video Understanding
por: Wu, Hang, et al.
Publicado: (2026)

A Large-scale Universal Evaluation Benchmark For Face Forgery Detection
por: Bei, Yijun, et al.
Publicado: (2024)

Enhancing Deep Learning Model Robustness through Metamorphic Re-Training
por: Togru, Said, et al.
Publicado: (2024)

An Attention Infused Deep Learning System with Grad-CAM Visualization for Early Screening of Glaucoma
por: Swaminathan, Ramanathan
Publicado: (2025)

MCN-CL: Multimodal Cross-Attention Network and Contrastive Learning for Multimodal Emotion Recognition
por: Li, Feng, et al.
Publicado: (2025)

A Dual Cross-Attention Graph Learning Framework For Multimodal MRI-Based Major Depressive Disorder Detection
por: Alotaibi, Nojod M., et al.
Publicado: (2026)

CorrDetail: Visual Detail Enhanced Self-Correction for Face Forgery Detection
por: Zhou, Binjia, et al.
Publicado: (2025)

Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos
por: Fei, Jiajun, et al.
Publicado: (2024)

Artificial intelligence approaches for energy-efficient laser cutting machines
por: Salem, Mohamed Abdallah, et al.
Publicado: (2025)

FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant
por: Huang, Zhengchao, et al.
Publicado: (2024)

AIFIND: Artifact-Aware Interpreting Fine-Grained Alignment for Incremental Face Forgery Detection
por: Wang, Hao, et al.
Publicado: (2026)

UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization
por: Huang, Qing, et al.
Publicado: (2025)

Unlocking the Forgery Detection Potential of Vanilla MLLMs: A Novel Training-Free Pipeline
por: Zuo, Rui, et al.
Publicado: (2025)

Unified Attention Modeling for Efficient Free-Viewing and Visual Search via Shared Representations
por: Mohammed, Fatma Youssef, et al.
Publicado: (2025)

Multimodal Emotion Recognition via Bi-directional Cross-Attention and Temporal Modeling
por: Byeon, Junhyeong, et al.
Publicado: (2026)

CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis with Multimodal Diffusion
por: Huang, Nisha, et al.
Publicado: (2024)

FusWay: Multimodal hybrid fusion approach. Application to Railway Defect Detection
por: Zhukov, Alexey, et al.
Publicado: (2025)

HAMLET-FFD: Hierarchical Adaptive Multi-modal Learning Embeddings Transformation for Face Forgery Detection
por: Cui, Jialei, et al.
Publicado: (2025)

Leveraging Vision-Language Models to Detect Attention in Educational Videos
por: Becquet, Gabriel, et al.
Publicado: (2026)

Hierarchical Deep Fusion Framework for Multi-dimensional Facial Forgery Detection -- The 2024 Global Deepfake Image Detection Challenge
por: Wang, Kohou, et al.
Publicado: (2025)

Multimodal Alignment with Cross-Attentive GRUs for Fine-Grained Video Understanding
por: Kim, Namho, et al.
Publicado: (2025)

Reasoning-Aware Multimodal Fusion for Hateful Video Detection
por: Yang, Shuonan, et al.
Publicado: (2025)

StegaFFD: Privacy-Preserving Face Forgery Detection via Fine-Grained Steganographic Domain Lifting
por: Ma, Guoqing, et al.
Publicado: (2026)

OmniVL-Guard: Towards Unified Vision-Language Forgery Detection and Grounding via Balanced RL
por: Shen, Jinjie, et al.
Publicado: (2026)