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jorgebigs's Projects

adco icon adco

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries

attentiondeepmil icon attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

byol-pytorch icon byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

caco icon caco

CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning

comparisondetector icon comparisondetector

The implement for Comparison Detector: Convolutional Neural Networks for Cervical Cell Detection in the Limited-data Scenario.

ctgan icon ctgan

Conditional GAN for generating synthetic tabular data.

domainbed icon domainbed

DomainBed is a suite to test domain generalization algorithms

flsim icon flsim

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.

lightly icon lightly

A python library for self-supervised learning on images.

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

pderl icon pderl

Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020

pytorch-attention icon pytorch-attention

πŸ¦–Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.πŸ”₯πŸ”₯πŸ”₯

sdv icon sdv

Synthetic data generation for tabular data

statservicev3 icon statservicev3

STATService is a suite of software components for statististical analysis.

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