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NeurIPS'2020: Part-dependent Label Noise: Towards Instance-dependent Label Noise

Python 59 9 Updated Dec 16, 2020

Official PyTorch implementation of "Loss-Curvature Matching for Dataset Selection and Condensation" (AISTATS 2023)

Python 21 2 Updated Mar 14, 2023

A guidance language for controlling large language models.

Jupyter Notebook 19,472 1,059 Updated Jan 16, 2025

ImageBind One Embedding Space to Bind Them All

Python 8,478 783 Updated Jul 31, 2024

Implementations of several self-supervised pretext tasks for language and vision modalities in PyTorch.

Python 9 Updated Jan 19, 2021

Official implementation of paper "ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets", accepted at ICCV 2021 2nd Visual Inductive Priors for …

Python 26 5 Updated Sep 7, 2021

Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation

Python 219 34 Updated Mar 24, 2023

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 85,964 23,139 Updated Jan 19, 2025

Annotations for the PI-CAI Challenge: Public Training and Development Dataset

52 25 Updated Sep 19, 2024

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

Python 741 116 Updated Apr 3, 2021

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

Python 636 62 Updated Oct 27, 2024

The official implementation of the ACM MM'21 paper Co-learning: Learning from noisy labels with self-supervision.

Python 119 10 Updated May 17, 2022

Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"

Python 54 7 Updated May 3, 2024

CIFAR-5m dataset

38 Updated Dec 28, 2020
Python 6 Updated May 26, 2022

A Simple U-net model for Retinal Blood Vessel Segmentation based on tensorflow2

Jupyter Notebook 307 75 Updated Mar 24, 2023

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

Python 269 52 Updated Mar 22, 2019

Minimalist implementation of VQ-VAE in Pytorch

Python 527 88 Updated Jun 3, 2021

A greedy implementation of coreset based active learning for image classification (https://arxiv.org/abs/1708.00489)

Python 22 7 Updated Apr 11, 2021

Deep Active Learning

Python 818 184 Updated Oct 3, 2022

A curated list of awesome Active Learning

744 70 Updated Oct 20, 2024
Python 139 16 Updated Aug 28, 2024

SOTA medical image segmentation methods based on various challenges

1,566 200 Updated Dec 12, 2023

A list of Medical imaging datasets.

2,310 421 Updated Sep 12, 2024

Awesome Incremental Learning

3,903 578 Updated Jan 2, 2025

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

Python 576 84 Updated May 27, 2022

Code for Which Tasks Should Be Learned Together in Multi-task Learning?

Python 94 14 Updated Mar 10, 2023
Python 16 4 Updated Jan 10, 2024

StarGAN - Official PyTorch Implementation (CVPR 2018)

Python 5,247 971 Updated Jan 23, 2021
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