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Importance of cyclical learning rates for training deep learning neural nets.
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Techniques to handle vanishing or exploding gradients in deep learning neural networks ?
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In recent times, is there an importance of Batch Normalization networks ?
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Which are the latest deep learning models for zero-shot speech classification ?
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Which are the latest deep learning models for zero-shot image classification ?
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p-value for feature selection in training process: Has p-value ever been used for feature selection in Machine Learning related to Tabular Data ? If yes, advantages and disadvantages.
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What are the different ways to get user embeddings apart from matrix factorization of user-item matrix ?
21 November 2022 9,317 2 View
When it comes to recommendation systems and popularity based item recommendation, what is the most popular algorithm ?
21 November 2022 2,365 4 View
Between H265 and H266, which video codec standard is better in terms of storage size and video quality ? And what are the pros and cons of each of them.
15 October 2022 1,736 0 View
What is the best computer vision or CNN model for detecting very small objects in high resolution images ?
22 September 2022 5,333 2 View
Are there survey research papers or blogs when it comes to Automatic Content Recognition and which companies are doing it ?
16 September 2022 8,953 0 View
What are the latest advances on generating english text sub-titles for videos with non-english audio ?
15 September 2022 5,740 0 View
Self-supervised learning: in which domain between NLP, Computer Vision and Speech, it is used the most ?
21 May 2022 2,370 3 View
When it comes to train-test split for time series analysis, how is it typically done ? Or rather how is the 80:20 or 60:40 ratio determined ?
10 April 2022 2,616 7 View
Open-source Deep learning architectures for synthetic audio generation in a known person's voice.
28 February 2022 2,883 0 View
In which application of Machine Learning ( NLP, Computer Vision, etc ) would we find maximum value with Semi-Supervised Learning and Self-Training ?
19 February 2022 8,508 3 View
What are the latest advances in Zero Shot and Few-Shot learning for object classification and text classification ?
13 January 2022 1,304 3 View
What are the latest advances in zero-shot learning on NLP ?
12 January 2022 5,883 4 View
Are there pre-trained English Speech to text deep learning models available as open-source ?
06 September 2021 470 6 View
Are there open source datasets and pre-trained deep learning models available for voice sentiment classification ?
06 September 2021 507 6 View
Given a huge dataset of audio signals say of 10s or 60s ( which contains songs, recitation, political speeches, etc. ), are there traditional ML or deep learning techniques to cluster those audio...
10 August 2021 3,398 2 View
Has transformers ( applied in NLP ) been applied to Computer Vision ?
26 May 2020 1,761 8 View
Pruning of connections between hidden layers or pruning the number of hidden layers.
18 May 2020 7,081 8 View
How are the loss functions of Multi-Class classification and Multi-label classification different ? Please give examples.
11 March 2020 5,928 6 View
Hi Guys, I was wondering if there are deep learning techniques existing which given a photo ( picture ) could analyse and generate a textual description of the photo. I am referring not just tag...
16 January 2020 5,496 5 View
Are there any efficient and effective alternatives to 1d depth-wise convolution which will increase the classification accuracy and also reduce the size of the network i.e. number of learnable...
27 December 2019 3,167 3 View
Given a paragraph, are there standard techniques on paragraph summarization, like extracting relevant keywords. Anything in this direction will be help-ful
18 December 2019 7,821 7 View
I was wondering what are the standard applications of 2D Convolutional Neural Networks in Natural Language Processing. A technique I am familiar with is called DDSM.
18 December 2019 5,844 3 View
Are there deep learning or natural language models for automated tag generation from paragraphs ?
30 November 2019 2,143 4 View
Reduction of noise in training labels.
22 November 2019 9,987 3 View
Validation/Test loss lower than Training loss....possible reasons ?
22 November 2019 7,926 2 View
Hi Guys, is there any current research done as to figuring out a way to reduce the size of DenseNet for Image classification ? This can either be through weight quantization or removing of skip...
22 November 2019 1,157 6 View
I know PCA is unsupervised. Any research paper on Supervised Dimension Reduction Techniques.
22 November 2019 2,843 6 View
Hi, is there any quantifiable scientific process to understand whether a deep learning model trained on a certain image classification dataset can be used for transfer learning for image...
11 November 2019 9,209 2 View
Time-Series Clustering and Correlation: My question is pertaining to getting a overall measure of the time series correlation over the entire time period for which the time series is defined.
04 September 2018 1,999 4 View
Clustering - Neural Netowrks
02 September 2018 2,192 4 View
