Cover Image

Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Shuhai, Lian, ZiHao, Yang, Jiahao, Li, Daiyuan, Pang, Guoxuan, Liu, Feng, Han, Bo, Li, Shutao, Tan, Mingkui
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy
by: Zhang, Shuhai, et al.
Published: (2024)

HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models
by: Yang, Yifan, et al.
Published: (2024)

Adversarial Purification by Consistency-aware Latent Space Optimization on Data Manifolds
by: Zhang, Shuhai, et al.
Published: (2024)

Zero-Shot Skeleton-Based Action Recognition With Prototype-Guided Feature Alignment
by: Zhou, Kai, et al.
Published: (2025)

Towards Long Video Understanding via Fine-detailed Video Story Generation
by: You, Zeng, et al.
Published: (2024)

Fast Evaluation of Generalized Todd Polynomials: Applications to MacMahon's Partition Analysis and Integer Programming
by: Xin, Guoce, et al.
Published: (2023)

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

Test-Time Model Adaptation for Quantized Neural Networks
by: Deng, Zeshuai, et al.
Published: (2025)

VideoVeritas: AI-Generated Video Detection via Perception Pretext Reinforcement Learning
by: Tan, Hao, et al.
Published: (2026)

Omni-Video: Democratizing Unified Video Understanding and Generation
by: Tan, Zhiyu, et al.
Published: (2025)

A Survey: Spatiotemporal Consistency in Video Generation
by: Yin, Zhiyu, et al.
Published: (2025)

Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
by: Yan, Zhiyuan, et al.
Published: (2024)

Multi-Level Contextual Token Relation Modeling for Machine-Generated Text Detection
by: Wu, Chenwang, et al.
Published: (2026)

Beyond Raw Detection Scores: Markov-Informed Calibration for Boosting Machine-Generated Text Detection
by: Wu, Chenwang, et al.
Published: (2026)

AQD: Towards Accurate Fully-Quantized Object Detection
by: Chen, Peng, et al.
Published: (2020)

Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video
by: Li, Bin, et al.
Published: (2022)

BrokenVideos: A Benchmark Dataset for Fine-Grained Artifact Localization in AI-Generated Videos
by: Lin, Jiahao, et al.
Published: (2025)

Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection
by: Li, Yiheng, et al.
Published: (2026)

Aggregating Diverse Cue Experts for AI-Generated Image Detection
by: Tan, Lei, et al.
Published: (2026)

LibraGen: Playing a Balance Game in Subject-Driven Video Generation
by: Zhu, Jiahao, et al.
Published: (2026)

ConceptGuard: Proactive Safety in Text-and-Image-to-Video Generation through Multimodal Risk Detection
by: Ma, Ruize, et al.
Published: (2025)

Fine-grained Spatiotemporal Grounding on Egocentric Videos
by: Liang, Shuo, et al.
Published: (2025)

Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
by: Li, Zhengcen, et al.
Published: (2026)

Sensitivity-Aware Post-Training Quantization for Deep Neural Networks
by: Zheng, Zekang, et al.
Published: (2025)

GenVideoLens: Where LVLMs Fall Short in AI-Generated Video Detection?
by: Zou, Yueying, et al.
Published: (2026)

Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation
by: Wang, Wenjing, et al.
Published: (2023)

STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs
by: Qin, Jiahao, et al.
Published: (2024)

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets
by: Zheng, Shijian, et al.
Published: (2025)

Omni-Video 2: Scaling MLLM-Conditioned Diffusion for Unified Video Generation and Editing
by: Yang, Hao, et al.
Published: (2026)

User to Video: A Model for Spammer Detection Inspired by Video Classification Technology
by: Zhang, Haoyang, et al.
Published: (2025)

DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark
by: Chen, Haoxing, et al.
Published: (2024)

DrVideo: Document Retrieval Based Long Video Understanding
by: Ma, Ziyu, et al.
Published: (2024)

SketchFaceGS: Real-Time Sketch-Driven Face Editing and Generation with Gaussian Splatting
by: Li, Bo, et al.
Published: (2026)

CTForensics: A Comprehensive Dataset and Method for AI-Generated CT Image Detection
by: Li, Yiheng, et al.
Published: (2026)

Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task
by: Fan, Sunqi, et al.
Published: (2025)

MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation
by: Zheng, Longtao, et al.
Published: (2024)

Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning
by: Li, Yiheng, et al.
Published: (2025)

ASSR-Net: Anisotropic Structure-Aware and Spectrally Recalibrated Network for Hyperspectral Image Fusion
by: Song, Qiya, et al.
Published: (2026)

LaneTCA: Enhancing Video Lane Detection with Temporal Context Aggregation
by: Zhou, Keyi, et al.
Published: (2024)

MVAD: A Benchmark Dataset for Multimodal AI-Generated Video-Audio Detection
by: Hu, Mengxue, et al.
Published: (2025)