Cover Image

Robust Deepfake Detection, NTIRE 2026 Challenge: Report

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hopf, Benedikt, Timofte, Radu, Qu, Chenfan, Li, Junchi, Wu, Fei, Lu, Dagong, Yao, Mufeng, Xu, Xinlei, Guo, Fengjun, Tang, Yongwei, Yang, Zhiqiang, Wu, Zhiqiang, Seow, Jia Wen, Koay, Hong Vin, Ren, Haodong, Xu, Feng, Chen, Shuai, Le-Phan, Minh-Khoa, Le, Minh-Hoang, Do, Trong-Le, Tran, Minh-Triet, Jian, Chih-Yu, Wang, Yi-Fan, Chen, Bang-Kang, Chao, You-Chen, Lee, Chia-Ming, Yang, Fu-En, Wang, Yu-Chiang Frank, Hsu, Chih-Chung, Negi, Aashish, Sharma, Hardik, Shaily, Prateek, Kumar, Jayant, Chaudhary, Sachin, Dudhane, Akshay, Hambarde, Praful, Shukla, Amit, Peng, Jielun, Wang, Yabin, Li, Yaqi, Liu, Jincheng, Hong, Xiaopeng, Wadhwani, Krish, Fitzpatrick, Liam, Tiwari, Utkarsh, Benjdira, Bilel, Ali, Anas M., Boulila, Wadii, Quispe, Cristian Lazo, A, Aishwarya, S, Akshara, N, Ashwathi, Tu, Jiachen, Xu, Guoyi, Jiang, Yaoxin, Liu, Jiajia, Shi, Yaokun
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

Embryonic, larval and postlarval development of Haliotis asinina Linneù 1758 in laboratory condition
by: Le, Duc Minh, et al.
Published: (2000)

Parking Analytics Framework using Deep Learning
by: Benjdira, Bilel, et al.
Published: (2022)

Trust-SSL: Additive-Residual Selective Invariance for Robust Aerial Self-Supervised Learning
by: Boulila, Wadii, et al.
Published: (2026)

Global existence of solutions to the fully parabolic chemotaxis system with logistic source under nonlinear Neumann boundary conditions
by: Le, Minh
Published: (2024)

Absence of blow-up in a fully parabolic chemotaxis system with weak singular sensitivity and logistic damping in dimension two
by: Le, Minh
Published: (2025)

Global boundedness in the higher-dimensional fully parabolic chemotaxis with weak singular sensitivity and logistic source
by: Le, Minh
Published: (2025)

A Sharp Global Boundedness Result for Keller--Segel--(Navier--)Stokes Systems with Rapid Diffusion and Saturated Sensitivities
by: Le, Minh
Published: (2026)

An improvement toward global boundedness in a fully parabolic chemotaxis with singular sensitivity in any dimension
by: Le, Minh
Published: (2025)

Boundedness in a chemotaxis system with weakly singular sensitivity in dimension two with arbitrary sub-quadratic degradation sources
by: Le, Minh
Published: (2024)

Absence of Blow‐Up in a Fully Parabolic Chemotaxis System With Weakly Singular Sensitivity and Logistic Damping in Dimension Two
by: Minh Le
Published: (2025)

Robust Deepfake Detection: Mitigating Spatial Attention Drift via Calibrated Complementary Ensembles
by: Le-Phan, Minh-Khoa, et al.
Published: (2026)

EDGER: EDge-Guided with HEatmap Refinement for Generalizable Image Forgery Localization
by: Le-Phan, Minh-Khoa, et al.
Published: (2026)

NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild
by: Gushchin, Aleksandr, et al.
Published: (2026)

$U$-statistics on bipartite exchangeable networks
by: Minh, Tâm Le
Published: (2021)

Infinite Volume Limit for Correlation functions in the Dipole Gas
by: Le, Tuan Minh
Published: (2013)

Characterization of the asymptotic behavior of $U$-statistics on row-column exchangeable matrices
by: Minh, Tâm Le
Published: (2024)

Power-law asymptotics of fractional $L^p$ polar projection bodies
by: Lê, Trí Minh
Published: (2026)

VietMEAgent: Culturally-Aware Few-Shot Multimodal Explanation for Vietnamese Visual Question Answering
by: Nguyen, Hai-Dang, et al.
Published: (2025)

MedXplain-VQA: Multi-Component Explainable Medical Visual Question Answering
by: Nguyen, Hai-Dang, et al.
Published: (2025)

Constrained Decoding for Cross-lingual Label Projection
by: Le, Duong Minh, et al.
Published: (2024)

Metacognitive Sensitivity for Test-Time Dynamic Model Selection
by: Trinh, Le Tuan Minh, et al.
Published: (2025)

Trustworthy Chronic Disease Risk Prediction For Self-Directed Preventive Care via Medical Literature Validation
by: Le, Minh, et al.
Published: (2025)

Global boundedness and absorbing sets in two-dimensional chemotaxis-Navier-Stokes systems with weakly singular sensitivity and a sub-logistic source
by: Le, Minh, et al.
Published: (2025)

On the Extreme Variance of Certified Local Robustness Across Model Seeds
by: Le, Minh, et al.
Published: (2026)

Contractors Sustainability Productivity Management
by: Nguyen Le Minh, Long
Published: (2025)

Generalized knowledge-enhanced framework for biomedical entity and relation extraction
by: Nguyen, Minh, et al.
Published: (2024)

Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
by: Galshetwar, Vijay M., et al.
Published: (2025)

Span Modeling for Idiomaticity and Figurative Language Detection with Span Contrastive Loss
by: Matheny, Blake, et al.
Published: (2026)

LOGER: Local--Global Ensemble for Robust Deepfake Detection in the Wild
by: Wu, Fei, et al.
Published: (2026)

HEDGE: Heterogeneous Ensemble for Detection of AI-GEnerated Images in the Wild
by: Wu, Fei, et al.
Published: (2026)

Nanotechnology‐Enhanced Stemcell Therapy for Precision Regeneration Medicine: Mechanistic Advances, Engineering Strategies, and Clinical Translation
by: Thi Hien Le, et al.
Published: (2026)

AgriKD: Cross-Architecture Knowledge Distillation for Efficient Leaf Disease Classification
by: Le, Minh-Dung, et al.
Published: (2026)

Understanding and Managing Frogeye Leaf Spot through Network-Based Modeling in Soybean
by: Weerarathna, Chinthaka, et al.
Published: (2026)

Some arithmetic aspects of ortho-integral surfaces
by: Doan, Nhat Minh, et al.
Published: (2025)

Multimodal Contrastive In-Context Learning
by: Miyanishi, Yosuke, et al.
Published: (2024)

Impact of Artificial Intelligence on Environmental Quality through Technical Change: A Free Dynamic Equilibrium Approach
by: Pham, Van Khanh, et al.
Published: (2024)

Employing Label Models on ChatGPT Answers Improves Legal Text Entailment Performance
by: Nguyen, Chau, et al.
Published: (2024)

Modeling‐Facilitated Field Survey Discovers of a New Population of the Annamite Striped Rabbit in Kon Tum Province, Vietnam
by: Anh Tuan Nguyen, et al.
Published: (2024)

Leveraging knowledge distillation for partial multi-task learning from multiple remote sensing datasets
by: Lê, Hoàng-Ân, et al.
Published: (2024)

Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes
by: Miyanishi, Yosuke, et al.
Published: (2023)