standing-o/Machine_Learning_Paper_Review

Issues

• Pyramid tokens-to-token vision transformer for thyroid pathology image classification

  #36 opened 3 months ago by standing-o
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• Annotation-free deep learning-based prediction of thyroid molecular cancer biomarker BRAF (V600E) from cytological slides

  #25 opened 3 months ago by standing-o
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• Automatic whole slide pathology image diagnosis framework via unit stochastic selection and attention fusion

  #37 opened 3 months ago by standing-o
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• Interactive thyroid whole slide image diagnostic system using deep representation

  #35 opened 3 months ago by standing-o
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• Patch-based convolutional neural network for whole slide tissue image classification

  #32 opened 3 months ago by standing-o
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• Support vector machine based diagnostic system for thyroid cancer using statistical texture features

  #30 opened 3 months ago by standing-o
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• Deep learning based screening and ancillary testing for thyroid cytopathology

  #26 opened 3 months ago by standing-o
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• Classifying and segmenting microscopy images with deep multiple instance learning

  #31 opened 3 months ago by standing-o
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• Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images

  #28 opened 3 months ago by standing-o
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• Deep learning for identifying metastatic breast cancer

  #33 opened 3 months ago by standing-o
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• Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

  #29 opened 3 months ago by standing-o
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• Pathologist-level interpretable whole-slide cancer diagnosis with deep learning

  #27 opened 3 months ago by standing-o
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• Advancing medical imaging informatics by deep learning-based domain adaptation

  #23 opened 6 months ago by standing-o
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• Large-scale answerer in questioner's mind for visual dialog question generation

  #22 opened 6 months ago by standing-o
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• Architectural analysis of a baseline ISP pipeline

  #21 opened 9 months ago by standing-o
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• Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers

  #20 opened 10 months ago by standing-o
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• Why do tree-based models still outperform deep learning on typical tabular data?

  #19 opened a year ago by standing-o
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• Clustering with deep learning: Taxonomy and new methods

  #18 opened 2 years ago by standing-o
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• Self-supervised visual feature learning with deep neural networks: A survey

  #17 opened 2 years ago by standing-o
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• Explainable machine learning in credit risk management

  #16 opened 2 years ago by standing-o
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• An image is worth 16x16 words: Transformers for image recognition at scale

  #15 opened 2 years ago by standing-o
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• Attention is all you need

  #13 opened 2 years ago by standing-o
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• Delving deep into rectifiers: Surpassing human-level performance on imagenet classification

  #6 opened 3 years ago by standing-o
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• Training very deep networks

  #5 opened 3 years ago by standing-o
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• Batch normalization: Accelerating deep network training by reducing internal covariate shift

  #4 opened 3 years ago by standing-o
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• Dropout: a simple way to prevent neural networks from overfitting

  #3 opened 3 years ago by standing-o
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• Adam: A method for stochastic optimization

  #2 opened 3 years ago by standing-o
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• On the importance of initialization and momentum in deep learning

  #1 opened 3 years ago by standing-o
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• Gradient-based learning applied to document recognition

  #7 opened 3 years ago by standing-o
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• Opportunities and challenges in explainable artificial intelligence (XAI): A survey

  #8 opened 3 years ago by standing-o
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• Time series forecasting with deep learning: A survey

  #9 opened 3 years ago by standing-o
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• WaveNet: A generative model for raw audio

  #10 opened 3 years ago by standing-o
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• Lightgbm: A highly efficient gradient boosting decision tree

  #11 opened 3 years ago by standing-o
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• Neural machine translation by jointly learning to align and translate

  #12 opened 2 years ago by standing-o
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• Forecasting at scale

  #14 opened 2 years ago by standing-o
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