Tag: transfer-learning

10 What are the consequences of not freezing layers in transfer learning? 2018-04-23T05:25:07.953

9 How to arrange the dataset/images for CNN+LSTM 2019-05-13T02:44:35.853

6 What is the purpose of untrainable weights in Keras 2017-12-15T01:08:13.223

6 Why is input preprocessing in VGG16 in Keras not 1/255.0 2018-02-24T04:14:29.187

6 Is there any proven disadvantage of transfer learning for CNNs? 2018-04-26T09:16:51.497

6 Default value of learning rate in adam optimizer - Keras 2019-05-02T14:30:07.303

5 Can neural networks be adapted without recreating them completely? 2018-05-28T09:34:17.570

5 meaning of fine-tuning in nlp task 2019-05-27T15:48:21.827

5 Feeding 3 consecutive video frames to a CNN to track a tennis ball 2019-06-01T08:48:41.160

5 How to use MNIST dataset to make predictions on similar images (colorblindness charts)? 2020-01-13T04:06:30.357

4 Transfer learning by concatenating the last classification layer 2018-06-11T12:16:01.277

4 Make the CNN to say "I don't know" 2019-05-04T08:25:21.120

4 How to add a CNN layer on top of BERT? 2019-06-24T21:26:21.947

4 Why are results without Transfer Learning better than with Transfer Learning? 2020-08-03T10:37:01.683

3 Keras bug NasNetlarge no top 2018-05-27T11:04:57.507

3 Which is the fastest image pretrained model? 2018-10-04T10:20:07.493

3 How to help neuronal network with an other model 2018-12-24T17:35:43.340

3 How to properly resize input images for transfer learning 2019-02-17T21:01:31.297

3 Neural Network Model using Transfer Learning not learning 2019-04-04T08:37:09.517

3 incremental learning vs transfer learning 2019-08-07T11:07:37.147

3 How to choose layer from which to unfreeze image classification model 2020-01-07T10:04:19.867

3 Transfer Learning Question: Extending the Functionality of a Multipose-Estimation Machine Learning Model? 2020-02-07T06:57:59.373

3 What's the definition of retraining´╝č 2020-03-16T17:44:16.637

3 Effect of Stop-Word Removal on Transformers for Text Classification 2020-12-03T20:24:23.693

2 Transfer learning (on pre-trained inception net model) for multi label classification is giving similar probability for all labels 2018-01-03T05:24:12.223

2 GTX 1080t ti rans out of memory 2018-05-21T16:30:33.123

2 Fine-tuning NLP models 2018-05-28T06:40:54.240

2 What tasks you train with one set of features and predict with another? 2018-07-27T14:06:19.267

2 Resource and useful tips on Transfer Learning in NLP 2018-08-20T05:12:11.137

2 Why is performance worse when my time-series data is not shuffled prior to a train/test split vs. when it is shuffled prior to the split? 2019-02-16T05:36:46.813

2 Why do I need pre-trained weights in transfer learning? 2019-03-31T22:20:22.803

2 How does BERT deal with catastrophic forgetting? 2019-04-15T07:26:43.720

2 Transfer learning for a regression problem 2019-05-25T06:17:57.517

2 Does partial transfer learning require a lot of computer power? 2019-06-26T14:09:13.723

2 Confusion regarding prediction results of SVM and ANN on feature vectors 2019-06-28T07:30:42.167

2 How to add a new category to a existing trained deep learning model? 2019-08-05T10:04:12.713

2 Image Classification using Single Class Dataset using Transfer Learning 2019-11-28T17:49:22.943

2 Model not learning when using transfer learning 2019-11-28T20:27:40.313

2 Why is convnet transfer learning taking so long? 2019-12-27T10:07:28.453

2 PyTorch: How to use pytorch pretrained for single channel image 2020-01-03T09:54:04.607

2 How to load a saved model in TensorFlow? 2020-03-05T11:47:03.963

2 Real-life applications/examples of transfer learning approaches 2020-03-11T10:34:50.823

2 Error when trying Transfer Learning 2020-03-16T12:38:16.413

2 Existing pre-trained NLP models to detect if a text input is a question 2020-05-20T10:15:37.947

2 Any useful tips on transfer learning for a text classification task 2020-07-21T08:07:40.663

2 Overfitting while fine-tuning pre-trained transformer 2020-08-12T18:03:26.737

2 Can CNNs detect features of different images? 2020-09-02T13:42:50.843

2 TensorFlow - TFRecords load and transform images with bounding boxes 2020-12-29T00:42:07.927

1 Where to find pre-trained models for transfer learning 2018-02-02T09:03:04.940

1 Transfer learning: Poor performance with last layer replaced 2018-03-07T19:15:10.657

1 a simple way to test wether a tree-based classifier would transfer well to a target population? 2018-03-08T12:46:31.747

