[CVPR 2022 Oral] AdaMixer: A Fast-Converging Query-Based Object Detector

The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-language transformer, video-language transformer and self-supervised learning models. Additionally, it also collects many useful tutorials and tools in these related domains.

Learning and Building Convolutional Neural Networks using PyTorch

(TPAMI2022) Salient Object Detection via Integrity Learning.

A collection of SOTA Image Classification Models in PyTorch

Recent Advances in MLP-based Models (MLP is all you need!)

[ECCV 2022] Official pytorch implementation of the paper, "PointMixer: MLP-Mixer for Point Cloud Understanding"

Implementation for paper MLP-Mixer: An all-MLP Architecture for Vision

Unofficial PyTorch Implementation for pNLP-Mixer: an Efficient all-MLP Architecture for Language (https://arxiv.org/abs/2202.04350)

Official Implementation of Graph Mixer Networks

Implementation for paper MLP-Mixer: An all-MLP Architecture for Vision. MLP-Mixer, an architecture based exclusively on multi-layer perceptrons (MLPs). MLP-Mixer contains two types of layers: one with MLPs applied independently to image patches (i.e. "mixing" the per-location features), and one with MLPs applied across patches (i.e. "mixing" spa…

This repository hosts code for converting the original MLP Mixer models (JAX) to TensorFlow.

An official implementation of CVPR 2019 paper "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification".

PyTorch implementation of Deep-Learning Architectures

Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''

Keras implementation of mlp-mixer, ResMLP, gmlp. imagenet/imagenet21k weights reloaded.

Tensorflow implementation of MLP-Mixer based TTS

About unofficial Implementation of MLP-Mixer, Conv-Mixer, ResMLP and Vit in PyTorch

An all MLP architecture for Computer Vision by Google (Paper Implementation)

TensorFlow implementation of "MLP-Mixer: An all-MLP Architecture for Vision"