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22 search results found

Setfit ⭐ 1,813

Efficient few-shot learning with Sentence Transformers

Hands On Meta Learning With Python ⭐ 857

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

Promptclue ⭐ 592

PromptCLUE, 全中文任务支持零样本学习模型

Hands On Deep Learning Algorithms With Python ⭐ 241

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Siamese Mask Rcnn ⭐ 202

Siamese Mask R-CNN model for one-shot instance segmentation

Multilingual_kws ⭐ 127

Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus

Scaling Laws Openclip ⭐ 112

Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)

Vq Font ⭐ 107

[ICCV 2023] Few shot font generation via transferring similarity guided global and quantization local styles

Siamese Networks ⭐ 103

Few Shot Learning by Siamese Networks, using Keras.

Meta Learning Bert ⭐ 94

Meta learning with BERT as a learner

Hands On Deep Learning Algorithms With Python ⭐ 90

Hands-On Deep Learning Algorithms with Python, By Packt

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

Mixing Language Models with Self-Verification and Meta-Verification

Prototypical Networks ⭐ 29

A novel method for few shot learning

Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation

One Shot Steel Surfaces ⭐ 15

One-Shot Recognition of Manufacturing Defects in Steel Surfaces

Large Scale Pretraining Transfer ⭐ 11

Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

Cml_amp_few Shot_text_classification ⭐ 9

Perform topic classification on news articles in several limited-labeled data regimes.

Parkinson detection based on wave sketches and deep learning - PDS

Covid19 Few Shot Learning ⭐ 5

Atsc_prompts ⭐ 5

Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"

Realtime Retinanet ⭐ 5

Create a real-time object detection with a few examples using RetinaNet.

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