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51 search results found

Awesome Transformer Attention ⭐ 3,895

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

Ctranslate2 ⭐ 2,437

Fast inference engine for Transformer models

Transgan ⭐ 1,457

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

Solo Learn ⭐ 1,318

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

Aspect Based Sentiment Analysis ⭐ 413

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

Build, Deploy, and Scale Reliable Swarms of Autonomous Agents for Workflow Automation. Join our Community: https://discord.gg/DbjBMJTSWD

Awesome Foundation Models ⭐ 366

A curated list of foundation models for vision and language tasks

Transformersum ⭐ 362

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

Illumination Adaptive Transformer ⭐ 359

[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.

Metal Flash Attention ⭐ 252

Faster alternative to Metal Performance Shaders

Useful Transformers ⭐ 233

Efficient Inference of Transformer models

W2v2 How To ⭐ 233

How to use our public wav2vec2 dimensional emotion model

MinT: Minimal Transformer Library and Tutorials

Pytorch Transformers Classification ⭐ 181

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.

GRIT: Faster and Better Image-captioning Transformer (ECCV 2022)

Punctuation Restoration ⭐ 80

Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

Hts Audio Transformer ⭐ 78

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

Zero_shot_audio_source_separation ⭐ 77

The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022

Signnet Basisnet ⭐ 71

SignNet and BasisNet

Shadowformer ⭐ 66

ShadowFormer (AAAI2023), Pytorch implementation

Imodelsx ⭐ 60

Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.

Rel_pose ⭐ 59

Official Repository for the 3D 2022 paper "The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs"

Multi Stage Hybrid Transformer ⭐ 55

Official release of MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer https://ieeexplore.ieee.org/document/10006398

🤖📇 handling multiple nlp task in one pipeline

Multimodality Representation Learning ⭐ 51

This repository provides a comprehensive collection of research papers focused on multimodal representation learning, all of which have been cited and discussed in the survey just accepted https://dl.acm.org/doi/abs/10.1145/3617833 .

Attention Viz ⭐ 49

Visualizing query-key interactions in language + vision transformers

Algorithm Of Thoughts ⭐ 44

My implementation of "Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models"

Hyperformer ⭐ 42

This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."

Tk Instruct ⭐ 41

Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.

Speakerrecognitionfromscratch ⭐ 38

Final project for the Speaker Recognition course on Udemy, 机器之心, 深蓝学院 and 语音之家

Stock Tft ⭐ 35

Stock price prediction using a Temporal Fusion Transformer

Bnlp Resources ⭐ 27

Awesome datasets for Bangla language computing.

Graphbook ⭐ 24

Cerbrec Graphbook: The diagramming platform that allows data scientists to focus on model architecture

Flowlens ⭐ 23

PyTorch implementation of FlowLens (https://arxiv.org/pdf/2211.11293)

This is the official implementation of our proposed SwinMR

Vision_transformers ⭐ 21

Vision Transformers for image classification, image segmentation, and object detection.

Aggforecaster ⭐ 18

Code for "Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts", IJCAI 2022

Autopruner ⭐ 17

AutoPruner: Transformer-based Call Graph Pruning (ESEC/FSE 2022, Research Track)

Spelling ⭐ 15

This is a neural spell checker

Detrtime ⭐ 14

DETRtime, a framework for time-series segmentation

Grokking ⭐ 14

unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"

Neuro Comma ⭐ 13

🇷🇺 Punctuation restoration production-ready model for Russian language 🇷🇺

Tsformer Vo ⭐ 13

Implementation of the paper "Transformer-based model for monocular visual odometry: a video understanding approach".

Justjoking.ai ⭐ 10

Using a Transformer for learning the Language Model and Generate Short Jokes

Transformer Summarization ⭐ 9

An optimized Transformer based abstractive summarization model with Tensorflow

Virus Dna Classification Bert ⭐ 9

Classification of 6 viruses including covid-19 based on their DNA sequences using Transformers

A simple python package for question answering.

Bangla Sentiment Classification ⭐ 6

Bangla Sentiment Classification

1-51 of 51 search results

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