[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

✭ 484

Jupyter Notebook python javascript shell c CSS visualization transformers transformer vqa clip interpretability explainable-ai explainability detr lxmert visualbert

svelte-jest

Jest Svelte component transformer

✭ 37

javascript testing jest svelte transformer

alpr utils

ALPR model in unconstrained scenarios for Chinese license plates

✭ 158

python deep-neural-networks deep-learning cnn transformer license-plate-recognition license-plate-detection mxnet-gluon gluon-cv chinese-license-plate

transformer

A simple TensorFlow implementation of the Transformer

✭ 25

python shell translation transformer attention-is-all-you-need

YaEtl

Yet Another ETL in PHP

✭ 60

PHP workflow etl extractor loader joiner transformer extract-transform-load qualifier php-etl

imdb-transformer

A simple Neural Network for sentiment analysis, embedding sentences using a Transformer network.

✭ 26

python nlp imdb pytorch transformer

TabFormer

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

✭ 209

python machine-learning tabular-data pytorch artificial-intelligence transformer gpt bert fraud-detection icassp huggingface credit-card-dataset prsa-dataset credit-card-transaction icassp2021

catr

Image Captioning Using Transformer

✭ 206

python Jupyter Notebook transformer image-captioning

Video-Action-Transformer-Network-Pytorch-

Implementation of the paper Video Action Transformer Network

✭ 126

python video pytorch transformer tensorflow-transformer actionrecognition pytorch-transformers videotransformer

text simplification

Text Simplification Model based on Encoder-Decoder (includes Transformer and Seq2Seq) model.

✭ 66

python Jupyter Notebook PostScript HTML Makefile C++nlp deep-learning transformer seq2seq-model

dingo-serializer-switch

A middleware to switch fractal serializers in dingo

✭ 49

PHP laravel serializer transformer dingo

Neural-Scam-Artist

Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.

✭ 18

python nlp pytorch lsh dataset transformer web-scraping minhash readability scam deduplication fraud fine-tuning gpt2 huggingface

VideoTransformer-pytorch

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

✭ 159

python Jupyter Notebook transformer deeplearning action-recognition pytorch-implmention pretrained-model pytorch-lightning timesformer vivit maskfeat

transformer-ls

Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).

✭ 201

python shell Dockerfile transformer vision-transformer long-sequence efficient-transformers

Transformer Temporal Tagger

Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging

✭ 55

python pytorch transformer seq2seq encoder-decoder temporal-tagger bert-model huggingface token-classification

Variational-Transformer

Variational Transformers for Diverse Response Generation

✭ 79

python perl machine-learning dialog transformer dialogue-systems variational-transformer

les-military-mrc-rank7

莱斯杯：全国第二届“军事智能机器阅读”挑战赛 - Rank7 解决方案

✭ 37

Jupyter Notebook python shell pytorch transformer reading-comprehension bert roberta

TokenLabeling

Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"

✭ 385

Jupyter Notebook python shell pytorch transformer vision imagenet segmentation lv-vit

sparql-transformer

A more handy way to use SPARQL data in your web app

✭ 38

javascript TeX linked-data sparql transformer json-ld sparql-transformer

sister

SImple SenTence EmbeddeR

✭ 66

python machine-learning natural-language-processing word-embeddings transformer bert

TransBTS

This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).

✭ 254

python pytorch transformer medical-image-segmentation

kaggle-champs

Code for the CHAMPS Predicting Molecular Properties Kaggle competition

✭ 49

python Jupyter Notebook deep-learning kaggle transformer graph-neural-networks molecular-properties

cape

Continuous Augmented Positional Embeddings (CAPE) implementation for PyTorch

✭ 29

python audio text speech pytorch transformer vit cape positional-encoder positional-encoding visual-transformer positional-embedding

libai

LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

✭ 284

python C++nlp deep-learning transformer large-scale data-parallelism model-parallelism distributed-training self-supervised-learning oneflow pipeline-parallelism vision-transformer

Cross-lingual-Summarization

Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention

✭ 28

python xBase Charity shell transformer teacher-student-learning cross-lingual-summarization teaching-generation

project-code-py

Leetcode using AI

✭ 100

Jupyter Notebook python nlp leetcode ml transformer streamlit python-questions

php-serializer

Serialize PHP variables, including objects, in any format. Support to unserialize it too.

