MFVLR: Multi-domain Fine-grained Vision-Language Reconstruction for Generalizable Diffusion Face Forgery Detection and Localization
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yaning, Wang, Tianyi, Gao, Zan, Zhao, Yibo, Ma, Chunjie, Wang, Meng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection
by: Zhang, Yaning, et al.
Published: (2024)
by: Zhang, Yaning, et al.
Published: (2024)
GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning
by: Zhang, Yaning, et al.
Published: (2024)
by: Zhang, Yaning, et al.
Published: (2024)
GazeCLIP: Gaze-Guided CLIP with Adaptive-Enhanced Fine-Grained Language Prompt for Deepfake Attribution and Detection
by: Zhang, Yaning, et al.
Published: (2026)
by: Zhang, Yaning, et al.
Published: (2026)
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection
by: Zhang, Yaning, et al.
Published: (2024)
by: Zhang, Yaning, et al.
Published: (2024)
PVLM: Parsing-Aware Vision Language Model with Dynamic Contrastive Learning for Zero-Shot Deepfake Attribution
by: Zhang, Yaning, et al.
Published: (2025)
by: Zhang, Yaning, et al.
Published: (2025)
DiffusionFF: A Diffusion-based Framework for Joint Face Forgery Detection and Fine-Grained Artifact Localization
by: Peng, Siran, et al.
Published: (2025)
by: Peng, Siran, et al.
Published: (2025)
Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization
by: Guo, Xiao, et al.
Published: (2024)
by: Guo, Xiao, et al.
Published: (2024)
Learning Expressive And Generalizable Motion Features For Face Forgery Detection
by: Zhang, Jingyi, et al.
Published: (2024)
by: Zhang, Jingyi, et al.
Published: (2024)
Low-rank Orthogonal Subspace Intervention for Generalizable Face Forgery Detection
by: Wang, Chi, et al.
Published: (2026)
by: Wang, Chi, et al.
Published: (2026)
MLLM-Enhanced Face Forgery Detection: A Vision-Language Fusion Solution
by: Peng, Siran, et al.
Published: (2025)
by: Peng, Siran, et al.
Published: (2025)
Diffusion Facial Forgery Detection
by: Cheng, Harry, et al.
Published: (2024)
by: Cheng, Harry, et al.
Published: (2024)
Toward Generalizable Forgery Detection and Reasoning
by: Gao, Yueying, et al.
Published: (2025)
by: Gao, Yueying, et al.
Published: (2025)
Generalizable Face Forgery Detection via Separable Prompt Learning
by: Yang, Enrui, et al.
Published: (2026)
by: Yang, Enrui, et al.
Published: (2026)
Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection
by: Fei, Hongyan, et al.
Published: (2026)
by: Fei, Hongyan, et al.
Published: (2026)
Learning Universal Features for Generalizable Image Forgery Localization
by: Zhao, Hengrun, et al.
Published: (2025)
by: Zhao, Hengrun, et al.
Published: (2025)
Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection
by: Lai, Yingxin, et al.
Published: (2025)
by: Lai, Yingxin, et al.
Published: (2025)
LAA-X: Unified Localized Artifact Attention for Quality-Agnostic and Generalizable Face Forgery Detection
by: Nguyen, Dat, et al.
Published: (2026)
by: Nguyen, Dat, et al.
Published: (2026)
UniForensics: Face Forgery Detection via General Facial Representation
by: Fang, Ziyuan, et al.
Published: (2024)
by: Fang, Ziyuan, et al.
Published: (2024)
Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection
by: Cui, Xinjie, et al.
Published: (2024)
by: Cui, Xinjie, et al.
Published: (2024)
Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection
by: Baru, Lalith Bharadwaj, et al.
Published: (2024)
by: Baru, Lalith Bharadwaj, et al.
Published: (2024)
Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection
by: Zhang, Tianxiang, et al.
Published: (2025)
by: Zhang, Tianxiang, et al.
Published: (2025)
Learning to Discover Forgery Cues for Face Forgery Detection
by: Tian, Jiahe, et al.
