Retrieval-Driven Training-Free AI-Generated Video Attribution | Paper Citation Record

Observation 41d4e5cd-6036-49d3-9568-8e7f25a980ee · outbound

This paper cites Ai-generated video de- tection via spatio-temporal anomaly learning, 2024.

Retrieval-Driven Training-Free AI-Generated Video Attribution Ai-generated video de- tection via spatio-temporal anomaly learning, 2024

Reference 1

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Observation fe4ffaa5-9613-4e83-93ac-287205865f14 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

Retrieval-Driven Training-Free AI-Generated Video Attribution Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 2

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Observation 8218814d-6968-4106-94c6-f60fd064bf39 · outbound

This paper cites DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark.

Retrieval-Driven Training-Free AI-Generated Video Attribution DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark

Reference 3

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Observation 91d7b5e8-339c-4c31-8f7d-b0d819ead46b · outbound

This paper cites VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models.

Retrieval-Driven Training-Free AI-Generated Video Attribution VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models

Reference 4

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Observation 0ee37193-ca13-460d-a3b3-aebef4b19d2b · outbound

This paper cites Adnet: Delving into generalizable deepfake detection via adaptive expert selection and discrepancy learning.Pattern Recognition, 173:112755, 2026.

Retrieval-Driven Training-Free AI-Generated Video Attribution Adnet: Delving into generalizable deepfake detection via adaptive expert selection and discrepancy learning.Pattern Recognition, 173:112755, 2026

Reference 5

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Observation dec4d007-752d-43f3-8aae-56b5cdc2bbe7 · outbound

This paper cites A Single Simple Patch is All You Need for AI-generated Image Detection.

Retrieval-Driven Training-Free AI-Generated Video Attribution A Single Simple Patch is All You Need for AI-generated Image Detection

Reference 6

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Observation 78c2d304-8964-4529-bef9-31aeea625ef9 · outbound

This paper cites Seine: Short-to-long video diffu- sion model for generative transition and prediction.

Retrieval-Driven Training-Free AI-Generated Video Attribution Seine: Short-to-long video diffu- sion model for generative transition and prediction

Reference 7

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Observation a8099da2-e080-4690-9e73-0fb6ce25cfa1 · outbound

This paper cites Video Seal: Open and Efficient Video Watermarking.

Retrieval-Driven Training-Free AI-Generated Video Attribution Video Seal: Open and Efficient Video Watermarking

Reference 8

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Observation f1362c32-ee2d-4681-8406-bee3f7f49552 · outbound

This paper cites Leveraging fre- quency analysis for deep fake image recognition.

Retrieval-Driven Training-Free AI-Generated Video Attribution Leveraging fre- quency analysis for deep fake image recognition

Reference 9

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Observation 0bd2a68e-63db-46e1-86e2-2d4789271267 · outbound

This paper cites Pid: Generalized ai-generated images detection with pixelwise decomposition residuals.

Retrieval-Driven Training-Free AI-Generated Video Attribution Pid: Generalized ai-generated images detection with pixelwise decomposition residuals

Reference 10

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Observation fa0a41e3-f516-4546-9baf-ad79455e0683 · outbound

This paper cites Towards discovery and attribution of open-world gan generated images.

Retrieval-Driven Training-Free AI-Generated Video Attribution Towards discovery and attribution of open-world gan generated images

Reference 11

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Observation 1393ae7b-90b7-4926-85f6-b38dc09373c4 · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to- Image Diffusion Models without Specific Tuning.

Retrieval-Driven Training-Free AI-Generated Video Attribution AnimateDiff: Animate Your Personalized Text-to- Image Diffusion Models without Specific Tuning

Reference 12

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Observation ae5a60cc-7fff-49b5-b4cf-1a3c3dbf637d · outbound

This paper cites LTX-Video: Realtime Video Latent Diffusion.

Retrieval-Driven Training-Free AI-Generated Video Attribution LTX-Video: Realtime Video Latent Diffusion

Reference 13

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Observation 1f4d2ad7-bcba-4c6b-ba38-e896e75e24fc · outbound

This paper cites Deep residual learning for image recognition.

Retrieval-Driven Training-Free AI-Generated Video Attribution Deep residual learning for image recognition

Reference 14

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Observation ed807a76-52ac-484c-ab35-d7790903ced7 · outbound

This paper cites Exposing ai-generated videos: A benchmark dataset and a local-and-global temporal defect based detec- tion method, 2024.

Retrieval-Driven Training-Free AI-Generated Video Attribution Exposing ai-generated videos: A benchmark dataset and a local-and-global temporal defect based detec- tion method, 2024

Reference 15

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Observation e021949d-55db-4514-a96d-4863290ccfd1 · outbound

This paper cites CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers.

