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154 search results found

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

External Attention Pytorch ⭐ 10,361

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Informer2020 ⭐ 4,553

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

X Transformers ⭐ 3,840

A simple but complete full-attention transformer with a set of promising experimental features from various papers

Fast Transformers ⭐ 1,369

Pytorch library for fast transformer implementations

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

Nlp Paper ⭐ 1,070

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py

Self Attention Gan ⭐ 722

Textclassification Keras ⭐ 649

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Bottom Up Attention Vqa ⭐ 606

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

Nlp Paper ⭐ 579

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Attention Cnn ⭐ 550

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

Action Recognition Visual Attention ⭐ 338

Action recognition using soft attention based deep recurrent neural networks

Linformer Pytorch ⭐ 323

My take on a practical implementation of Linformer for Pytorch.

Youmaynotneedattention ⭐ 301

Code for the Eager Translation Model from the paper You May Not Need Attention

An Attention-Based User Behavior Modeling Framework for Recommendation

Time Series Papers ⭐ 262

List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法

Struct Attn ⭐ 221

Code for Structured Attention Networks https://arxiv.org/abs/1702.00887

Dl_paperreadingmeeting ⭐ 214

Deep Learning Paper Reading Meeting-Archive

Pytorch Lesson Zh ⭐ 214

pytorch 包教不包会

Awesome Visual Representation Learning With Transformers ⭐ 209

Awesome Transformers (self-attention) in Computer Vision

Cvpr2019_pyramid Feature Attention Network For Saliency Detection ⭐ 201

code and model of Pyramid Feature Selective Network for Saliency detection

Focal Tversky Unet ⭐ 182

This repo contains the code for our paper "A novel focal Tversky loss function and improved Attention U-Net for lesion segmentation" accepted at IEEE ISBI 2019.

Pytorch Transformer ⭐ 180

pytorch implementation of Attention is all you need

Ml_equations_latex ⭐ 168

Classical ML equations in Latex, helps paper and blog writing

Multi Scale Attention ⭐ 166

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

Awesome Nlp Resources ⭐ 157

This repository contains landmark research papers in Natural Language Processing that came out in this century.

Reading Paper ⭐ 149

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

Dgam Weakly Supervised Action Localization ⭐ 133

Code for our paper "Weakly-Supervised Action Localization by Generative Attention Modeling" (CVPR2020)

__init__ ⭐ 130

Sa Papers ⭐ 108

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

Tf2deepfloorplan ⭐ 107

TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.

Atpapers ⭐ 105

Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合

Rec Attend Public ⭐ 102

Code that implements paper "End-to-End Instance Segmentation with Recurrent Attention"

Pytorch Question Answering ⭐ 102

Important paper implementations for Question Answering using PyTorch

Set_transformer ⭐ 101

Pytorch implementation of set transformer

Convolutional Attention ⭐ 100

Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper

The official implementation of paper "DIANet:Dense-and-Implicit-Attention-Network".

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

Pytorch Agnn ⭐ 94

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

Vista Net ⭐ 82

Code for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19

Inc Few Shot Attractor Public ⭐ 81

Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"

Attention Target Detection ⭐ 78

[CVPR2020] "Detecting Attended Visual Targets in Video"

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

Awesome Recommender System ⭐ 69

The collection of papers about recommender system

Lbam_pytorch ⭐ 67

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

Lstm Attention ⭐ 63

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

E2e Glstm Sc ⭐ 61

Code for paper "Image Caption Generation with Text-Conditional Semantic Attention"

Airnet Pytorch ⭐ 60

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

Synthesizer ⭐ 60

A PyTorch implementation of the paper - "Synthesizer: Rethinking Self-Attention in Transformer Models"

Keras Utility Layer Collection ⭐ 59

Collection of custom layers and utility functions for Keras which are missing in the main framework.

Time Attention ⭐ 58

Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971

Visual Transformer Paper Summary ⭐ 57

Summary of Transformer applications for computer vision tasks.

This is a repository for summarizing papers especially related to machine learning.

