ushuaia009

TokenCut

(CVPR 2022) Pytorch implementation of "Self-supervised transformers for unsupervised object discovery using normalized cut"

suncet

Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803

COTR

Code release for "COTR: Correspondence Transformer for Matching Across Images"(ICCV 2021)

dti-sprites

(ICCV 2021) Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper

mlp-mixer-pytorch

An All-MLP solution for Vision, from Google AI

SiT

Self-supervised vIsion Transformer (SiT)

PoseContrast

(3DV 2021 oral) PyTorch implementation of paper "PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning"

Patch-NetVLAD

Code for the CVPR2021 paper "Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition"

ImageNet-Sketch

ImageNet-Sketch data set for evaluating model's ability in learning (out-of-domain) semantics at ImageNet scale

self-label

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

wavelet-monodepth

[CVPR 2021] Monocular depth estimation using wavelets for efficiency

GraphiT

Official Pytorch Implementation of GraphiT

webvid

Large-scale text-video dataset. 10 million captioned short videos.

3D-Machine-Learning

A resource repository for 3D machine learning

wild_deep_mvs

Code release of paper "Deep Multi-View Stereo gone wild"

Localizing-Visual-Sounds-the-Hard-Way

Localizing Visual Sounds the Hard Way

zrqiao.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

VQ-VAE

Minimalist implementation of VQ-VAE in Pytorch

ConSinGAN

PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)

project-webpage

Simple template for a project webpage

uORF

Unsupervised Discovery of Object Radiance Fields

VQGAN-CLIP

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

pytorch-cosine-annealing-with-warmup

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

single_img_pretraining

Code for generating a single image pretraining dataset

ImageCollation

GANSketching

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

frozen-in-time

Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval [ICCV'21]

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

Im2Vec

[CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision