srebuffi / semisup_scarseLinks
PyTorch implementation of Semi-Supervised Learning with Scarce Annotations https://arxiv.org/pdf/1905.08845.pdf
☆13Updated 6 years ago
Alternatives and similar repositories for semisup_scarse
Users that are interested in semisup_scarse are comparing it to the libraries listed below
Sorting:
- This repository provides the code for replicating the experiments in the paper "Building One-Shot Semi-supervised (BOSS) Learning up to F…☆36Updated 5 years ago
- (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv…☆44Updated 5 years ago
- Code for reproducing experiments in "How Useful is Self-Supervised Pretraining for Visual Tasks?"☆60Updated last year
- Bootstrap Your Own Latent (BYOL) pytorch implementation using DistributedDataParallel.☆29Updated 3 years ago
- ☆45Updated 3 years ago
- Official repository for Reliable Label Bootstrapping☆19Updated 2 years ago
- Code and data of the "Multi-domain adversarial learning" paper, Schoenauer-Sebag et al., accepted at ICLR 2019☆38Updated 5 years ago
- Unified Pytorch framework for image-based self-supervised learning☆92Updated 5 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆89Updated 4 years ago
- Code for the paper "Curriculum Dropout", ICCV 2017☆26Updated 7 years ago
- Improving generalization by controlling label-noise information in neural network weights.☆40Updated 5 years ago
- ☆55Updated 4 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".☆16Updated 4 years ago
- 90%+ with 40 labels. please see the readme for details.☆36Updated 5 years ago
- Fine-grained ImageNet annotations☆30Updated 5 years ago
- ☆42Updated 5 years ago
- SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition (ICCV 2021)☆98Updated 3 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 6 years ago
- Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in fu…☆53Updated 4 years ago
- Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.☆25Updated 4 years ago
- (CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet …☆63Updated 5 years ago
- ☆53Updated 7 years ago
- PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction☆31Updated 4 years ago
- Official code for "Mean Shift for Self-Supervised Learning"☆56Updated 4 years ago
- Official implementation for the CVPR paper "Convolutional Dynamic Alignment Networks for Interpretable Classifications"☆30Updated 2 years ago
- Keras implementation of Representation Learning with Contrastive Predictive Coding for images☆35Updated 5 years ago
- Pytorch implementation of "Hallucinating Agnostic Images to Generalize Across Domains"☆11Updated 6 years ago
- DeepNCM: Deep Nearest Class Mean Classifiers☆13Updated 7 years ago
- Repository with code for paper "Inhibited Softmax for Uncertainty Estimation in Neural Networks"☆25Updated 6 years ago