Medical TransformerPytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"
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Mutual labels: attention, segmentation
Multimodal Sentiment AnalysisAttention-based multimodal fusion for sentiment analysis
Stars: ✭ 172 (+537.04%)
Mutual labels: attention, attention-mechanism
Image Caption GeneratorA neural network to generate captions for an image using CNN and RNN with BEAM Search.
Stars: ✭ 126 (+366.67%)
Mutual labels: attention, attention-mechanism
Self Attention CvImplementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
Stars: ✭ 209 (+674.07%)
Mutual labels: attention, attention-mechanism
Prediction FlowDeep-Learning based CTR models implemented by PyTorch
Stars: ✭ 138 (+411.11%)
Mutual labels: attention, attention-mechanism
Graph attention poolAttention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
Stars: ✭ 186 (+588.89%)
Mutual labels: attention, attention-mechanism
Global Self Attention NetworkA Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks
Stars: ✭ 64 (+137.04%)
Mutual labels: attention, attention-mechanism
Neat VisionNeat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)
Stars: ✭ 213 (+688.89%)
Mutual labels: attention, attention-mechanism
Guided Attention Inference NetworkContains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.
Stars: ✭ 204 (+655.56%)
Mutual labels: attention, attention-mechanism
Absa kerasKeras Implementation of Aspect based Sentiment Analysis
Stars: ✭ 126 (+366.67%)
Mutual labels: attention, attention-mechanism
Im2LaTeXAn implementation of the Show, Attend and Tell paper in Tensorflow, for the OpenAI Im2LaTeX suggested problem
Stars: ✭ 16 (-40.74%)
Mutual labels: attention, attention-mechanism
Lambda NetworksImplementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
Stars: ✭ 1,497 (+5444.44%)
Mutual labels: attention, attention-mechanism
CrabNetPredict materials properties using only the composition information!
Stars: ✭ 57 (+111.11%)
Mutual labels: attention, attention-mechanism
Attend infer repeatA Tensorfflow implementation of Attend, Infer, Repeat
Stars: ✭ 82 (+203.7%)
Mutual labels: attention, attention-mechanism
Datastories Semeval2017 Task4Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Stars: ✭ 184 (+581.48%)
Mutual labels: attention, attention-mechanism
Pytorch GatMy 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!
Stars: ✭ 908 (+3262.96%)
Mutual labels: attention, attention-mechanism
Isab PytorchAn implementation of (Induced) Set Attention Block, from the Set Transformers paper
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Mutual labels: attention, attention-mechanism
HnattTrain and visualize Hierarchical Attention Networks
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Mutual labels: attention, attention-mechanism
lstm-attentionAttention-based bidirectional LSTM for Classification Task (ICASSP)
Stars: ✭ 87 (+222.22%)
Mutual labels: attention, attention-mechanism