e-apostolidis / 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)
☆11Updated last year
Alternatives and similar repositories for XAI-SUM:
Users that are interested in XAI-SUM are comparing it to the libraries listed below
- A PyTorch Implementation of CA-SUM from "Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of …☆29Updated 2 years ago
- Deep learning model for supervised video summarization called Multi Source Visual Attention (MSVA)☆44Updated last year
- Code for paper, "TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency" ECCV 2022☆38Updated 2 years ago
- Pytorch code for paper Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization☆21Updated 2 years ago
- A PyTorch Implementation of PGL-SUM from "Combining Global and Local Attention with Positional Encoding for Video Summarization" (IEEE IS…☆88Updated 2 years ago
- Pytorch implementation for "Progressive Video Summarization via Multimodal Self-supervised Learning"☆33Updated 2 years ago
- Source code for the paper "Unsupervised Video Summarization via Multi-source Features" published at ICMR 2021☆21Updated 2 years ago
- Video Summarization With Spatiotemporal Vision Transformer☆21Updated last year
- Pytorch implementation of DSR-RL for Video Summarization Task☆10Updated 3 years ago
- A PyTorch Implementation of SUM-GAN-AAE from "Unsupervised Video Summarization via Attention-Driven Adversarial Learning" (MMM 2020)☆51Updated 2 years ago
- A PyTorch Implementation of AC-SUM-GAN from "AC-SUM-GAN: Connecting Actor-Critic and Generative Adversarial Networks for Unsupervised Vid…☆29Updated 2 years ago
- A python implementation for computing the PoR metric for video summarization from "Performance over Random: A Robust Evaluation Protocol …☆10Updated 2 years ago
- https://layer6ai-labs.github.io/xpool/☆121Updated last year
- [ICCV2021] Generic Event Boundary Detection: A Benchmark for Event Segmentation☆68Updated 3 years ago
- This is the implementation of the paper Video Summarization by Learning from Unpaired Data(CVPR2019)☆37Updated 5 years ago
- [CVPR2022] Official code for Hierarchical Modular Network for Video Captioning. Our proposed HMN is implemented with PyTorch.☆52Updated 2 years ago
- The official implementation of 'Align and Attend: Multimodal Summarization with Dual Contrastive Losses' (CVPR 2023)☆75Updated last year
- A Video Summarization framework for implementation and benchmark of Deep Learning models☆34Updated 6 months ago
- Weakly Supervised Video Moment Retrieval from Text Queries☆42Updated 4 years ago
- Dense Regression Network for Video Grounding (CVPR2020)☆50Updated 4 years ago
- Hierarchical Video-Moment Retrieval and Step-Captioning (CVPR 2023)☆100Updated 2 months ago
- Papers, codes collection of video summarization / video highlight detection / video key frame selection☆35Updated 3 years ago
- [CVPR'22 Oral] Temporal Alignment Networks for Long-term Video. Tengda Han, Weidi Xie, Andrew Zisserman.☆116Updated last year
- Video Corpus Moment Retrieval with Contrastive Learning (SIGIR 2021)☆57Updated 3 years ago
- ☆20Updated 2 years ago
- [TMM 2023] VideoXum: Cross-modal Visual and Textural Summarization of Videos☆43Updated 11 months ago
- [arXiv22] Disentangled Representation Learning for Text-Video Retrieval☆96Updated 2 years ago
- Graph Convolutional Module for Temporal Action Localization in Videos☆10Updated 4 years ago
- Fusional approaches for temporal action localization in untrimmed videos☆36Updated 2 years ago
- paper list on Video Moment Retrieval (VMR), or Natural Language Video Localization (NLVL), or Temporal Sentence Grounding in Videos (TSGV…☆31Updated 2 years ago