Discover e-apostolidis/XAI-SUM Open Source project

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Python
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Created about 2 years ago
Updated about 1 year ago

e-apostolidis

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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 the focus of attention" (IEEE ISM 2022)

PGL-SUM

A PyTorch Implementation of PGL-SUM from "Combining Global and Local Attention with Positional Encoding for Video Summarization" (IEEE ISM 2021)

Python

SUM-GAN-AAE

A PyTorch Implementation of SUM-GAN-AAE from "Unsupervised Video Summarization via Attention-Driven Adversarial Learning" (MMM 2020)

Python

CA-SUM

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

Python

AC-SUM-GAN

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)

Python

Video-Thumbnail-Selector

A PyTorch Implementation of the Video Thumbnail Selector from "Combining Adversarial and Reinforcement Learning for Video Thumbnail Selection" (ACM ICMR 2021)

Python

PoR-Summarization-Measure

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)

Python

RL-DiVTS

A PyTorch Implementation of RL-DiVTS from "Selecting a Diverse Set of Aesthetically-Pleasing and Representative Video Thumbnails Using Reinforcement Learning" (ΙΕΕΕ ICIP 2023)

Python

e-apostolidis/XAI-SUM

e-apostolidis

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