Ssan Self Attention Sentiment Analysis Classification ⭐ 52

Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers - paper's code for the 9th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis - held in conjuction with EMNLP 2018

Slot Attention Pytorch ⭐ 50

Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"

Vnetfamily ⭐ 49

Variant VNet family

Hierarchical Attention Networks ⭐ 47

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Attention ⭐ 47

Isab Pytorch ⭐ 44

An implementation of (Induced) Set Attention Block, from the Set Transformers paper

Detect model's attention

Biblosa Pytorch ⭐ 43

Re-implementation of Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling (T. Shen et al., ICLR 2018) on Pytorch.

Trafficpredict ⭐ 43

Pytorch implementation for "TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents"

Attention Augmented Conv ⭐ 39

Implementation from the paper Attention Augmented Convolutional Networks in Tensorflow (https://arxiv.org/pdf/1904.09925v1.pdf)

Implementation of our ACMMM2019 paper, Focus Your Attention: A Bidirectional Focal Attention Network for Image-Text Matching

Attention ⭐ 38

Attention is All You Need in Sonnet

Ipmi2019 Attnmel ⭐ 35

IPMI2019 paper - Melanoma Recognition via Visual Attention

Pytorch Transformer ⭐ 32

Implementation of "Attention is All You Need" paper

Text Classification ⭐ 31

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

Deep Conv Attr ⭐ 31

An implementation of our CIKM 2018 paper "Deep Conversion Attribution with Dual-attention Recurrent Neural Network"

Handwritingnet ⭐ 31

RNN for producing text to handwriting image

Code for Learning to Learn Language from Narrated Video

Att Blstm Relation Extraction ⭐ 26

Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.

Show Attend And Tell Keras ⭐ 25

Keras implementation of the "Show, Attend and Tell" paper

Repository for the paper SpotNet: Self-Attention Multi-Task Network for Object Detection

Paper Implementation Dstp Rnn For Stock Prediction Based On Da Rnn ⭐ 24

基於DA-RNN之DSTP-RNN論文試做(Ver1.0)

Multiscale Adversarial Attention Gates ⭐ 24

Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates

Attention Sampling Pytorch ⭐ 24

This is a PyTorch implementation of the paper: "Processing Megapixel Images with Deep Attention-Sampling Models".

Layer_augmentation ⭐ 23

Implementation of the NLI model in our ACL 2019 paper: Augmenting Neural Networks with First-order Logic.

Pytorch implementation of paper: [Tell Me Where to Look: Guided Attention Inference Network](http://openaccess.thecvf.com/content_cvpr

Tisasrec ⭐ 22

TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.

Hier Class ⭐ 22

Hierarchical Neural Attention-based Classification

Reproducibility Report Countvqa ⭐ 21

Attn_gan_pytorch ⭐ 19

python package for self-attention gan implemented as extension of PyTorch nn.Module. paper -> https://arxiv.org/abs/1805.08318

Paper Clip ⭐ 17

List of various interesting papers

Domain Attention ⭐ 17

codes for paper "Domain Attention Model for Multi-Domain Sentiment Classification"

Transformer_network_tensorflow ⭐ 16

Tensorflow implementation of transformer network from "Attention is all you need" Paper. Also use cases of it!

Action Recognition ⭐ 16

these days I have downed l lot of papers about action recognition,all of them from cvpr/iccv/nips and so on

The source code for Temporal Attention-Gated Model.

Rl Lang Ground ⭐ 16

Tensorflow code for WACV 2019 paper "Attention Based Natural Language Grounding by Navigating Virtual Environment" - https://arxiv.org/abs/1804.08454

Lead_follow_apsr ⭐ 16

Replication materials for "Who Leads? Who Follows? Measuring Issue Attention and Agenda Setting by Legislators and the Mass Public Using Social Media Data", forthcoming in APSR

Paperhighlights ⭐ 15

I read papers, and here are my highlights.

Lstms With Attention For Aggression Detection ⭐ 15

Accompanying code for the paper: LSTMs with Attention for Aggression Detection (TRAC @ COLING 2018)

Deceptive Attention ⭐ 15

Code & Data for the paper "Learning to Deceive with Attention-Based Explanations"

Pssattention ⭐ 15

Codes for # ACL2019 paper "Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis", which contains TNet-Att(+AS) and MN(+AS)

Transformer Py ⭐ 15

PyTorch implementation of machine translation model in "Attention is all you need"

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