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Search results for pytorch attention

448 search results found

Deepviewagg ⭐ 195

[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

Linformer ⭐ 194

Implementation of Linformer for Pytorch

Neural Summ Cnndm Pytorch ⭐ 194

Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

R-net in PyTorch, with ELMo

Deep Blind Watermark Removal ⭐ 189

[AAAI 2021] Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal

Multi-View Spectral Graph Convolution with Consistent Edge Attention for Molecular Modeling

Mcan Vqa ⭐ 181

Deep Modular Co-Attention Networks for Visual Question Answering

Pytorch Transformer ⭐ 180

pytorch implementation of Attention is all you need

Sinkhorn Transformer ⭐ 178

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

Bidaf Pytorch ⭐ 172

Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.

Stand Alone Self Attention ⭐ 171

Implementing Stand-Alone Self-Attention in Vision Models using Pytorch

TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch

Multi Scale Attention ⭐ 166

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

Rnn For Joint Nlu ⭐ 165

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

Graph_attention_pool ⭐ 161

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

Attentions ⭐ 154

PyTorch implementation of some attentions for Deep Learning Researchers.

A Pytorch Tutorial To Text Classification ⭐ 154

Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification

Pyramid Attention Networks Pytorch ⭐ 153

Implementation of Pyramid Attention Networks for Semantic Segmentation.

Self Attention Gan Pytorch ⭐ 151

This is an almost exact replica in PyTorch of the Tensorflow version of Self-Attention GAN released by Google Brain in August 2018.

Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

Axial Attention ⭐ 140

Implementation of Axial attention - attending to multi-dimensional data efficiently

Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi https://arxiv.org/abs/1611.01603

Prediction Flow ⭐ 136

Deep-Learning based CTR models implemented by PyTorch

Resunetplusplus ⭐ 135

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation) (IEEE ISM)

Sa Det3d ⭐ 132

SA-Det3D: Self-attention based Context-Aware 3D Object Detection (ICCV-AvVision-2021)

Vqa_regat ⭐ 130

Research Code for ICCV 2019 paper "Relation-aware Graph Attention Network for Visual Question Answering"

Ccnet Pure Pytorch ⭐ 127

Criss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.

Spa Gan_for_cloud_removal ⭐ 123

Cloud Removal for High-resolution Remote Sensing Imagery based on Generative Adversarial Networks.

PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [arXiv 2022].

Official code for "Top-Down Visual Attention from Analysis by Synthesis" (CVPR 2023 highlight)

PyTorch code for our ECCV 2020 paper "Single Image Super-Resolution via a Holistic Attention Network"

Hierarchical Attention Network ⭐ 117

Implementation of Hierarchical Attention Networks in PyTorch

Attnsleep ⭐ 113

[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020

Sightseq ⭐ 109

🔭 Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

Pytorch Model Zoo ⭐ 108

A collection of deep learning models implemented in PyTorch

Linear Attention Recurrent Neural Network ⭐ 107

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)

Swin Transformer V2 ⭐ 106

PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].

Neural Question Generation ⭐ 103

Pytorch implementation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks

Pytorch Question Answering ⭐ 102

Important paper implementations for Question Answering using PyTorch

Set_transformer ⭐ 101

Pytorch implementation of set transformer

How_attentive_are_gats ⭐ 100

Code for the paper "How Attentive are Graph Attention Networks?"

Learntopayattention ⭐ 99

PyTorch implementation of ICLR 2018 paper Learn To Pay Attention (and some modification)

Attention-guided CNN for image denoising(Neural Networks,2020)

Abstractive Text Summarization ⭐ 99

PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.

Spatialattentiongan ⭐ 98

SaGAN PyTorch "Generative Adversarial Network with Spatial Attention for Face Attribute Editing"

Pytorch Attention ⭐ 97

pytorch neural network attention mechanism

Hierarchical Sentiment ⭐ 96

Hierarchical Models for Sentiment Analysis in Pytorch

Pytorch Transfomer ⭐ 95

My implementation of the transformer architecture from the Attention is All you need paper applied to time series.

Pytorch Agnn ⭐ 94

Pytorch implementation of the Attention-based Graph Neural Network(AGNN)

Image Local Attention ⭐ 93

A better PyTorch implementation of image local attention which reduces the GPU memory by an order of magnitude.

Machine Learning ⭐ 92

My Attempt(s) In The World Of ML/DL....

