Repositories list

• 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.

  deep-learningcnnattention-mechanism+ 4explainable-aixaimodel-interpretabilityvision-transformer

  Python

  •0•1•0•0•Updated Sep 18, 2024Sep 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.

  deep-neural-networksvideosummarization+ 3attention-mechanism360-videoannotation-tool

  Python

  •1•1•0•0•Updated Jul 1, 2024Jul 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)

  self-attentionaudio-visual-forensicsaudio-visual-scene-classification+ 1content-verification

  Python

  •0•0•0•0•Updated Jun 7, 2024Jun 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

  Python

  •2•5•0•0•Updated May 30, 2024May 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.

  evaluation-frameworkadversarial-attacksexplainable-ai+ 2visual-explanationsdeepfake-detection

  Python

  •2•3•1•0•Updated May 29, 2024May 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.

  Python

  •2•13•0•0•Updated May 8, 2024May 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.

  Python

  •8•67•8•0•Updated Apr 1, 2024Apr 1, 2024