1 How to change the pooling to adaptpooling before FC layer in the Inception-ResnetV2 model in keras 2018-05-22T09:43:55.527

1 Domain adaption vs. heirarchical model - when to use which? 2018-05-24T15:53:57.930

1 Simple question about prediction classes of item in question vs not item in question 2018-08-14T22:22:38.353

1 Training InceptionV3/Resnet on custom data with CoreML/CreateML 2019-01-27T06:16:27.607

1 Transfer learning - small database 2019-02-08T04:34:06.090

1 Over fitting in Transfer Learning with small dataset 2019-03-25T18:21:12.277

1 Keras load pre-trained weights. Shape mismatch 2019-04-18T15:19:20.197

1 Transfer Learning with CNN layer trainable True - Accuracy not improving 2019-04-20T14:23:44.277

1 Selection of base model for transfer learning 2019-05-21T02:56:57.047

1 How to modify the resnet 50 in Pytorch (pre-trained) to give Multiple Outputs for Multi-Label Classification 2019-06-03T09:48:55.083

1 TensorFlow: how to restore pre-trained meta model and pass it's weights and biases to the optimizer? 2019-06-12T19:50:49.720

1 Transfer learning on yolo using keras 2019-06-22T19:34:13.300

1 Transfer learning VGGish (AudioSet). Impact of zero padding to fit the input size 2019-07-11T08:05:28.343

1 Are mainstream pre-trained models useful as discriminators? 2019-07-17T13:56:09.180

1 Using data agumentation for a frozen pre-trained model 2019-07-30T07:48:03.703

1 Hybrid classification neural network 2019-08-07T08:43:15.313

1 Transfer Learning and Recommender Systems 2019-09-12T18:10:24.447

1 How to apply transfer learning on a time-to-failure problem? 2019-10-24T11:18:56.983

1 How to fine tuning VGG16 with my own layers 2019-10-28T13:12:53.287

1 Why/When should I use VGG16 to do fine-tuning? 2019-11-17T01:15:33.153

1 Transfer learning between Language Model and classification 2019-11-25T11:29:15.457

1 Training of a CNN stops at the seventh epoch 2019-12-13T13:49:15.003

1 Comparison with transfer learning and CNN from scratch on a small dataset 2019-12-14T17:23:50.587

1 Negative examples for a Yes/No image classification neural network 2020-02-18T22:34:22.310

1 Transfer learning from saved frozen graph 2020-02-22T19:52:00.343

1 Recursive Transfer Learning 2020-03-27T17:54:28.177

1 Multi-Class CNN model predicting only one class but still the accuracy is high 2020-04-13T05:38:38.777

1 Transfer Learning and Unknown Object Identification 2020-04-17T06:17:12.450

1 From Patch-based Classifier to Full Image classifier 2020-05-02T21:59:58.443

1 Daily new data for my neural network, and I want transfer(?) learning 2020-06-11T05:28:13.673

1 What is the theoretical differences of Multitask learning vs Fine tuning based transfer learning? 2020-06-17T14:44:55.673

1 How many layers should I replace in transfer learning CNN 2020-06-21T00:28:53.410

1 Imbalanced Dataset (Transformers): How to Decide on Class Weights? 2020-07-21T11:38:25.123

1 Understanding Transfer Learning of Word Embeddings 2020-07-27T12:54:28.483

1 Is Flatten() layer in keras necessary? 2020-08-10T16:41:03.980

1 Why does Transfer Learning works better on smaller datasets than on larger ones? 2020-08-26T07:40:02.997

1 Transfer learning with many small datasets 2020-09-24T14:41:38.500

1 What's the difference between transfer learning and feature extraction in CNN? 2020-10-02T10:44:40.897

1 Is it possible to use a pretrained scikit learn model to make predictions on a dataset with different features (than those used during training) 2020-11-22T05:09:59.543

1 Would there be any reason to pretrain BERT on specific texts? 2021-02-07T20:21:47.693

1 Transfer Learning on Resnets/VGGs -- Validation accuracy can never be over 75% 2021-02-11T19:02:10.937

1 Latent space for cross domain numerical features 2021-02-19T17:18:45.933

1 Validation loss diverging away from the training loss 2021-02-26T18:15:34.053

0 correcting conditional and marginal distribution in transfer learning 2018-07-09T07:23:48.317

0 Keras cNN Transfer Model: Reduce Final Model Size? 2018-07-30T15:14:38.927

0 Image features (produced by VGG19) do not properly train an ANN in Keras 2018-11-07T12:12:14.260

0 Does fine-tuning of transferred layers perform better than frozen transferred layers? 2018-11-14T19:38:12.287

0 Why and how BERT can learn different attentions for each head? 2018-12-21T03:34:42.383