Cover Image

Leveraging Pre-Trained Visual Models for AI-Generated Video Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Veeramachaneni, Keerthi, Tirupattur, Praveen, Bedi, Amrit Singh, Shah, Mubarak
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

Weakly-Supervised Spatiotemporal Anomaly Detection
by: Gianchandani, Urvi, et al.
Published: (2026)

SafeR-CLIP: Mitigating NSFW Content in Vision-Language Models While Preserving Pre-Trained Knowledge
by: Yousaf, Adeel, et al.
Published: (2025)

MGD$^3$: Mode-Guided Dataset Distillation using Diffusion Models
by: Chan-Santiago, Jeffrey A., et al.
Published: (2025)

PackCache: A Training-Free Acceleration Method for Unified Autoregressive Video Generation via Compact KV-Cache
by: Li, Kunyang, et al.
Published: (2026)

Personalized Embodied Navigation for Portable Object Finding
by: Dorbala, Vishnu Sashank, et al.
Published: (2024)

Enhancing Canine Musculoskeletal Diagnoses: Leveraging Synthetic Image Data for Pre-Training AI-Models on Visual Documentations
by: Thißen, Martin, et al.
Published: (2024)

TimeLogic: A Temporal Logic Benchmark for Video QA
by: Swetha, Sirnam, et al.
Published: (2025)

Investigating Memorization in Video Diffusion Models
by: Chen, Chen, et al.
Published: (2024)

Cross-View Open-Vocabulary Object Detection in Aerial Imagery
by: Kini, Jyoti, et al.
Published: (2025)

Privacy Beyond Pixels: Latent Anonymization for Privacy-Preserving Video Understanding
by: Fioresi, Joseph, et al.
Published: (2025)

GAReT: Cross-view Video Geolocalization with Adapters and Auto-Regressive Transformers
by: Pillai, Manu S, et al.
Published: (2024)

From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained Videos
by: Gupta, Animesh, et al.
Published: (2025)

From Frames to Clips: Training-free Adaptive Key Clip Selection for Long-Form Video Understanding
by: Sun, Guangyu, et al.
Published: (2025)

BBQ-V: Benchmarking Visual Stereotype Bias in Large Multimodal Models
by: Narnaware, Vishal, et al.
Published: (2025)

An Evaluation of Large Pre-Trained Models for Gesture Recognition using Synthetic Videos
by: Reddy, Arun, et al.
Published: (2024)

SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding
by: Kang, Weitai, et al.
Published: (2024)

CityGuessr: City-Level Video Geo-Localization on a Global Scale
by: Kulkarni, Parth Parag, et al.
Published: (2024)

PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild
by: Yuan, Kun, et al.
Published: (2024)

StretchySnake: Flexible SSM Training Unlocks Action Recognition Across Spatio-Temporal Scales
by: Siddiqui, Nyle, et al.
Published: (2025)

Attend Locally, Remember Linearly: Linear Attention as Cross-Frame Memory for Autoregressive Video Diffusion
by: Li, Kunyang, et al.
Published: (2026)

Seeing to Ground: Visual Attention for Hallucination-Resilient MDLLMs
by: Narnaware, Vishal, et al.
Published: (2026)

Temporally Consistent Referring Video Object Segmentation with Hybrid Memory
by: Miao, Bo, et al.
Published: (2024)

Pre-Trained Video Generative Models as World Simulators
by: He, Haoran, et al.
Published: (2025)

VRR-QA: Visual Relational Reasoning in Videos Beyond Explicit Cues
by: Swetha, Sirnam, et al.
Published: (2025)

BalancedDPO: Adaptive Multi-Metric Alignment
by: Tamboli, Dipesh, et al.
Published: (2025)

Visual Content Detection in Educational Videos with Transfer Learning and Dataset Enrichment
by: Biswas, Dipayan, et al.
Published: (2025)

VidTAG: Temporally Aligned Video to GPS Geolocalization with Denoising Sequence Prediction at a Global Scale
by: Kulkarni, Parth Parag, et al.
Published: (2026)

GVD: Guiding Video Diffusion Model for Scalable Video Distillation
by: Li, Kunyang, et al.
Published: (2025)

Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset
by: Rehman, Abdul, et al.
Published: (2025)

CytoCLIP: Learning Cytoarchitectural Characteristics in Developing Human Brain Using Contrastive Language Image Pre-Training
by: Ta, Pralaypati, et al.
Published: (2026)

ViLL-E: Video LLM Embeddings for Retrieval
by: Gupta, Rohit, et al.
Published: (2026)

A Temporal Modeling Framework for Video Pre-Training on Video Instance Segmentation
by: Zhong, Qing, et al.
Published: (2025)

Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models
by: Chen, Chen, et al.
Published: (2025)

Exploring Local Memorization in Diffusion Models via Bright Ending Attention
by: Chen, Chen, et al.
Published: (2024)

Learnability-Guided Diffusion for Dataset Distillation
by: Chan-Santiago, Jeffrey A., et al.
Published: (2026)

Learning Long-form Video Prior via Generative Pre-Training
by: Xie, Jinheng, et al.
Published: (2024)

Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training
by: Reddy, Arun, et al.
Published: (2023)

Sparse Points to Dense Clouds: Enhancing 3D Detection with Limited LiDAR Data
by: Kumar, Aakash, et al.
Published: (2024)

Disentangling Fine-Tuning from Pre-Training in Visual Captioning with Hybrid Markov Logic
by: Shah, Monika, et al.
Published: (2025)

Lecture Video Visual Objects (LVVO) Dataset: A Benchmark for Visual Object Detection in Educational Videos
by: Biswas, Dipayan, et al.
Published: (2025)