Tag: transfer-learning

24 Is it possible to train a neural network incrementally? 2017-09-06T09:57:10.807

5 What are the real-life applications of transfer learning? 2019-10-05T01:51:23.897

4 Why does unsupervised pre-training help in deep learning? 2016-08-02T17:01:18.317

4 How can I improve the performance of a model trained to detect vehicle poses? 2019-11-19T12:22:47.323

3 Training a reinforcement learning model with multiple images 2019-05-28T14:44:04.090

3 Are there any better visual models for transfer rather than ImageNet? 2019-06-25T18:05:47.027

3 What is the difference between learning without forgetting and transfer learning? 2019-07-29T09:20:14.250

3 What are the differences between transfer learning and meta learning? 2020-02-25T07:12:59.893

3 How can I detect the frame from video streaming that contains a graffiti on city wall? 2020-03-17T10:28:29.667

3 What is the difference between "out-of-distribution (generalisation)" and "(meta)-transfer learning"? 2020-03-22T13:46:25.487

2 Why do we have to train a model from scratch every time? 2017-11-22T08:04:29.000

2 Paper & code for "unsupervised domain adaptation" for regression task 2019-07-06T09:16:24.047

2 What are the most common methods to enable neural networks to adapt to changing environments? 2019-08-05T14:02:01.750

2 How is transfer learning used to mitigate catastrophic forgetting in neural networks? 2019-08-24T10:23:48.223

2 Transfer learning to train only for a new class while not affecting the predictions of the other class 2019-08-26T14:19:49.737

2 How to transfer learn Darknet YOLOv3 2019-09-25T08:41:48.707

2 Precise description of one-shot learning 2019-10-29T08:20:18.053

2 What is the difference between using a backbone architecture and transfer learning? 2020-01-29T22:33:48.273

2 Pre-trained Models for Topic Modelling Transfer Learning (LDA) 2020-03-11T13:11:51.567

2 What is the difference between one-shot learning, transfer learning and fine tuning? 2020-06-08T05:34:00.550

1 Binary annotations on large, heterogenous images 2019-07-03T21:44:12.283

1 Is convergence to a local minima more likely with transfer learning? 2019-07-25T09:28:02.890

1 learning object recognition of primitive shapes through transfer learning problem 2019-11-22T10:26:57.503

1 Reasoning behind $Zero$ validation accuracy in the following ResNet50 model for classification 2019-12-28T18:17:50.860

1 What are the actual math or computer science concepts behind these unfamiliar hyperparameters in the Deep Dream Generator's Deep Style? 2020-04-13T04:02:06.170

1 Is the high dimensionality of input vectors a problem for a radial basis function neural network? 2020-05-09T15:06:00.653

1 How does batch normalisation actually work? 2020-07-10T04:10:08.553

1 Reference for Transfer Learning via Final Layers of a Neural Network 2020-07-27T12:12:34.933

1 What is layer freezing in transfer learning? 2020-08-10T08:05:12.857

0 Can neural networks always be assembled like Lego blocks? 2020-04-25T11:52:27.413

0 How to "forward" updated NN model to a transferred model? 2020-07-09T22:12:14.443

0 Can I train a neural network with multiple datasets (e.g. 25)? 2020-07-23T02:05:34.473

0 Transfer Learning: Finetune a model with a splitted dataset? 2020-08-13T17:53:19.207

0 What's the difference between Domain Randomization and Domain Adaptation? 2020-08-18T17:24:32.113

0 Why is domain adaptation and generative modelling for knowledge graphs still not applied widely in enterprise data? What are the challenges? 2020-09-02T14:52:36.123