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Adv-XAI-Deepfakes Public
Forked from IDT-ITI/Adv-XAI-DeepfakesCode, model and data for our paper: K. Tsigos, E. Apostolidis, V. Mezaris, "Improving the Perturbation-Based Explanation of Deepfake Detectors" Through the Use of Adversarially-Generated Samples", …
Python UpdatedJan 13, 2025 -
XAI-Video-Summaries Public
Forked from IDT-ITI/XAI-Video-SummariesCode, models and data for our paper: K. Tsigos, E. Apostolidis, V. Mezaris, "An Integrated Framework for Multi-Granular Explanation of Video Summarization", Frontiers in Signal Processing, vol. 4, …
Python UpdatedJan 7, 2025 -
360-VSumm Public
Forked from IDT-ITI/360-VSummDataset 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 (Vi…
Python UpdatedJun 11, 2024 -
XAI-Deepfakes Public
Forked from IDT-ITI/XAI-DeepfakesCode, 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.…
Python UpdatedMay 29, 2024 -
CA-SUM-360 Public
Forked from IDT-ITI/CA-SUM-360A PyTorch implementation of our method from "An Integrated System for Spatio-Temporal Summarization of 360-degrees Videos", Proc. MMM 2024
Python UpdatedDec 16, 2023 -
XAI-SUM Public
A PyTorch implementation of the software used in: "A study on the use of attention for explaining video summarization" (NarSUM Workshop at ACM MM 2023) and "Explaining video summarization based on …
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RL-DiVTS Public
A PyTorch Implementation of RL-DiVTS from "Selecting a Diverse Set of Aesthetically-Pleasing and Representative Video Thumbnails Using Reinforcement Learning" (ΙΕΕΕ ICIP 2023)
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PGL-SUM Public
A PyTorch Implementation of PGL-SUM from "Combining Global and Local Attention with Positional Encoding for Video Summarization" (IEEE ISM 2021)
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CA-SUM Public
A PyTorch Implementation of CA-SUM from "Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of the Video Frames", Proc. ACM ICMR 2022
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Video-Thumbnail-Selector Public
A PyTorch Implementation of the Video Thumbnail Selector from "Combining Adversarial and Reinforcement Learning for Video Thumbnail Selection" (ACM ICMR 2021)
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AC-SUM-GAN Public
A PyTorch Implementation of AC-SUM-GAN from "AC-SUM-GAN: Connecting Actor-Critic and Generative Adversarial Networks for Unsupervised Video Summarization" (IEEE TCSVT 2021)
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SUM-GAN-AAE Public
A PyTorch Implementation of SUM-GAN-AAE from "Unsupervised Video Summarization via Attention-Driven Adversarial Learning" (MMM 2020)
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SUM-GAN-sl Public
Forked from j-min/Adversarial_Video_SummaryA PyTorch Implementation of SUM-GAN-sl from "A Stepwise, Label-based Approach for Improving the Adversarial Training in Unsupervised Video Summarization" (AI4TV Workshop at ACM MM 2019)
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PoR-Summarization-Measure Public
A python implementation for computing the PoR metric for video summarization from "Performance over Random: A Robust Evaluation Protocol for Video Summarization Methods" (ACM MM 2020)
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