Cover Image

Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fei, Hongyan, Jia, Zexi, Huang, Chuanwei, Zhang, Jinchao, Zhou, Jie
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Semantic to Structure: Learning Structural Representations for Infringement Detection
by: Huang, Chuanwei, et al.
Published: (2025)

StyleDecoupler: Generalizable Artistic Style Disentanglement
by: Jia, Zexi, et al.
Published: (2026)

Control-CLIP: Decoupling Category and Style Guidance in CLIP for Specific-Domain Generation
by: Jia, Zexi, et al.
Published: (2025)

A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets
by: Jia, Zexi, et al.
Published: (2025)

From Imitation to Innovation: The Emergence of AI Unique Artistic Styles and the Challenge of Copyright Protection
by: Jia, Zexi, et al.
Published: (2025)

CoDA: Color Distribution Probing for Efficient and Generalizable AI-Generated Image Detection
by: Jia, Zexi, et al.
Published: (2026)

Learning Expressive And Generalizable Motion Features For Face Forgery Detection
by: Zhang, Jingyi, et al.
Published: (2024)

Revisiting Face Forgery Detection: From Facial Representation to Forgery Detection
by: Guo, Zonghui, et al.
Published: (2024)

Generalizable Face Forgery Detection via Separable Prompt Learning
by: Yang, Enrui, et al.
Published: (2026)

Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
by: Liang, Jiawei, et al.
Published: (2024)

Low-rank Orthogonal Subspace Intervention for Generalizable Face Forgery Detection
by: Wang, Chi, et al.
Published: (2026)

Evaluating Generative Models via One-Dimensional Code Distributions
by: Jia, Zexi, et al.
Published: (2026)

Manifold-Optimal Guidance: A Unified Riemannian Control View of Diffusion Guidance
by: Jia, Zexi, et al.
Published: (2026)

MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection
by: Zhang, Yaning, et al.
Published: (2024)

Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection
by: Cui, Xinjie, et al.
Published: (2024)

ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection
by: Chen, Yingjian, et al.
Published: (2024)

Learning to Discover Forgery Cues for Face Forgery Detection
by: Tian, Jiahe, et al.
Published: (2024)

Toward Generalizable Forgery Detection and Reasoning
by: Gao, Yueying, et al.
Published: (2025)

Object-level Copy-Move Forgery Image Detection based on Inconsistency Mining
by: Wang, Jingyu, et al.
Published: (2024)

LAA-X: Unified Localized Artifact Attention for Quality-Agnostic and Generalizable Face Forgery Detection
by: Nguyen, Dat, et al.
Published: (2026)

Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection
by: Baru, Lalith Bharadwaj, et al.
Published: (2024)

MFVLR: Multi-domain Fine-grained Vision-Language Reconstruction for Generalizable Diffusion Face Forgery Detection and Localization
by: Zhang, Yaning, et al.
Published: (2026)

Decoupling Forgery Semantics for Generalizable Deepfake Detection
by: Ye, Wei, et al.
Published: (2024)

Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection
by: Lai, Yingxin, et al.
Published: (2025)

ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation
by: Huang, Qing, et al.
Published: (2026)

WMamba: Wavelet-based Mamba for Face Forgery Detection
by: Peng, Siran, et al.
Published: (2025)

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

Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection
by: Zhang, Tianxiang, et al.
Published: (2025)

Deep Learning Technology for Face Forgery Detection: A Survey
by: Ma, Lixia, et al.
Published: (2024)

Exploring the Adversarial Robustness of Face Forgery Detection with Decision-based Black-box Attacks
by: Chen, Zhaoyu, et al.
Published: (2023)

UniForensics: Face Forgery Detection via General Facial Representation
by: Fang, Ziyuan, et al.
Published: (2024)

Latent Spatiotemporal Adaptation for Generalized Face Forgery Video Detection
by: Zhang, Daichi, et al.
Published: (2023)

Learning Natural Consistency Representation for Face Forgery Video Detection
by: Zhang, Daichi, et al.
Published: (2024)

Is It Possible to Backdoor Face Forgery Detection with Natural Triggers?
by: Han, Xiaoxuan, et al.
Published: (2023)

Federated Face Forgery Detection Learning with Personalized Representation
by: Liu, Decheng, et al.
Published: (2024)

Towards General Visual-Linguistic Face Forgery Detection
by: Sun, Ke, et al.
Published: (2023)

Trident: Detecting Face Forgeries with Adversarial Triplet Learning
by: Kara, Mustafa Hakan, et al.
Published: (2025)

SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
by: Liang, Yachao, et al.
Published: (2025)

Towards General Visual-Linguistic Face Forgery Detection(V2)
by: Sun, Ke, et al.
Published: (2025)

Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection
by: Zhang, Yaning, et al.
Published: (2024)