Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision

25 September 2020

Papers citing "Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision"

8 / 8 papers shown

Title
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence Tai D. Nguyen Matthew C. Stamm 131 0 0 26 Mar 2025
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors Jacob Piland A. Czajka Christopher Sweet AAML CVBM 63 0 0 01 Mar 2023
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces T. D. Nguyen Shengbang Fang Matthew C. Stamm 93 11 0 28 Nov 2022
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images Brandon Khoo C. H. Lim Raphaël C.-W. Phan 57 0 0 18 Mar 2022
Detecting GAN-generated Images by Orthogonal Training of Multiple CNNs S. Mandelli Nicolo Bonettini Paolo Bestagini Stefano Tubaro 93 49 0 04 Mar 2022
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 165 278 0 30 Nov 2021
TACTIC: Joint Rate-Distortion-Accuracy Optimisation for Low Bitrate Compression Nikolina Kubiak Simon Hadfield 56 3 0 22 Sep 2021
Analyzing and Mitigating JPEG Compression Defects in Deep Learning Max Ehrlich Larry S. Davis Ser-Nam Lim Abhinav Shrivastava 48 22 0 17 Nov 2020