Redundant Semantic Environment Filling via Misleading-Learning for Fair Deepfake Detection
Fuente:
arXiv
Saved in:
| Main Authors: | He, Xinan, Zhou, Yue, Hu, Shu, Li, Bin, Huang, Jiwu, Ding, Feng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decoupling Bias, Aligning Distributions: Synergistic Fairness Optimization for Deepfake Detection
by: Ding, Feng, et al.
Published: (2025)
by: Ding, Feng, 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)
Preserving Fairness Generalization in Deepfake Detection
by: Lin, Li, et al.
Published: (2024)
by: Lin, Li, et al.
Published: (2024)
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models
by: He, Xinan, et al.
Published: (2025)
by: He, Xinan, et al.
Published: (2025)
DiffFace-Edit: A Diffusion-Based Facial Dataset for Forgery-Semantic Driven Deepfake Detection Analysis
by: Ding, Feng, et al.
Published: (2026)
by: Ding, Feng, et al.
Published: (2026)
FairAdapter: Detecting AI-generated Images with Improved Fairness
by: Ding, Feng, et al.
Published: (2024)
by: Ding, Feng, et al.
Published: (2024)
Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection
by: Zhou, Yue, et al.
Published: (2025)
by: Zhou, Yue, et al.
Published: (2025)
Simplicity Prevails: The Emergence of Generalizable AIGI Detection in Visual Foundation Models
by: Zhou, Yue, et al.
Published: (2026)
by: Zhou, Yue, et al.
Published: (2026)
Brought a Gun to a Knife Fight: Modern VFM Baselines Outgun Specialized Detectors on In-the-Wild AI Image Detection
by: Zhou, Yue, et al.
Published: (2025)
by: Zhou, Yue, et al.
Published: (2025)
Fit for Purpose? Deepfake Detection in the Real World
by: Lin, Guangyu, et al.
Published: (2025)
by: Lin, Guangyu, et al.
Published: (2025)
MPF-Net: Exposing High-Fidelity AI-Generated Video Forgeries via Hierarchical Manifold Deviation and Micro-Temporal Fluctuations
by: He, Xinan, et al.
Published: (2026)
by: He, Xinan, et al.
Published: (2026)
Enabling Generalized Zero-shot Learning Towards Unseen Domains by Intrinsic Learning from Redundant LLM Semantics
by: Yue, Jiaqi, et al.
Published: (2024)
by: Yue, Jiaqi, et al.
Published: (2024)
When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding
by: Shu, Yan, et al.
Published: (2025)
by: Shu, Yan, et al.
Published: (2025)
Fair and Interpretable Deepfake Detection in Videos
by: Yoshii, Akihito, et al.
Published: (2025)
by: Yoshii, Akihito, et al.
Published: (2025)
Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation
by: Chen, Lin, et al.
Published: (2025)
by: Chen, Lin, et al.
Published: (2025)
Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation
by: Zhou, Yuxuan, et al.
Published: (2025)
by: Zhou, Yuxuan, et al.
Published: (2025)
CrossDF: Improving Cross-Domain Deepfake Detection with Deep Information Decomposition
by: Yang, Shanmin, et al.
Published: (2023)
by: Yang, Shanmin, et al.
Published: (2023)
Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes
by: Lin, Kaiqing, et al.
Published: (2025)
by: Lin, Kaiqing, et al.
Published: (2025)
CLUE: Leveraging Low-Rank Adaptation to Capture Latent Uncovered Evidence for Image Forgery Localization
by: Wang, Youqi, et al.
Published: (2025)
by: Wang, Youqi, et al.
Published: (2025)
Capture Artifacts via Progressive Disentangling and Purifying Blended Identities for Deepfake Detection
by: Zhou, Weijie, et al.
Published: (2024)
by: Zhou, Weijie, et al.
Published: (2024)
Deepfake Detection via Knowledge Injection
by: Li, Tonghui, et al.
Published: (2025)
by: Li, Tonghui, et al.
Published: (2025)
Unleashing Vision-Language Semantics for Deepfake Video Detection
by: Zhu, Jiawen, et al.