Published: (2024)
by: Tian, Jiahe, et al.
Published: (2024)
Multiple Information Prompt Learning for Cloth-Changing Person Re-Identification
by: Wei, Shengxun, et al.
Published: (2024)
by: Wei, Shengxun, et al.
Published: (2024)
Rethinking Cross-Domain Evaluation for Face Forgery Detection with Semantic Fine-grained Alignment and Mixture-of-Experts
by: Luo, Yuhan, et al.
Published: (2026)
by: Luo, Yuhan, et al.
Published: (2026)
Federated Face Forgery Detection Learning with Personalized Representation
by: Liu, Decheng, et al.
Published: (2024)
by: Liu, Decheng, et al.
Published: (2024)
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
by: Liang, Jiawei, et al.
Published: (2024)
by: Liang, Jiawei, et al.
Published: (2024)
Word-Anchored Temporal Forgery Localization
by: Wang, Tianyi, et al.
Published: (2026)
by: Wang, Tianyi, et al.
Published: (2026)
Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization
by: Miao, Changtao, et al.
Published: (2024)
by: Miao, Changtao, et al.
Published: (2024)
Revisiting Face Forgery Detection: From Facial Representation to Forgery Detection
by: Guo, Zonghui, et al.
Published: (2024)
by: Guo, Zonghui, et al.
Published: (2024)
AIFIND: Artifact-Aware Interpreting Fine-Grained Alignment for Incremental Face Forgery Detection
by: Wang, Hao, et al.
Published: (2026)
by: Wang, Hao, et al.
Published: (2026)
SHIELD : An Evaluation Benchmark for Face Spoofing and Forgery Detection with Multimodal Large Language Models
by: Shi, Yichen, et al.
Published: (2024)
by: Shi, Yichen, et al.
Published: (2024)
Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection
by: Wang, Yihui, et al.
Published: (2026)
by: Wang, Yihui, et al.
Published: (2026)
Is It Possible to Backdoor Face Forgery Detection with Natural Triggers?
by: Han, Xiaoxuan, et al.
Published: (2023)
by: Han, Xiaoxuan, et al.
Published: (2023)
ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection
by: Chen, Yingjian, et al.
Published: (2024)
by: Chen, Yingjian, et al.
Published: (2024)
LaTo: Landmark-tokenized Diffusion Transformer for Fine-grained Human Face Editing
by: Zhang, Zhenghao, et al.
Published: (2025)
by: Zhang, Zhenghao, et al.
Published: (2025)
Decoupling Forgery Semantics for Generalizable Deepfake Detection
by: Ye, Wei, et al.
Published: (2024)
by: Ye, Wei, et al.
Published: (2024)
WMamba: Wavelet-based Mamba for Face Forgery Detection
by: Peng, Siran, et al.
Published: (2025)
by: Peng, Siran, et al.
Published: (2025)
A Sanity Check for Multi-In-Domain Face Forgery Detection in the Real World
by: Cheng, Jikang, et al.
Published: (2025)
by: Cheng, Jikang, et al.
Published: (2025)
StegaFFD: Privacy-Preserving Face Forgery Detection via Fine-Grained Steganographic Domain Lifting
by: Ma, Guoqing, et al.
Published: (2026)
by: Ma, Guoqing, et al.
Published: (2026)
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection
by: Zhang, Cong, et al.
Published: (2023)
by: Zhang, Cong, et al.
Published: (2023)
Similar Items
-
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection
by: Zhang, Yaning, et al.
Published: (2024) -
GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning
by: Zhang, Yaning, et al.
Published: (2024) -
GazeCLIP: Gaze-Guided CLIP with Adaptive-Enhanced Fine-Grained Language Prompt for Deepfake Attribution and Detection
by: Zhang, Yaning, et al.
Published: (2026) -
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection
by: Zhang, Yaning, et al.
Published: (2024) -
PVLM: Parsing-Aware Vision Language Model with Dynamic Contrastive Learning for Zero-Shot Deepfake Attribution
by: Zhang, Yaning, et al.
Published: (2025)