mixture-of-experts 160 deep-learning 32 moe 28 machine-learning 23 large-language-models 23 pytorch 23 llm 22 nlp 14 artificial-intelligence 14 transformer 11 ai 10 computer-vision 9 transformers 9 python 6 language-model 6 gaussian-processes 6 neural-networks 6 efficiency 5 llms 5 multi-task-learning 5 deep-neural-networks 5 ml 5 llm-inference 5 generative-ai 5 llama 5 vision-transformer 4 multimodal-large-language-models 4 attention 4 transfer-learning 4 natural-language-processing 4 ensemble 4 huggingface 3 vision-language-models 3 low-level-vision 3 conditional-computation 3 llms-reasoning 3 foundation-models 3 mixtral-8x7b 3 pytorch-implementation 3 multi-modal 3 instruction-tuning 3 lora 3 ensemble-learning 3 neural-network 3 gpt 3 tensorflow 3 inference 3 keras 3 prompt-tuning 3 graph-neural-networks 3 unsupervised-learning 3 mixture-models 3 deepseek 3 mixture-of-models 2 diffusion-models 2 generalization 2 generative-model 2 deep-reinforcement-learning 2 alignment-strategies 2 federated-learning 2 anomaly-detection 2 llama3 2 mistral-7b 2 chest-xrays 2 ct-scans 2 contrastive-learning 2 adaptive-computation 2 radiology-report-generation 2 mri-images 2 medical-imaging 2 medical-image-captioning 2 feature-pyramid-network 2 bert 2 training 2 interpretability 2 domain-adaptation 2 megatron-lm 2 kdd2018 2 multitask-learning 2 tensorflow2 2 peft 2 kv-cache 2 deeplearning 2 supervised-learning 2 mergekit 2 model 2 small-language-models 2 all-in-one-restoration 2 image-restoration 2 model-based-clustering 2 regression-algorithms 2 machine-learning-algorithms 2 cnn 2 mistral 2 qwen 2 sft 2 uncertainty-quantification 2 fine-tuning 2 r-package 2 partial-differential-equations 2