✭ 47

PHP api yaml serialization json json-api xml data-transformation yml jsonapi transformer hal hal-api xml-transformation marshaller json-transformation array-transformer yaml-transformer jsend-transformer

ru-dalle

Generate images from texts. In Russian

✭ 1,606

Jupyter Notebook python pytorch transformer openai image-generation russian text-to-image russian-language dalle

fastT5

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

✭ 421

python nlp fast translation deep-learning inference pytorch transformer question-answering quantization onnx t5 onnxruntime fastt5 quantized-onnx-models inference-speed

ViTs-vs-CNNs

[NeurIPS 2021]: Are Transformers More Robust Than CNNs? (Pytorch implementation & checkpoints)

✭ 145

python shell transformer robustness

R-MeN

Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)

✭ 74

python c C++transformer knowledge-graph knowledge-graph-embeddings self-attention triple-classification search-personalization relational-memory knowledge-graph-transformer

Representation-Learning-for-Information-Extraction

Pytorch implementation of Paper by Google Research - Representation Learning for Information Extraction from Form-like Documents.

✭ 82

python google deep-learning pytorch transformer document invoice representation-learning receipts pytorch-implementation google-research relie

keras-vision-transformer

The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET

✭ 91

python tensorflow keras transformer vision-transformer swinunet

Awesome-low-level-vision-resources

A curated list of resources for Low-level Vision Tasks

✭ 35

image-processing transformer video-processing image-manipulation image-denoising image-deblurring image-enhancement image-super-resolution video-interpolation paper-with-code cvpr2021

bytekit

Java 字节操作的工具库(不是字节码的工具库)

✭ 40

java encryption bytes transformer deserialize mmap deepcopy byte-array bytebuffer serialize

t5-japanese

Codes to pre-train Japanese T5 models

✭ 39

python shell Makefile nlp natural-language-processing transformer t5

MASTER-pytorch

Code for the paper "MASTER: Multi-Aspect Non-local Network for Scene Text Recognition" (Pattern Recognition 2021)

✭ 263

python shell ocr transformer scene-text-recognition self-attention non-local-network

TianChi AIEarth

TianChi AIEarth Contest Solution

✭ 57

python pytorch transformer attention-mechanism convlstm spatial-temporal-forecasting timesformer

query-selector

LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION

✭ 63

python machine-learning deep-learning time-series pytorch transformer forecasting self-attention

vietnamese-roberta

A Robustly Optimized BERT Pretraining Approach for Vietnamese

✭ 22

python natural-language-processing vietnamese pytorch transformer pretrained-models bert vietnamese-nlp fairseq roberta bert-embeddings sentencepiece

densecap

Dense video captioning in PyTorch

✭ 37

transformer video-captioning dense-video-captioning youcook2 activitynet-captions

SegSwap

(CVPRW 2022) Learning Co-segmentation by Segment Swapping for Retrieval and Discovery

✭ 46

python shell discovery transformer image-retrieval synthetic-data co-segmentation art-image

BMT

Source code for "Bi-modal Transformer for Dense Video Captioning" (BMVC 2020)

✭ 192

python Jupyter Notebook shell audio video pytorch transformer temporal-action-proposals i3d video-features dense-video-captioning multimodal-fusion activitynet-captions bmvc bmt bmvc20 bi-modal-transformer proposal-generator bi-modal-encoder

sb-nmt

Code for Synchronous Bidirectional Neural Machine Translation (SB-NMT)

✭ 66

python shell machine-translation transformer sb-nmt

Transformers-RL

An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"

✭ 107

python transformer rl attention-mechanism stabilizing-transformers-for-rl transformers-in-rl

seq2seq-pytorch

Sequence to Sequence Models in PyTorch

✭ 41

python shell pytorch transformer pointer-networks attention sequence-to-sequence rnn-encoder-decoder self-attention

awesome-transformer-search

A curated list of awesome resources combining Transformers with Neural Architecture Search

✭ 194

transformer neural-architecture-search

transformer

Build English-Vietnamese machine translation with ProtonX Transformer. :D

✭ 41

python machine-translation transformer tensorflow2

nested-transformer

Nested Hierarchical Transformer https://arxiv.org/pdf/2105.12723.pdf

✭ 174

Jupyter Notebook python shell transformer vision imagenet

SSE-PT

Codes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"

✭ 103

python transformer recommender-system regularization sequential stochastic-shared-embeddings sse-pt

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