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24 search results found

Awesome Self Supervised Learning ⭐ 5,689

A curated list of awesome self-supervised methods

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

Noreward Rl ⭐ 1,315

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

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"

Conditional Motion Propagation ⭐ 99

Code for our CVPR 2019 work.

Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)

Exploration By Disagreement ⭐ 86

[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

Game Feature Learning ⭐ 65

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

Epcdepth ⭐ 59

[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

Cytoself ⭐ 58

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

Pretext Invariant Representations ⭐ 52

Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations

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

code to train a neural network to align pairs of shapes without needing ground truth warps for supervision

Acl2020 Commonsense ⭐ 23

Source code for paper on commonsense reasoning for 2020 Annual Conference of the Association for Computational Linguistics (ACL) 2020.

Self Supervised_learning_sketch ⭐ 22

self-supervised learning, deep learning, representation learning, RotNet, temporal convolutional network(TCN), deformation transformation, sketch pre-train, sketch classification, sketch retrieval, free-hand sketch, official code of paper "Deep Self-Supervised Representation Learning for Free-Hand Sketch"

Pytorch implementation of Exploring Simple Siamese 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

Monodepth2.jl ⭐ 9

Self-supervised monocular depth estimation

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

MvMHAT: Self-supervised Multi-view Multi-Human Association and Tracking (ACM MM 2021, Oral Paper)

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]

Selfsupervisedlearning ⭐ 6

This repo reproduces results of "Understanding Self-Supervised Learning Dynamics without Contrastive Pairs" paper (https://arxiv.org/pdf/2102.06810.pdf)

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