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PGL-SUM
A PyTorch Implementation of PGL-SUM from "Combining Global and Local Attention with Positional Encoding for Video Summarization" (IEEE ISM 2021)SUM-GAN-AAE
A PyTorch Implementation of SUM-GAN-AAE from "Unsupervised Video Summarization via Attention-Driven Adversarial Learning" (MMM 2020)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 2022AC-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)Video-Thumbnail-Selector
A PyTorch Implementation of the Video Thumbnail Selector from "Combining Adversarial and Reinforcement Learning for Video Thumbnail Selection" (ACM ICMR 2021)XAI-SUM
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)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)Love Open Source and this site? Check out how you can help us