572 Open source projects that are alternatives of or similar to Lemniscate.pytorch

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

A comprehensive list of awesome contrastive self-supervised learning papers.

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Awesome Graph Self-Supervised Learning

Simplified version of "State Representation Learning for Control: An Overview" bibliography

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

Unsupervised Representation Learning for Singing Voice Separation

Implementation of VLAE

PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"

Contrastive Predictive Coding for Automatic Speaker Verification

Ladder Variational Autoencoders (LVAE) in PyTorch

Proto-RL: Reinforcement Learning with Prototypical Representations

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)

📜 Self-Supervised Learning from Images: Up-to-date reading list.

Python implementation of bag-of-concepts

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

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.

Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learning"

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

Vector Quantized Autoregressive Predictive Coding (VQ-APC)

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

Experiments for understanding disentanglement in VAE latent representations

Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

Official adversarial mixup resynthesis repository

VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.

Keras implementation of Representation Learning with Contrastive Predictive Coding

Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)

Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)

ImageNet pre-trained models with batch normalization for the Caffe framework

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Problem Agnostic Speech Encoder

[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

PyTorch implementation of the CortexNet predictive model

Friendly machine learning for the web! 🤖

AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

🔥 Reproducibly benchmarking Keras and PyTorch models

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

This is a re-implementation of Siamese-RPN with pytorch, which is CVPR2018 spotlight.

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

📄 A PyTorch implementation of Paragraph Vectors (doc2vec).

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

FOTS Pytorch Implementation

Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video (NeurIPS 2019)

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)

PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image