e-apostolidis / XAI-SUMLinks
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
Sorting:
- A PyTorch Implementation of CA-SUM from "Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of …☆30Updated 3 years ago
- Deep learning model for supervised video summarization called Multi Source Visual Attention (MSVA)☆45Updated last year
- A PyTorch Implementation of PGL-SUM from "Combining Global and Local Attention with Positional Encoding for Video Summarization" (IEEE IS…☆89Updated 2 years ago
- Source code for the paper "Unsupervised Video Summarization via Multi-source Features" published at ICMR 2021☆21Updated 3 years ago
- Code for paper, "TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency" ECCV 2022☆38Updated 2 years ago
- [NeurIPS 2021] Moment-DETR code and QVHighlights dataset☆315Updated last year
- https://layer6ai-labs.github.io/xpool/☆125Updated 2 years ago
- [arXiv22] Disentangled Representation Learning for Text-Video Retrieval☆96Updated 3 years ago
- Pytorch code for paper Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization☆21Updated 2 years ago
- [CVPR2022] Official code for Hierarchical Modular Network for Video Captioning. Our proposed HMN is implemented with PyTorch.☆52Updated 2 years ago
- UMT is a unified and flexible framework which can handle different input modality combinations, and output video moment retrieval and/or …☆222Updated last year
- Pytorch implementation of DSR-RL for Video Summarization Task☆12Updated 3 years ago
- Pytorch implementation for "Progressive Video Summarization via Multimodal Self-supervised Learning"☆34Updated 2 years ago
- ☆16Updated last year
- A python implementation for computing the PoR metric for video summarization from "Performance over Random: A Robust Evaluation Protocol …☆10Updated 3 years ago
- Fusional approaches for temporal action localization in untrimmed videos☆36Updated 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 3 years ago
- Video Corpus Moment Retrieval with Contrastive Learning (SIGIR 2021)☆58Updated 3 years ago
- Source code for "Bi-modal Transformer for Dense Video Captioning" (BMVC 2020)☆227Updated 2 years ago
- Official code for "Bridging Video-text Retrieval with Multiple Choice Questions", CVPR 2022 (Oral).☆139Updated 2 years ago
- Research code for CVPR 2022 paper "SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning"☆240Updated 3 years ago
- Hierarchical Video-Moment Retrieval and Step-Captioning (CVPR 2023)☆102Updated 5 months ago
- Unsupervised Film Genre Classification using Spatio-Temporal Contrastive Learning☆32Updated last year
- A PyTorch implementation of state of the art video captioning models from 2015-2019 on MSVD and MSRVTT datasets.☆72Updated last year
- Video Feature Extraction Code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"☆110Updated 4 years ago
- ☆193Updated 2 years ago
- Video Summarization With Spatiotemporal Vision Transformer☆21Updated 2 years ago
- ☆20Updated 2 years ago
- A curated publication list on weakly-supervised temporal action localization☆154Updated last year
- [ECCV2022] A pytorch implementation for TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval☆78Updated 2 years ago