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41 search results found

Whisper Timestamped ⭐ 1,217

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

Sockeye ⭐ 1,190

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Pytorchinsight ⭐ 678

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

Attentiongan ⭐ 564

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

Generative Inpainting Pytorch ⭐ 435

A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

Structured Self Attention ⭐ 412

A Structured Self-attentive Sentence Embedding

Tacred Relation ⭐ 233

PyTorch implementation of the position-aware attention model for relation extraction

Pytorch Batch Attention Seq2seq ⭐ 215

PyTorch implementation of batched bi-RNN encoder and attention-decoder.

Attention_ocr.pytorch ⭐ 197

This repository implements the the encoder and decoder model with attention model for OCR

Pytorch Acnn Model ⭐ 177

code of Relation Classification via Multi-Level Attention CNNs

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)

Code & data accompanying the NAACL2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

Ecg Classification Demo ⭐ 92

ECG Classification

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

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

Swin Transformer Pytorch ⭐ 71

Implementation of the Swin Transformer in PyTorch.

Grapheme To Phoneme

Pytorch Attention Guided Cyclegan ⭐ 57

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

Aoareader ⭐ 55

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

Abae Pytorch ⭐ 49

PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'

Hme Videoqa ⭐ 48

Heterogeneous Memory Enhanced Multimodal Attention Model for VideoQA

Bottom Up Features ⭐ 44

Bottom-up features extractor implemented in PyTorch.

Caver: a toolkit for multilabel text classification.

Recognizing Textual Entailment ⭐ 26

A pyTorch implementation of models used for Recognizing Textual Entailment using the SNLI corpus

Pban Pytorch ⭐ 24

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

Attention_ocr ⭐ 20

Encoder and decoder with attention model for chinese_ocr in Pytorch 1.0

Medical Diagnosis Learning ⭐ 20

Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model

Fake News Detection Liar Pytorch ⭐ 19

Fake News Detection by Learning Convolution Filters through Contextualized Attention

Hands On Nlp With Pytorch ⭐ 15

Collection of Notebooks for Natural Language Processing with PyTorch

The core code of AGCA: An Adaptive Graph Channel Attention Module for Steel Surface Defect Detection

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Job Recommend Competition ⭐ 9

🥇KNOW기반 직업 추천 알고리즘 경진대회 1등 솔루션입니다🥇

Rababa, the diacritization library for Arabic and Hebrew (Abjad scripts in general)

Extreme Summarization Of Source Code ⭐ 8

Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText

Torch Unsupervised Aspect Extraction ⭐ 8

wip, Pytorch implementation for ACL2017 paper "An unsupervised neural attention model for aspect extraction"

Selfextend ⭐ 7

Implementation of SelfExtend from the paper "LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning" from Pytorch and Zeta

A Hierarchical Attention Model for Social Contextual Image Recommendation, TKDE2019

Corona_ct_classification ⭐ 7

Cnn_image_captioning ⭐ 6

Implementation of CNN+CNN: Convolutionals Decoders for Image Captioning

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