Imagen de Portada

SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Kim, Younghun, Jang, Minsuk, Kwon, Myung-Joon, Lee, Wonjun, Kim, Changick
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Guided by Facial Recognizers
por: Kim, Younhun, et al.
Publicado: (2024)

SAFIRE: Segment Any Forged Image Region
por: Kwon, Myung-Joon, et al.
Publicado: (2024)

Efficient Test-Time Optimization for Depth Completion via Low-Rank Decoder Adaptation
por: Seo, Minseok, et al.
Publicado: (2026)

Detecting AI-Generated Videos with Spiking Neural Networks
por: Jang, Minsuk, et al.
Publicado: (2026)

Detecting AI-Generated Images via Contextual Anomaly Estimation in Masked AutoEncoders
por: Jang, Minsuk, et al.
Publicado: (2025)

Generalizable Human Gaussian Splatting via Multi-view Semantic Consistency
por: Kim, Jingi, et al.
Publicado: (2026)

Benign-to-Toxic Jailbreaking: Inducing Harmful Responses from Harmless Prompts
por: Kim, Hee-Seon, et al.
Publicado: (2025)

SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis
por: Go, Hyojun, et al.
Publicado: (2024)

Selective Domain-Invariant Feature for Generalizable Deepfake Detection
por: Lai, Yingxin, et al.
Publicado: (2024)

Advancing Cross-Domain Generalizability in Face Anti-Spoofing: Insights, Design, and Metrics
por: Kim, Hyojin, et al.
Publicado: (2024)

Local Temporal Feature Enhanced Transformer with ROI-rank Based Masking for Diagnosis of ADHD
por: Kim, Byunggun, et al.
Publicado: (2025)

Long-tailed Adversarial Training with Self-Distillation
por: Cho, Seungju, et al.
Publicado: (2025)

Indirect Gradient Matching for Adversarial Robust Distillation
por: Lee, Hongsin, et al.
Publicado: (2023)

Enhancing Robustness in Incremental Learning with Adversarial Training
por: Cho, Seungju, et al.
Publicado: (2023)

VideoMamba: Spatio-Temporal Selective State Space Model
por: Park, Jinyoung, et al.
Publicado: (2024)

Real-Aware Residual Model Merging for Deepfake Detection
por: Park, Jinhee, et al.
Publicado: (2025)

BEEP3D: Box-Supervised End-to-End Pseudo-Mask Generation for 3D Instance Segmentation
por: Yoo, Youngju, et al.
Publicado: (2025)

Station2Radar: query conditioned gaussian splatting for precipitation field
por: Kim, Doyi, et al.
Publicado: (2026)

Lightweight Deepfake Detection Based on Multi-Feature Fusion
por: Yasir, Siddiqui Muhammad, et al.
Publicado: (2025)

Towards Generalizable Deepfake Detection with Spatial-Frequency Collaborative Learning and Hierarchical Cross-Modal Fusion
por: Qiao, Mengyu, et al.
Publicado: (2025)

Continual-MEGA: A Large-scale Benchmark for Generalizable Continual Anomaly Detection
por: Lee, Geonu, et al.
Publicado: (2025)

Suppressing Gradient Conflict for Generalizable Deepfake Detection
por: Liu, Ming-Hui, et al.
Publicado: (2025)

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

Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models
por: Woo, Sangmin, et al.
Publicado: (2024)

RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language Models
por: Woo, Sangmin, et al.
Publicado: (2024)

Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition
por: Lee, Sumin, et al.
Publicado: (2024)

Deepfake Forensics Adapter: A Dual-Stream Network for Generalizable Deepfake Detection
por: Liao, Jianfeng, et al.
Publicado: (2026)

Upsample Anything: A Simple and Hard to Beat Baseline for Feature Upsampling
por: Seo, Minseok, et al.
Publicado: (2025)

Towards Efficient Vision State Space Models via Token Merging
por: Park, Jinyoung, et al.
Publicado: (2025)

Unlocking the Hidden Potential of CLIP in Generalizable Deepfake Detection
por: Yermakov, Andrii, et al.
Publicado: (2025)

ECCV Caption: Correcting False Negatives by Collecting Machine-and-Human-verified Image-Caption Associations for MS-COCO
por: Chun, Sanghyuk, et al.
Publicado: (2022)

Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition
por: Lee, Junghyun, et al.
Publicado: (2026)

The Tug-of-War Between Deepfake Generation and Detection
por: Lee, Hannah, et al.
Publicado: (2024)

Beyond Flicker: Detecting Kinematic Inconsistencies for Generalizable Deepfake Video Detection
por: Cobo, Alejandro, et al.
Publicado: (2025)

SELFI: Autonomous Self-Improvement with Reinforcement Learning for Social Navigation
por: Hirose, Noriaki, et al.
Publicado: (2024)

Doubly-Universal Adversarial Perturbations: Deceiving Vision-Language Models Across Both Images and Text with a Single Perturbation
por: Kim, Hee-Seon, et al.
Publicado: (2024)

AuthGuard: Generalizable Deepfake Detection via Language Guidance
por: Shen, Guangyu, et al.
Publicado: (2025)

VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection
por: Li, Xinghan, et al.
Publicado: (2026)

SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting
por: Kim, Hoon, et al.
Publicado: (2024)

PlugTrack: Multi-Perceptive Motion Analysis for Adaptive Fusion in Multi-Object Tracking
por: Kim, Seungjae, et al.
Publicado: (2025)