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The Top 23 Deep Learning Attention Open Source Projects

Open source projects categorized as Deep Learning Attention
Categories > Machine Learning > Attention
Categories > Machine Learning > Deep Learning
Swin Transformer V2 ⭐ 106
PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].
most recent commit 2 years ago
Pytorch Question Answering ⭐ 102
Important paper implementations for Question Answering using PyTorch
most recent commit 4 years ago
Fagan ⭐ 100
A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)
most recent commit 5 years ago
H Transformer 1d ⭐ 100
Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning
total releases 17most recent commit 2 years ago
Adnet ⭐ 99
Attention-guided CNN for image denoising(Neural Networks,2020)
most recent commit a year ago
Tensorflow Font2char2word2sent2doc ⭐ 98
TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension
total releases 11most recent commit 7 years ago
Geoman ⭐ 95
Tensorflow Implement of GeoMAN, IJCAI-18
most recent commit 5 years ago
Machine Learning ⭐ 92
My Attempt(s) In The World Of ML/DL....
most recent commit 6 months ago
Residualattentionnetwork ⭐ 92
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
most recent commit 5 years ago
Tacotron Pytorch ⭐ 90
A Pytorch Implementation of Tacotron: End-to-end Text-to-speech Deep-Learning Model
most recent commit 4 years ago
Transformer_image_caption ⭐ 85
Image Captioning based on Bottom-Up and Top-Down Attention model
most recent commit 5 years ago
100 Days Of Nlp ⭐ 83
most recent commit 4 years ago
Retrieval Regionalattention ⭐ 82
Code for 'Regional Attention Based Deep Feature for Image Retrieval (BMVC 2018)' https://sglab.kaist.ac.kr/RegionalAttention/
most recent commit 5 months ago
Neural Vqa Attention ⭐ 81
❓ Attention-based Visual Question Answering in Torch
most recent commit 7 years ago
Dense Coattention Network ⭐ 81
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering
most recent commit 5 years ago
Intra Bag And Inter Bag Attentions ⭐ 80
Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
most recent commit 4 years ago
Eeg Transformer ⭐ 79
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
most recent commit a year ago
Deeplearningreading ⭐ 78
Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)
most recent commit 8 years ago
Operation Wise Attention Network ⭐ 74
Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions (CVPR 2019)
most recent commit 5 years ago
Transformercpi ⭐ 71
TransformerCPI: Improving compound–protein interaction prediction by sequence-based deep learning with self-attention mechanism and label reversal experiments(BIOINFORMATICS 2020) https://doi.org/10.1093/bioinformatics/btaa524
most recent commit 2 years ago
Hamburger Pytorch ⭐ 70
Pytorch implementation of the hamburger module from the ICLR 2021 paper "Is Attention Better Than Matrix Decomposition"
dependent packages 1total releases 3most recent commit 3 years agopypi hamburger-pytorch} Downloads
Image Caption Generator ⭐ 70
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
most recent commit 4 years ago
Resvit ⭐ 70
Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis
most recent commit a year ago
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