e-apostolidis / XAI-SUMView external linksLinks
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)
☆11Oct 20, 2023Updated 2 years ago
Alternatives and similar repositories for XAI-SUM
Users that are interested in XAI-SUM are comparing it to the libraries listed below
Sorting:
- A PyTorch Implementation of CA-SUM from "Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of …☆31Jun 29, 2022Updated 3 years ago
- A python implementation for computing the PoR metric for video summarization from "Performance over Random: A Robust Evaluation Protocol …☆10May 4, 2022Updated 3 years ago
- Pytorch implementation of DSR-RL for Video Summarization Task☆12Aug 30, 2021Updated 4 years ago
- A PyTorch Implementation of AC-SUM-GAN from "AC-SUM-GAN: Connecting Actor-Critic and Generative Adversarial Networks for Unsupervised Vid…☆28May 4, 2022Updated 3 years ago
- Deep learning model for supervised video summarization called Multi Source Visual Attention (MSVA)☆47Mar 21, 2024Updated last year
- Video Summarization With Spatiotemporal Vision Transformer☆23Jul 5, 2023Updated 2 years ago
- Pytorch implementation for "Progressive Video Summarization via Multimodal Self-supervised Learning"☆36Aug 26, 2025Updated 5 months ago
- This is the implementation of the paper Video Summarization by Learning from Unpaired Data(CVPR2019)☆37Sep 5, 2019Updated 6 years ago
- Code for paper, "TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency" ECCV 2022☆39Feb 17, 2023Updated 2 years ago
- A PyTorch Implementation of PGL-SUM from "Combining Global and Local Attention with Positional Encoding for Video Summarization" (IEEE IS…☆91Jan 30, 2023Updated 3 years ago
- Multi-modal transformer approach for natural language query based joint video summarization and highlight detection☆17May 23, 2024Updated last year
- Pytorch code for paper Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization☆21Jan 7, 2023Updated 3 years ago
- A computing solution based on deep learning that allows the efficient generation of keyshot type spotlights from videos.☆19Jan 13, 2022Updated 4 years ago
- Source code for the paper "Unsupervised Video Summarization via Multi-source Features" published at ICMR 2021☆21Apr 5, 2022Updated 3 years ago
- 100% Simplest reactive charts for the Vue.js☆12Jan 3, 2023Updated 3 years ago
- A PyTorch reimplementation of FCSN in paper "Video Summarization Using Fully Convolutional Sequence Networks"☆117Jun 20, 2023Updated 2 years ago
- ☆11Jun 20, 2023Updated 2 years ago
- SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation (ICCV 2025)☆14Sep 26, 2025Updated 4 months ago
- A Video Summarization framework for implementation and benchmark of Deep Learning models☆33Sep 9, 2024Updated last year
- [CVPR 2024] MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos☆37Jan 29, 2025Updated last year
- 🧩 Force Overleaf editor and preview to display top-bottom instead of side-by-side. 强制Overleaf编辑区和预览区纵向显示插件☆18Jan 28, 2026Updated 2 weeks ago
- Superpixel for CIFAR dataset☆11Sep 9, 2022Updated 3 years ago
- FIWARE 507: Cloud-Edge Processing☆13Jan 27, 2026Updated 2 weeks ago
- ☆11Apr 20, 2023Updated 2 years ago
- Papers, codes collection of video summarization / video highlight detection / video key frame selection☆37Jul 16, 2021Updated 4 years ago
- Total copy number inference from single-cell RNA and ATAC sequing with cell clustering☆11Oct 31, 2024Updated last year
- [CVPR'25] AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data☆17Mar 27, 2025Updated 10 months ago
- The ScriptBase Corpus☆47May 17, 2018Updated 7 years ago
- This repo contains the Pytorch implementation of the AAAI'18 paper - Deep Reinforcement Learning for Unsupervised Video Summarization wit…☆11Jun 5, 2023Updated 2 years ago
- Assist Non-native Viewers: Multimodal Crosslingual Summarization for How2 Videos☆10Sep 2, 2024Updated last year
- [XAI4CV CVPR 2023] Towards Evaluating Explanations of Vision Transformers for Medical Imaging☆10Dec 1, 2023Updated 2 years ago
- The implement of LLMTreeRec☆14Dec 9, 2024Updated last year
- [IEEE TCSVT] Preprocessing Enhanced Image Compression for Machine Vision☆15Mar 23, 2025Updated 10 months ago
- This repo contains the official implementation of the paper "Attention, Please! Revisiting Attentive Probing Through the Lens of Efficien…☆16Oct 7, 2025Updated 4 months ago
- Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence☆10Nov 25, 2021Updated 4 years ago
- [ECCVW/TWYN 2024 - Best Workshop Paper] Are CLIP features all you need for Universal Synthetic Image Origin Attribution?☆12Feb 1, 2025Updated last year
- IMPLEMENT AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)☆43Oct 15, 2021Updated 4 years ago
- The official implementation of 'Align and Attend: Multimodal Summarization with Dual Contrastive Losses' (CVPR 2023)☆85Apr 24, 2023Updated 2 years ago
- Official implementation of the paper "Embed Progressive Implicit Preference in Unified Space for Deep Collaborative Filtering"☆20Jun 22, 2025Updated 7 months ago