Cover Image

Contrastive Desensitization Learning for Cross Domain Face Forgery Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qiu, Lingyu, Jiang, Ke, Tan, Xiaoyang
Format:	Preprint
Published:	2025
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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment
by: Qiu, Lingyu, et al.
Published: (2025)

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

LRD-Net: A Lightweight Real-Centered Detection Network for Cross-Domain Face Forgery Detection
by: Zhang, Xuecen, et al.
Published: (2026)

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

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

Rethinking Cross-Domain Evaluation for Face Forgery Detection with Semantic Fine-grained Alignment and Mixture-of-Experts
by: Luo, Yuhan, et al.
Published: (2026)

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

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

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

Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection
by: Lai, Yingxin, 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)

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

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

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

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

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)

LAKAN: Landmark-assisted Adaptive Kolmogorov-Arnold Network for Face Forgery Detection
by: Jiang, Jiayao, et al.
Published: (2025)

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

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

DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation
by: Lv, Qingxuan, et al.
Published: (2023)

GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning
by: Zhang, Yaning, et al.
Published: (2024)

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM
by: Chen, Tao, et al.
Published: (2025)

DiffusionFace: Towards a Comprehensive Dataset for Diffusion-Based Face Forgery Analysis
by: Chen, Zhongxi, et al.
Published: (2024)

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

Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection
by: Fei, Hongyan, 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)

When Generative Replay Meets Evolving Deepfakes: Domain-Aware Relative Weighting for Incremental Face Forgery Detection
by: Shen, Hao, et al.
Published: (2025)

Rethinking Image Forgery Detection via Soft Contrastive Learning and Unsupervised Clustering
by: Wu, Haiwei, et al.
Published: (2023)

OmniFD: A Unified Model for Versatile Face Forgery Detection
by: Liu, Haotian, et al.
Published: (2025)

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

Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts
by: Li, Yang, et al.
Published: (2024)

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

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

RCDN: Real-Centered Detection Network for Robust Face Forgery Identification
by: McCurdy, Wyatt, et al.
Published: (2026)

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

Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues
by: Yu, Zitong, et al.
Published: (2022)

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

DevFD: Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces
by: Zhang, Tianshuo, et al.
Published: (2025)

COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection
by: Zhang, Cong, et al.
Published: (2023)