Popular GitHub Repositories for Positional Encoding

? Scalable embedding, reasoning, ranking for images and sentences with CLIP

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

MLBox is a powerful Automated Machine Learning python library.

[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

Achieve the llama3 inference step-by-step, grasp the core concepts, master the process derivation, implement the code.

Cameras as Relative Positional Encoding

FFmate is a modern and powerful automation layer built on top of FFmpeg - designed to make video and audio transcoding simpler, smarter, and easier to integrate

Rust-tokenizer offers high-performance tokenizers for modern language models, including WordPiece, Byte-Pair Encoding (BPE) and Unigram (SentencePiece) models

Pytorch implementation of CVPR2020 paper “VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation”

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

[CVPR 2024] Official Implementation of "Seamless Human Motion Composition with Blended Positional Encodings".

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.

MoVQGAN - model for the image encoding and reconstruction

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

[CVPR 2021] Adversarial Generation of Continuous Images

OmniFusion — a multimodal model to communicate using text and images