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@IDT-ITI

Intelligent Digital Transformation Laboratory

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  1. MMFusion-IML MMFusion-IML Public

    Code and trained models for our paper: K. Triaridis, V. Mezaris, "Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM …

    Python 67 8

  2. CA-SUM-360 CA-SUM-360 Public

    A PyTorch implementation of our method from "An Integrated System for Spatio-Temporal Summarization of 360-degrees Videos", Proc. MMM 2024

    Python 5 2

  3. Lightweight-Face-Detector-Pruning Lightweight-Face-Detector-Pruning Public

    Code and pruned models for our paper: K. Gkrispanis, N. Gkalelis, V. Mezaris, "Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion", Proc. IEEE/CVF Winter Conference on …

    Python 13 2

Repositories

Showing 7 of 7 repositories
  • T-TAME Public

    Scripts and trained models from our paper: M. Ntrougkas, N. Gkalelis, V. Mezaris, "T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers", IEEE Access, 2024. DOI:10.1109/ACCESS.2024.3405788.

    IDT-ITI/T-TAME’s past year of commit activity
    Python 1 0 0 0 Updated Sep 18, 2024
  • 360-VSumm Public

    Dataset and scripts for paper "A Human-Annotated Video Dataset for Training and Evaluation of 360-Degree Video Summarization Methods", Proc. 1st Int. Workshop on Video for Immersive Experiences (Video4IMX-2024) at ACM IMX 2024, Stockholm, Sweden, June 2024.

    IDT-ITI/360-VSumm’s past year of commit activity
    Python 1 1 0 0 Updated Jul 1, 2024
  • Visual-Audio-Discrepancy-Detection Public

    Materials for our paper: K. Apostolidis, J. Abesser, L. Cuccovillo, V. Mezaris, "Visual and audio scene classification for detecting discrepancies in video: a baseline method and experimental protocol", Proc. ACM Int. Workshop on Multimedia AI against Disinformation (MAD’24) at the ACM Int. Conf. on Multimedia Retrieval (ICMR’24)

    IDT-ITI/Visual-Audio-Discrepancy-Detection’s past year of commit activity
    Python 0 0 0 0 Updated Jun 7, 2024
  • CA-SUM-360 Public

    A PyTorch implementation of our method from "An Integrated System for Spatio-Temporal Summarization of 360-degrees Videos", Proc. MMM 2024

    IDT-ITI/CA-SUM-360’s past year of commit activity
    Python 5 2 0 0 Updated May 30, 2024
  • XAI-Deepfakes Public

    Code, model and data for our paper: K. Tsigos, E. Apostolidis, S. Baxevanakis, S. Papadopoulos, V. Mezaris, "Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection", Proc. ACM Int. Workshop on Multimedia AI against Disinformation (MAD’24) at the ACM Int. Conf. on Multimedia Retrieval (ICMR’24), Thailand, June 2024.

    IDT-ITI/XAI-Deepfakes’s past year of commit activity
    Python 3 2 1 0 Updated May 29, 2024
  • Lightweight-Face-Detector-Pruning Public

    Code and pruned models for our paper: K. Gkrispanis, N. Gkalelis, V. Mezaris, "Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion", Proc. IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW 2024), Waikoloa, Hawaii, USA, Jan. 2024. Repository updated in April 2024.

    IDT-ITI/Lightweight-Face-Detector-Pruning’s past year of commit activity
    Python 13 2 0 0 Updated May 8, 2024
  • MMFusion-IML Public

    Code and trained models for our paper: K. Triaridis, V. Mezaris, "Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM 2024), Amsterdam, NL, Jan.-Feb. 2024.

    IDT-ITI/MMFusion-IML’s past year of commit activity
    Python 67 8 8 0 Updated Apr 1, 2024

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