conftrace_

artifact detection

23 papers

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Co-occurring keywords

anomaly detection (747) deepfake detection (174) generative model (2892) image forensics (62) image generation (2073) diffusion model (3751) benchmark dataset (635) image quality assessment (100) generative adversarial network (1944) generative ai (82)

Papers

GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts WACV 2026
EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits ACL 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating ICCV 2025
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection ICCV 2025
Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions ICCV 2025
CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI CVPR 2025
D^3: Scaling Up Deepfake Detection by Learning from Discrepancy CVPR 2025
Temporal Score Analysis for Understanding and Correcting Diffusion Artifacts CVPR 2025
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024
Reference-Based Restoration of Digitized Analog Videotapes WACV 2024
ManiFPT: Defining and Analyzing Fingerprints of Generative Models CVPR 2024
A New Benchmark and Model for Challenging Image Manipulation Detection AAAI 2024
Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion INTERSPEECH 2023
Perceptual Artifacts Localization for Image Synthesis Tasks ICCV 2023
Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection CVPR 2023
An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks AAAI 2022
Partial-input baselines show that NLI models can ignore context, but they don’t. NAACL 2022
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema EMNLP 2021
Leveraging Frequency Analysis for Deep Fake Image Recognition ICML 2020
DeepErase: Weakly Supervised Ink Artifact Removal in Document Text Images WACV 2020
Reverse Engineering Configurations of Neural Text Generation Models ACL 2020
Self-Supervised Feature Learning by Learning to Spot Artifacts CVPR 2018
Probabilistic detection of short events, with application to critical care monitoring NIPS 2008