Published: (2026)
by: Zhu, Jiawen, et al.
Published: (2026)
Masked Conditional Diffusion Model for Enhancing Deepfake Detection
by: Chen, Tiewen, et al.
Published: (2024)
by: Chen, Tiewen, et al.
Published: (2024)
Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation
by: Wu, Dongyue, et al.
Published: (2024)
by: Wu, Dongyue, et al.
Published: (2024)
Penny-Wise and Pound-Foolish in Deepfake Detection
by: Wang, Yabin, et al.
Published: (2024)
by: Wang, Yabin, et al.
Published: (2024)
Generalized Face Forgery Detection via Adaptive Learning for Pre-trained Vision Transformer
by: Luo, Anwei, et al.
Published: (2023)
by: Luo, Anwei, et al.
Published: (2023)
Towards General Deepfake Detection with Dynamic Curriculum
by: Song, Wentang, et al.
Published: (2024)
by: Song, Wentang, et al.
Published: (2024)
SDiFL: Stable Diffusion-Driven Framework for Image Forgery Localization
by: Su, Yang, et al.
Published: (2025)
by: Su, Yang, et al.
Published: (2025)
Linguistic Profiling of Deepfakes: An Open Database for Next-Generation Deepfake Detection
by: Wang, Yabin, et al.
Published: (2024)
by: Wang, Yabin, et al.
Published: (2024)
GM-DF: Generalized Multi-Scenario Deepfake Detection
by: Lai, Yingxin, et al.
Published: (2024)
by: Lai, Yingxin, et al.
Published: (2024)
Morphology-optimized Multi-Scale Fusion: Combining Local Artifacts and Mesoscopic Semantics for Deepfake Detection and Localization
by: Shuai, Chao, et al.
Published: (2025)
by: Shuai, Chao, et al.
Published: (2025)
Semantic-Aware Representation Learning via Conditional Transport for Multi-Label Image Classification
by: Xie, Ren-Dong, et al.
Published: (2025)
by: Xie, Ren-Dong, et al.
Published: (2025)
Selective Domain-Invariant Feature for Generalizable Deepfake Detection
by: Lai, Yingxin, et al.
Published: (2024)
by: Lai, Yingxin, et al.
Published: (2024)
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection
by: Lin, Kaiqing, et al.
Published: (2024)
by: Lin, Kaiqing, et al.
Published: (2024)
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection
by: Xu, Yuting, et al.
Published: (2024)
by: Xu, Yuting, et al.
Published: (2024)
Towards Generalizable Deepfake Detection via Forgery-aware Audio-Visual Adaptation: A Variational Bayesian Approach
by: Nie, Fan, et al.
Published: (2025)
by: Nie, Fan, et al.
Published: (2025)
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
by: Sun, Ke, et al.
Published: (2024)
by: Sun, Ke, et al.
Published: (2024)
LatRef-Diff: Latent and Reference-Guided Diffusion for Facial Attribute Editing and Style Manipulation
by: Huang, Wenmin, et al.
Published: (2026)
by: Huang, Wenmin, et al.
Published: (2026)
AttDiff-GAN: A Hybrid Diffusion-GAN Framework for Facial Attribute Editing
by: Huang, Wenmin, et al.
Published: (2026)
by: Huang, Wenmin, et al.
Published: (2026)
Analyzing Fairness in Deepfake Detection With Massively Annotated Databases
by: Xu, Ying, et al.
Published: (2022)
by: Xu, Ying, et al.
Published: (2022)
Similar Items
-
Decoupling Bias, Aligning Distributions: Synergistic Fairness Optimization for Deepfake Detection
by: Ding, Feng, et al.
Published: (2025) -
Decoupling Forgery Semantics for Generalizable Deepfake Detection
by: Ye, Wei, et al.
Published: (2024) -
Preserving Fairness Generalization in Deepfake Detection
by: Lin, Li, et al.
Published: (2024) -
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models
by: He, Xinan, et al.
Published: (2025) -
DiffFace-Edit: A Diffusion-Based Facial Dataset for Forgery-Semantic Driven Deepfake Detection Analysis
by: Ding, Feng, et al.
Published: (2026)