Retrieval-Driven Training-Free AI-Generated Video Attribution CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers

Reference 16

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Observation 71ee3629-91d6-425c-81d0-a5cddcc25f44 · outbound

This paper cites VideoShield: Regulating Diffusion-based Video Generation Models via Watermark- ing.

Retrieval-Driven Training-Free AI-Generated Video Attribution VideoShield: Regulating Diffusion-based Video Generation Models via Watermark- ing

Reference 17

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Observation 5018d3aa-5d67-4222-bbcd-e596e7b7973a · outbound

This paper cites VideoMark: A Distortion-Free Robust Watermarking Framework for Video Diffusion Models.arXiv preprint arXiv:2504.16359, 2025.

Retrieval-Driven Training-Free AI-Generated Video Attribution VideoMark: A Distortion-Free Robust Watermarking Framework for Video Diffusion Models.arXiv preprint arXiv:2504.16359, 2025

Reference 18

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Observation 1543b20b-918f-4287-be14-23ba713e5ac6 · outbound

This paper cites Distinguish any fake videos: Unleashing the power of large-scale data and motion features, 2024.

Retrieval-Driven Training-Free AI-Generated Video Attribution Distinguish any fake videos: Unleashing the power of large-scale data and motion features, 2024

Reference 19

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Observation 968d524f-981c-4deb-be75-3dd5f8467a52 · outbound

This paper cites Detecting the Abuse of Genera- tive AI in Cybersecurity Contexts: Challenges, Frameworks, and Solutions.Journal of Data Analysis and Critical Man- agement, 1(03):1–12, 2025.

Retrieval-Driven Training-Free AI-Generated Video Attribution Detecting the Abuse of Genera- tive AI in Cybersecurity Contexts: Challenges, Frameworks, and Solutions.Journal of Data Analysis and Critical Man- agement, 1(03):1–12, 2025

Reference 20

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Observation 332841e1-4c8f-4549-9d6c-62d0820ccdad · outbound

This paper cites Text2video-zero: Text- to-image diffusion models are zero-shot video generators.

Retrieval-Driven Training-Free AI-Generated Video Attribution Text2video-zero: Text- to-image diffusion models are zero-shot video generators

Reference 21

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Observation a523307c-03dc-4e4f-9683-5770ed6a35ad · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

Retrieval-Driven Training-Free AI-Generated Video Attribution HunyuanVideo: A Systematic Framework For Large Video Generative Models

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Observation b5c114cb-f54c-4b86-acd0-687ccee51e9e · outbound

This paper cites Roy-Chowdhury.

Retrieval-Driven Training-Free AI-Generated Video Attribution Roy-Chowdhury

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Observation 04db316f-6c8d-4488-9ff0-20ad3d9e4dc1 · outbound

This paper cites Roy-Chowdhury.

Retrieval-Driven Training-Free AI-Generated Video Attribution Roy-Chowdhury

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Observation 073c1ccf-b3fc-4a70-927c-825dc2d41c62 · outbound

This paper cites Exposing DeepFake Videos By Detecting Face Warping Artifacts.

Retrieval-Driven Training-Free AI-Generated Video Attribution Exposing DeepFake Videos By Detecting Face Warping Artifacts

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Observation 64d56034-8520-499e-8b11-98673be42565 · outbound

This paper cites Structure searchable net- work model for deepfake image detection.Pattern Recogni- tion, 179:113813, 2026.

Retrieval-Driven Training-Free AI-Generated Video Attribution Structure searchable net- work model for deepfake image detection.Pattern Recogni- tion, 179:113813, 2026

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Observation afde3e79-2a47-4a59-8be2-dee959123b99 · outbound

This paper cites DVMark: A Deep Multiscale Framework for Video Watermarking.IEEE Transactions on Image Processing, 2023.

Retrieval-Driven Training-Free AI-Generated Video Attribution DVMark: A Deep Multiscale Framework for Video Watermarking.IEEE Transactions on Image Processing, 2023

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Observation d08a136b-85b4-4c8a-a2c8-25ec90a6b775 · outbound

This paper cites Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model.

Retrieval-Driven Training-Free AI-Generated Video Attribution Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

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Observation 00674fa1-35bd-4647-a68b-11124d3e5a64 · outbound

This paper cites Detecting ai-generated video via frame consistency, 2025.

