deep-learning 21 fine-tuning 14 pretrained-models 14 jina 13 pretraining 13 neural-search 13 siamese-network 13 neural-network 13 metric-learning 13 triplet-loss 13 python 11 machine-learning 9 nlp 8 auth 7 sdk 7 meta-learning 6 transfer-learning 6 pytorch 6 zero-shot-learning 5 dataset 4 robotics 4 scikit-learn 3 classification 3 few-shot-classifcation 3 tensorflow 3 few-shot 3 transformers 3 negative-sampling 2 finetuning 2 bert 2 openai-clip 2 similarity-learning 2 large-language-models 2 sentence-transformers 2 regularization-parameters 2 importance-sampling 2 generalization 2 feature-selection 2 domain-adaptation 2 dann 2 adversarial-networks 2 adversarial-learning 2 transformer 2 spacy 2 natural-language-processing 2 few shot learning 2 ai 2 generative-ai 2 interactive-learning 2 llm 2 robot-perception 2 object-learning 1 language 1 images 1 fewsol 1 dataloader 1 attributes 1 vision-language 1 3d 1 prototype-learning 1 automl 1 benchmark 1 nlproc 1 2d 1 pose-estimation 1 pytorch-implementation 1 fewshot learning 1 segementation 1 machine learning 1 few-shot learning 1 bilevel-optimization 1 few-shot-lerning 1 Deep learning 1 hyperparameter-optimization 1 model-selection 1 prompting 1 question-answering 1 datasets 1 data-centricity 1 augmentation 1 data-augmentation 1 one-shot-learning 1 paddlepaddle 1 few-shot-paper 1 few-shot-papers 1 low-shot 1 paper 1 papers 1 visualization 1 nlu 1 xai 1 text-classification 1 explainable AI 1 multi-modal 1 computer vision 1 mnist 1 medmnist 1 medical-imaging 1 openmmlab 1 medical-image-computing 1