zero-shot-learning 339 few-shot-learning 57 deep-learning 57 pytorch 50 machine-learning 44 computer-vision 34 nlp 27 transfer-learning 25 python 22 natural-language-processing 22 large-language-models 21 clip 18 transformer 18 text-classification 17 llm 17 zero-shot-classification 15 transformers 13 domain-adaptation 12 prompt-engineering 11 generalized-zero-shot-learning 10 one-shot-learning 10 sentiment-analysis 10 llms 9 prompt-learning 9 python3 9 image-classification 9 huggingface-transformers 9 zero-shot 8 object-detection 8 ai 8 diffusion-models 8 huggingface 8 openai 8 generative-ai 8 contrastive-learning 8 tensorflow 8 relation-extraction 7 language-model 7 foundation-models 7 chatgpt 7 bert 7 in-context-learning 7 information-extraction 6 artificial-intelligence 6 named-entity-recognition 6 vision-language-model 6 natural-language-understanding 6 action-recognition 6 llama 6 continual-learning 6 meta-learning 6 multilingual 6 generalization 6 semantic-segmentation 5 unsupervised-learning 5 prompt 5 dataset 5 gpt-3 5 few-shot 5 multimodal 5 knowledge-graph 5 image-retrieval 5 text-to-speech 5 sketch-based-image-retrieval 5 classification 5 adversarial-learning 4 prompting 4 multilingual-nlp 4 video-understanding 4 attention-mechanism 4 metric-learning 4 generative-models 4 multilingual-models 4 fastapi 4 question-answering 4 instruction-tuning 4 deep-neural-networks 4 vision-and-language 4 reinforcement-learning 4 multi-task-learning 4 knowledge-distillation 4 diffusion 4 vision-language 4 generative-adversarial-network 4 generative-model 4 nlp-machine-learning 4 multimodal-learning 4 low-resource-languages 4 voice-cloning 4 gpt 4 representation-learning 4 machine-learning-algorithms 4 gradio 4 machine-translation 4 segment-anything 3 neural-network 3 supervised-learning 3 recommender-system 3 gans 3 adversarial-machine-learning 3