deep-learning 7 pytorch 6 multi-task-learning 4 machine-learning 4 nlp 4 python 3 bert 3 transformer 3 datasets 2 single-cell-assignment 2 multiple-references 2 metric-learning 2 word-segmentation 2 text-classification 2 pretrained-models 2 part-of-speech 2 ner 2 named-entity-recognition 2 encoder-decoder 2 cws 2 scikit-learn 2 transformers 2 multiobjective-optimization 2 multi-objective-optimization 2 sentence-representation 1 nyu 1 google 1 GPT-2 1 GPT 1 tklearn 1 BERT 1 tensorflow 1 learning 1 deep 1 NLP 1 ple 1 multi-domain-learning 1 mtl 1 mmoe 1 pinns 1 physics-informed-neural-networks 1 continual-learning 1 text 1 tumor-detection 1 tumor 1 transcriptomics 1 single-cell 1 oncology 1 medicine 1 hallmarks-of-cancer 1 cancer 1 biology 1 bioinformatics 1 task-precondition 1 task-composition 1 multitasking 1 deep-neural-networks 1 deep-neural-network 1 catalyst 1 transfer-learning 1 pathology-gan 1 pathology 1 multiplex 1 immunohistochemistry 1 immunohistochemical-images 1 image-segmentation 1 digital-pathology 1 cloud-native-applications 1 cell-segmentation 1 cell-biology 1 ai-ready 1 Classification 1 Segmentation 1 IHC 1 DeepLIIF 1 python3 1 machine-learning-algorithms 1 torch 1 optimization 1 jacobian-descent 1 sure-independence-screening 1 sparse-principal-component-analysis 1 robust-principal-component-analysis 1 r 1 principal-component-analysis 1 polynomial-algorithm 1 poisson-regression 1 ordinal-regression 1 logistic-regression 1 linear-regression 1 high-dimensional-data 1 feature-selection 1 cox-regression 1 classification-algorithm 1 best-subset-selection 1 whole-slide-imaging 1 super-resolution 1 stitching 1 segmentation 1 pathology-image 1