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@multimodal-machine-learning Multimodal Machine Learning Group (MMLG)

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    19 repositories

    • multimodal-ml-reading-list

      Public
      Reading list for research topics in multimodal machine learning
      MIT License
      •850•8•0•0•Updated Mar 14, 2023Mar 14, 2023

    • iPerceive

      Public
      Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention
      Python
      •
      MIT License
      •20•1•0•0•Updated Nov 10, 2020Nov 10, 2020

    • CVSE

      Public
      The official source code for the paper Consensus-Aware Visual-Semantic Embedding for Image-Text Matching (ECCV 2020)
      Python
      •19•0•0•0•Updated Oct 21, 2020Oct 21, 2020

    • Video-guided-Machine-Translation

      Public
      Starter code for the VMT task and challenge
      Python
      •4•0•0•0•Updated Jul 29, 2020Jul 29, 2020

    • Multimodal-Emotion-Recognition

      Public
      A real time Multimodal Emotion Recognition web app for text, sound and video inputs
      Jupyter Notebook
      •
      Apache License 2.0
      •285•2•0•0•Updated Jul 6, 2020Jul 6, 2020

    • Grounding_in_Dialogue

      Public
      ACL 2020 Tutorial by Malihe Alikhani and Matthew Stone
      3•0•0•0•Updated Jun 29, 2020Jun 29, 2020

    • awesome-multimodal-knowledge-graph

      Public
      A curated list of awesome papers, datasets and tutorials within Multimodal Knowledge Graph.
      TeX
      •
      MIT License
      •43•1•0•0•Updated Feb 5, 2020Feb 5, 2020

    • awesome-multimodal-machine-translation

      Public
      A curated list of awesome papers, datasets and tutorials within Multimodal Machine Learning.
      TeX
      •4•0•0•0•Updated Feb 2, 2020Feb 2, 2020

    • Multimodal-Transformer

      Public
      [ACL'19] [PyTorch] Multimodal Transformer
      Python
      •151•0•0•0•Updated Dec 12, 2019Dec 12, 2019

    • visualbert

      Public
      Code for the paper "VisualBERT: A Simple and Performant Baseline for Vision and Language"
      Python
      •
      Other
      •104•0•0•0•Updated Nov 2, 2019Nov 2, 2019

    • MTN

      Public
      Code for the paper Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems (ACL19)
      Python
      •
      MIT License
      •25•0•0•0•Updated Oct 19, 2019Oct 19, 2019

    • how2-dataset

      Public
      This repository contains code and metadata of How2 dataset
      Python
      •17•0•0•0•Updated Oct 7, 2019Oct 7, 2019

    • lxmert

      Public
      PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".
      Python
      •
      MIT License
      •158•0•0•0•Updated Sep 27, 2019Sep 27, 2019

    • pythia

      Public
      A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
      Python
      •
      Other
      •935•0•0•0•Updated Sep 23, 2019Sep 23, 2019

    • vilbert_beta

      Public
      Jupyter Notebook
      •95•0•0•0•Updated Sep 21, 2019Sep 21, 2019

    • nmtpytorch

      Public
      Sequence-to-Sequence Framework in PyTorch
      Jupyter Notebook
      •
      Other
      •51•0•0•0•Updated Aug 12, 2019Aug 12, 2019

    • multimodal-sentiment-analysis

      Public
      Attention-based multimodal fusion for sentiment analysis
      Python
      •
      MIT License
      •75•0•0•0•Updated Jan 12, 2019Jan 12, 2019

    • contextual-multimodal-fusion

      Public
      Contextual inter modal attention for multimodal sentiment analysis
      Python
      •
      MIT License
      •8•0•0•0•Updated Dec 13, 2018Dec 13, 2018

    • MultimodalNMT

      Public
      Python
      •
      MIT License
      •1•1•0•0•Updated Jul 20, 2018Jul 20, 2018