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Xudong Huang

3 accepted papers

2025

GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization

AAAI 2025technical

The extraordinary ability of generative models emerges as a new trend in image editing and generating realistic images, posing a serious threat to the trustworthiness of multimedia data and driving the research of image manipulation detection and location (IMDL). However, the lack of a large-scale d…

2023

GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image

NeurIPS 2023poster

The extraordinary ability of generative models to generate photographic images has intensified concerns about the spread of disinformation, thereby leading to the demand for detectors capable of distinguishing between AI-generated fake images and real images. However, the lack of large datasets cont…

Cited by 137SourcePDFScholar
2023

RefSR-NeRF: Towards High Fidelity and Super Resolution View Synthesis

CVPR 2023poster

We present Reference-guided Super-Resolution Neural Radiance Field (RefSR-NeRF) that extends NeRF to super resolution and photorealistic novel view synthesis. Despite NeRF's extraordinary success in the neural rendering field, it suffers from blur in high resolution rendering because its inherent mu…

Cited by 40SourcePDFScholar