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Search results for classification few shot learning

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few-shot-learning x

24 search results found

Medmnist ⭐ 903

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Few Shot Classification Leaderboard ⭐ 303

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

Deep Kernel Transfer ⭐ 142

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

Ganbert ⭐ 127

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

Negative Margin.few Shot ⭐ 99

PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”

Crossdomainfewshot ⭐ 93

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

[ICLR'19] Meta-learning with differentiable closed-form solvers

Orbit Dataset ⭐ 82

The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.

Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning

Knowledge_evolution ⭐ 67

(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets

Ssl Few Shot ⭐ 60

ACL 2019 paper:Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification

Protoner ⭐ 39

Few-shot classification in Named Entity Recognition Task

Prototransfer ⭐ 37

Official code for the paper "Self-Supervised Prototypical Transfer Learning for Few-Shot Classification"

Awesome Few Shot Meta Learning ⭐ 27

awesome few shot / meta learning papers

Awesome Few Shot ⭐ 27

Awesome Few-shot learning

Prompt Tuning ⭐ 26

A pipeline for Prompt-tuning

MTUNet: Few-shot Image Classification with Visual Explanations

COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"

Protonet Bert Text Classification ⭐ 16

finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet

Code release for the paper BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. (TIP2020)

Stc Maml Pytorch ⭐ 7

A PyTorch implementation of our INTERSPEECH2020 paper 'An inverstigation of few-shot learning in spoken term classification.'

Transfer Sgc ⭐ 7

Code for "Exploiting Unsupervised Inputs for Accurate Few-Shot Classification"

Meta Learning Paperreading ⭐ 7

Notes for daily reading papers

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