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Mehdi Mirzapour's Projects

jdm_graph_embedding icon jdm_graph_embedding

This repository introduced RezoJDM15K a French Knowledge Graph Dataset and is no longer maintained. Find the new dataset RezoJDM16K at: https://github.com/ContentSide/French_Knowledge_Graph

jmvae_2 icon jmvae_2

Implemented VAE, JMVAE, CAVE with pytorch

jmvae_3 icon jmvae_3

Gym Environment for training Joint Multi-Modal Autoencoder

kge icon kge

Some papers on Knowledge Graph Embedding(KGE)

low-rank-multimodal-fusion icon low-rank-multimodal-fusion

This is the repository for "Efficient Low-rank Multimodal Fusion with Modality-Specific Factors", Liu and Shen, et. al. ACL 2018

modern-srwm icon modern-srwm

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop)

mtfn-rr-pytorch-code icon mtfn-rr-pytorch-code

The offical code for paper "Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking", ACM Multimedia 2019 Oral

munit icon munit

Multimodal Unsupervised Image-to-Image Translation

nerc-fr icon nerc-fr

NERC-fr: Supervised Named Entity Recognition for French

nnet icon nnet

Neural networks in NumPy/Cython

openke icon openke

An Open-Source Package for Knowledge Embedding (KE)

persian_poems_corpus icon persian_poems_corpus

We have collected, cleaned, and prepared most of Persian Poems for NLP tasks. List of stopwords is also provided.

pointer_summarizer icon pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

pytorch-gat icon pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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