Popular GitHub Repositories for Encoders

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

Lightwood is Legos for Machine Learning.

Deep Learning Computer Vision Algorithms for Real-World Use

HuBERT content encoders for: A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion

Research code for pixel-based encoders of language (PIXEL)

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Official Repository of paper VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding

[ICCV 2023] BlendFace: Re-designing Identity Encoders for Face-Swapping https://arxiv.org/abs/2307.10854

Variational Auto-Encoders in a Sequential Setting.

DocEnTr: An end-to-end document image enhancement transformer - ICPR 2022

[ICCV-2023] The official code of Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation

Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.

PyTorch implementation of "Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss" (ICASSP 2020)

This repo contains the official implementation of ICLR 2024 paper "Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video""

[EMNLP'21] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.