Captcharecognition ⭐ 91

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

Tacotron Pytorch ⭐ 90

A Pytorch Implementation of Tacotron: End-to-end Text-to-speech Deep-Learning Model

Pyramid Attention Networks ⭐ 86

PyTorch code for our paper "Pyramid Attention Networks for Image Restoration" with new SOTA results on multiple image restoration tasks

Transformer_image_caption ⭐ 85

Image Captioning based on Bottom-Up and Top-Down Attention model

Adaptive ⭐ 84

Pytorch Implementation of Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning

Qanet Pytorch ⭐ 84

Re-implement "QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension"

100 Days Of Nlp ⭐ 83

Pytorch implementation of 'Graph Attention Convolution for Point Cloud Segmentation'

Various Attention Mechanisms ⭐ 81

This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras

Attentive Neural Processes ⭐ 81

implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)

Intra Bag And Inter Bag Attentions ⭐ 80

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

Attentive Neural Processes ⭐ 79

implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)

Attention Target Detection ⭐ 78

[CVPR2020] "Detecting Attended Visual Targets in Video"

Rnn Classifier ⭐ 76

Minimal RNN classifier with self-attention in Pytorch

Operation Wise Attention Network ⭐ 74

Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions (CVPR 2019)

PyTorch implementation of the ACCV 2018-AIU2018 paper Video Summarization with Attention

Slatracker ⭐ 71

Spatial-Attention Location-Aware Multi-Object Tracking

Hamburger Pytorch ⭐ 70

Pytorch implementation of the hamburger module from the ICLR 2021 paper "Is Attention Better Than Matrix Decomposition"

Sparsemax Pytorch ⭐ 69

Implementation of Sparsemax activation in Pytorch

Mac Network Pytorch ⭐ 69

Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch

Pytorch Handwritten Mathematical Expression Recognition ⭐ 69

This program uses Attention and Coverage to realize HMER and this program is based on Pytorch.

Group Level Emotion Recognition ⭐ 67

Model submitted for the ICMI 2018 EmotiW Group-Level Emotion Recognition Challenge

Lbam_pytorch ⭐ 67

Pytorch re-implementation of Paper: Image Inpainting with Learnable Bidirectional Attention Maps (ICCV 2019)

Knowledge Tracing Models with PyTorch

Predict materials properties using only the composition information!

Relation Extraction Transformer ⭐ 64

NLP: Relation extraction with position-aware self-attention transformer

Positional Encoding ⭐ 63

Encoding position with the word embeddings.

Papers, models and datasets for Aspect-Category Sentiment Analysis.

Sequence To Sequence 101 ⭐ 60

a series of tutorials on sequence to sequence learning, implemented with PyTorch.

Airnet Pytorch ⭐ 60

Implementation of the paper ''Attention Inspiring Receptive-fields Network''

Egt_pytorch ⭐ 58

Edge-Augmented Graph Transformer

“Learning Deep Global Multi-scale and Local Attention Features for Facial Expression Recognition in the Wild”, IEEE T-IP, 2021.

A deep learning library based on Pytorch focussed on low resource language research and robustness

AReLU: Attention-based-Rectified-Linear-Unit

Pytorch Attention Guided Cyclegan ⭐ 57

Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.

Text Summarization ⭐ 57

Text Summarization using Pointer Attention Models

Homebrewnlp ⭐ 57

A case study of efficient training of large language models using commodity hardware.

Generative Inpainting Pytorch ⭐ 57

This is a pytorch version of the Generative Image Inpainting with Contextual Attention

Erasing Attention Consistency ⭐ 57

Official implementation of the ECCV2022 paper: Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition

flask+seq2seq【TensorFlow1.0, Pytorch】 🎨 🎨 在线聊天机器人 https://mp.weixin.qq.com/s/VpiAmVSTin3ALA8MnzhCJA 或 https://ask.hellobi.com/blog/python_shequ/14486

Aoareader ⭐ 55

PyTorch implementation of Attention-over-Attention Neural Networks for Reading Comprehension

Pytorch_han ⭐ 55

异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Tcn With Attention ⭐ 54

Character based Temporal Convolutional Networks + Attention Layer

Recurrent Independent Mechanisms ⭐ 53

Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)

Global And Local Attention Based Free Form Image Inpainting ⭐ 52

Official implementation of "Global and local attention-based free-form image inpainting"

Show_attend_and_tell_pytorch ⭐ 51

Pytorch implement Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Pytorch Repository for our work: Graph convolutional neural networks with global attention for improved materials property prediction

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