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23 search results found

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Manydepth ⭐ 440

[CVPR 2021] Self-supervised depth estimation from short sequences

Pytorch Cortexnet ⭐ 361

PyTorch implementation of the CortexNet predictive model

Scenerf ⭐ 284

[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"

Indoor Sfmlearner ⭐ 124

[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

Game Feature Learning ⭐ 65

Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18

Tri Depth ⭐ 61

[WACV 2023] Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem

Cytoself ⭐ 58

Self-supervised models for encoding protein localization patterns from microscopy images

Self-Supervised Scene Flow Estimation with 4-D Automotive Radar (RA-L & IROS'22)

Library to perform image and video self-supervised learning.

Awesome Representation Learning Cv Paperandcode ⭐ 22

Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.

Freq Aware Depth ⭐ 21

[WACV2023] Frequency Aware Self-supervised Depth Estimation

Pytorch implementation of Exploring Simple Siamese Representation Learning

Openbioseq ⭐ 13

This repo focuses on supervised and self-supervised bio-sequence representation learning

Data2vec Vision ⭐ 12

PyTorch implementation of Data2Vec self-supervised approach for vision use cases.

[ICCV 2023] HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning

Schemata ⭐ 12

This repository contains code and dataset splits for the paper "Classification by Attention: Scene Graph Classification with Prior Knowledge"

Self Supervised Learning ⭐ 10

PyTorch implementations of self-supervised learning algorithms.

Official Code of CVPR'23 Paper "VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision"

Dmtnet Crch ⭐ 6

Official Implementation of our paper "Supervision meets Self-Supervision: A Deep Multitask Network for Colorectal Cancer Histopathological Analysis" [Best Paper Award at MISP 2022]

Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.03748.pdf

Pytorch Image Models With Simclr ⭐ 5

Multi-label classification based on timm, and add SimCLR to timm.

Pytorch implementation of the paper, "A Simple Framework for Contrastive Learning of Visual Representations", or SimCLR, https://arxiv.org/pdf/2002.05709.pdf

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