105 Open source projects that are alternatives of or similar to form2fit

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"

Official code for "Mean Shift for Self-Supervised Learning"

(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

Code to train the SimSiam model on cifar10 using PyTorch

Natural World Tasks

[NeurIPS 2021 Spotlight] Aligning Pretraining for Detection via Object-Level Contrastive Learning

List of Publications in Graph Contrastive Learning

EsViT: Efficient self-supervised Vision Transformers

A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners

Self-Supervised Pillar Motion Learning for Autonomous Driving (CVPR 2021)

Variants of Vision Transformer and its downstream tasks

A curated list of awesome graph & self-supervised-learning-based recommendation.

PyTorch implementation of the InfoNCE loss for self-supervised learning.

Generalized Deep Metric Learning.

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

Self6D++: Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021.

Awesome Graph Self-Supervised Learning

The authors' implementation of the "Neural Head Reenactment with Latent Pose Descriptors" (CVPR 2020) paper.

Exploring Simple Siamese Representation Learning

Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

Official PyTorch implementation of Contrastive Learning of Musical Representations

Code for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors".

[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.

supervised and semi-supervised image classification with self-supervision (Keras)

Implementation of Barlow Twins paper

PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482

Tensorflow Implementation for paper "self-supervised generative adversarial networks"

TKDE 22. CCCL: Contrastive Cascade Graph Learning.

Vector Quantized Autoregressive Predictive Coding (VQ-APC)

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)

code for our ECCV-2020 paper: Self-supervised Video Representation Learning by Pace Prediction

LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

A PyTorch implementation of "SelfGNN: Self-supervised Graph Neural Networks without explicit negative sampling" paper, which appeared in The International Workshop on Self-Supervised Learning for the Web (SSL'21) @ the Web Conference 2021 (WWW'21).

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

Neural Relation Understanding: neural cardinality estimators for tabular data

Object-aware Contrastive Learning for Debiased Scene Representation (NeurIPS 2021)

official implemntation for "Contrastive Learning with Stronger Augmentations"

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

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