usryokousha

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

ijepaext

perceiver-ar-pytorch

perceiver_pytorch

AFN

Moire Removal via Attentive Fractal Network, CVPRW 2020

beit-pytorch

custom_ops

Deformable Convolution Networks(deformable conv2D TF_implementation)

deformable_conv

digital-garden-jekyll-template

Start your own digital garden using this Jekyll template 🌱

fourier-deconvolution-network

Code for ICCV 2017 paper "Learning to Push the Limits of Efficient FFT-based Image Deconvolution" (Jakob Kruse, Carsten Rother, and Uwe Schmidt)

ijepa

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

image-jepa

memory-efficient-attention-pytorch

Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"

models

Models and examples built with TensorFlow

muse-maskgit-pytorch

Implementation of Muse: Text-to-Image Generation via Masked Generative Transformers, in Pytorch

odl

Operator Discretization Library https://odlgroup.github.io/odl/

perceiver-ar

perceiver-io

A PyTorch implementation of DeepMind's Perceiver IO with PyTorch Lightning scripts for distributed training

phase_retrieval

Implement Phase Retrieval

resume

Compact and Minimal LaTeX Resume Template

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

SimMIM

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

spectral-repr-cnns

Implementation of Rippel, Snoek, and Adams 2015 (https://arxiv.org/pdf/1506.03767.pdf)

torchscale

Transformers at any scale

unpoolingAttention

usryokousha.github.io

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vit-sr-pytorch