Retrieval-Driven Training-Free AI-Generated Video Attribution Detecting ai-generated video via frame consistency, 2025

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Observation 811aa333-e0ea-47a9-9bd1-f460a3fe549a · outbound

This paper cites Exploring transferable inconsistencies with re- gional guidance for reference-based deepfake detection.Pat- tern Recognition, 179:113795, 2026.

Retrieval-Driven Training-Free AI-Generated Video Attribution Exploring transferable inconsistencies with re- gional guidance for reference-based deepfake detection.Pat- tern Recognition, 179:113795, 2026

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Observation 62794b81-ff45-42ef-9271-311c9182c1a8 · outbound

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Retrieval-Driven Training-Free AI-Generated Video Attribution Genvidbench: A challenging benchmark for detecting ai-generated video, 2025

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Observation 40ed001c-75cb-42f8-9d80-47233e918164 · outbound

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Retrieval-Driven Training-Free AI-Generated Video Attribution VGMShield: Mitigating Misuse of Video Generative Models

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Observation 6d4a64b2-666c-4bff-9ece-1508e25169f1 · outbound

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Retrieval-Driven Training-Free AI-Generated Video Attribution Towards Understanding Unsafe Video Generation

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Observation 7965dfdc-1adf-4ea6-bb91-0c5a766f3a11 · outbound

This paper cites an unresolved cited work.

Retrieval-Driven Training-Free AI-Generated Video Attribution Unresolved cited work

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Retrieval-Driven Training-Free AI-Generated Video Attribution Faceforen- sics++: Learning to detect manipulated facial images

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Retrieval-Driven Training-Free AI-Generated Video Attribution Recurrent convo- lutional strategies for face manipulation detection in videos

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Observation 1b8deec1-93c7-4aa8-a055-bda2ad258ccf · outbound

This paper cites AI-generated footage falsely used to show ’af- termath’ of Philippines earthquake.https://spotlight.ebu.ch/,.

Retrieval-Driven Training-Free AI-Generated Video Attribution AI-generated footage falsely used to show ’af- termath’ of Philippines earthquake.https://spotlight.ebu.ch/,

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Retrieval-Driven Training-Free AI-Generated Video Attribution Morph studio.https : / / www

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Retrieval-Driven Training-Free AI-Generated Video Attribution A closer look at spatiotemporal convolutions for action recognition

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Retrieval-Driven Training-Free AI-Generated Video Attribution Vript: A video is worth thousands of words

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Retrieval-Driven Training-Free AI-Generated Video Attribution Beyond deepfake images: Detecting ai-generated videos

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Retrieval-Driven Training-Free AI-Generated Video Attribution Wan: Open and Advanced Large-Scale Video Generative Models

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Retrieval-Driven Training-Free AI-Generated Video Attribution Swift: Sliding window reconstruction for few-shot training-free generated video attribution, 2026

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Retrieval-Driven Training-Free AI-Generated Video Attribution Lota: Bit-planes guided ai-generated image de- tection

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Retrieval-Driven Training-Free AI-Generated Video Attribution ModelScope Text-to-Video Technical Report

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Retrieval-Driven Training-Free AI-Generated Video Attribution Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation

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Retrieval-Driven Training-Free AI-Generated Video Attribution Where did i come from? origin attribution of ai-generated images.Advances in neural information pro- cessing systems, 36:74478–74500, 2023

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Retrieval-Driven Training-Free AI-Generated Video Attribution Musev: Infinite-length and high fidelity virtual human video genera- tion with visual conditioned parallel denoising.arxiv, 2024

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Retrieval-Driven Training-Free AI-Generated Video Attribution Dynamicrafter: Animating open-domain images with video diffusion priors

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Retrieval-Driven Training-Free AI-Generated Video Attribution Video forgery detection with optical flow residuals and spatial-temporal consistency, 2025

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Retrieval-Driven Training-Free AI-Generated Video Attribution Progressive open space ex- pansion for open-set model attribution

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Retrieval-Driven Training-Free AI-Generated Video Attribution Frequency-aware spatiotemporal transformers for video in- painting detection

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Retrieval-Driven Training-Free AI-Generated Video Attribution Mora: Enabling gen- eralist video generation via a multi-agent framework, 2024

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Observation 761ad9da-af31-496c-8337-a6193e6bebd1 · outbound

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Retrieval-Driven Training-Free AI-Generated Video Attribution Robust Invisible Video Watermarking with Attention

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Observation 757dc2a1-658f-48b4-9e0e-52e241e60d80 · outbound

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Retrieval-Driven Training-Free AI-Generated Video Attribution A Novel Deep Video Watermarking Framework with Enhanced Robustness to H

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Retrieval-Driven Training-Free AI-Generated Video Attribution Open-Sora: Democratizing Efficient Video Production for All

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