Tag: deep-neural-networks

73 How is it possible that deep neural networks are so easily fooled? 2016-08-02T17:05:27.590

41 What is fuzzy logic? 2016-08-02T15:47:56.593

29 How to find the optimal number of neurons per layer? 2016-08-02T15:41:22.020

28 How is a deep neural network different from other neural networks? 2016-08-02T16:59:30.683

21 Is the pattern recognition capability of CNNs limited to image processing? 2016-08-02T16:38:55.800

13 Should deep residual networks be viewed as an ensemble of networks? 2016-09-20T10:54:14.493

12 Can layers of deep neural networks be seen as Hopfield networks? 2018-09-03T09:56:39.463

11 What kind of problems require more than 2 hidden layers? 2016-08-02T16:29:24.803

11 Why are deep neural networks and deep learning insufficient to achieve general intelligence? 2017-02-15T08:33:57.883

10 What is the "dropout" technique? 2016-08-02T16:08:23.377

10 What is a deep neural network? 2016-08-02T17:12:58.533

9 How much of a problem is white noise for the real-world usage of a DNN? 2017-02-23T21:11:34.133

8 What's the difference between hyperbolic tangent and sigmoid neurons? 2016-08-02T19:02:33.003

6 Which machine learning algorithm is used in self-driving cars? 2016-08-02T18:59:44.230

6 Has any research been done on DNN Music? 2016-08-05T08:51:50.657

6 Neural networks efficiently solve traveling salesmen problems? 2017-02-25T21:46:50.777

6 Has anybody tried unsupervised deep learning from youtube videos? 2018-04-09T16:10:35.577

5 Using crowdsourcing for deep learning 2017-01-16T12:17:41.363

5 Precise localization and characterization of rudimentary shapes with neural networks 2017-05-10T20:07:49.943

5 Is it possible to construct an ANN that is more efficient than the human brain? 2017-08-29T10:11:11.713

5 How can neural networks that extract many features be fooled by adversarial images? 2018-04-13T16:15:31.080

5 What do neural connection weights represent 'conceptually'? 2018-06-16T21:03:09.043

5 Suitable reward function for trading buy and sell orders 2019-01-20T00:44:44.533

4 What can be done to correct for sampling bias introduced from (noisy) training data while training a DNN? 2016-08-22T19:28:42.590

4 Dataset containing images of varying dimensions and orientations 2016-11-28T13:55:06.963

4 What is the most time-consuming part of training deep networks? 2018-04-01T19:50:28.670

4 Regression with more than one output, neural network 2018-06-13T18:13:46.330

4 Sparsity constraint in a deep autoencoder 2018-07-09T11:01:30.103

4 Does it make sense to use batch normalization in deep (stacked) or sparse auto-encoders? 2018-07-23T09:39:01.130

4 How can I use one neural network for both players in Alpha Zero (Connect 4)? 2019-07-24T19:25:13.597

4 What kind of output should be used for predicting angles in DNNs? 2019-07-31T06:35:55.440

4 Iteratively and adaptively increasing the network size during training 2019-08-13T07:39:56.690

4 My Deep Q-Learning Network does not learn for OpenAI gym's cartpole problem 2020-08-11T15:42:37.790

3 What are the methods of optimizing overfitted models? 2016-08-02T15:55:15.957

3 How can generalization error be estimated? 2016-08-02T16:16:46.797

3 Are there any learning algorithms as powerful as "deep" architectures? 2016-08-05T18:22:41.003

3 What activation function is not used at the final layer of super resolution neural models? 2018-02-10T01:54:04.027

3 Should the actor or actor-target model be used to make predictions after training is complete (DDPG)? 2018-02-27T13:27:26.843

3 what's the definition of singularity in the context of neural networks? 2018-05-18T00:57:01.580

3 How to build my own dataset and model for an LSTM neural network 2018-06-26T22:07:13.167

3 Significance of depth of a deep neural network 2018-11-10T19:38:48.130

3 Alpha zero before move 8 2018-11-23T14:24:55.930

3 Can you learn parameters in nonlinear function? 2019-05-21T13:19:08.540

3 What could an oscillating training loss curve represent? 2019-08-21T08:33:19.477

3 Is batch normalization not suitable for non-gaussian input? 2019-11-03T04:36:24.793

3 Is it possible to create a decompiler using AI? 2019-11-11T15:34:12.150

3 Can Google's patented ML algorithms be used commercially? 2019-11-17T03:06:57.037

3 How to detect vanishing gradients? 2020-02-19T19:12:30.087

3 Are there any commonly used discontinuous activation functions? 2020-03-31T11:21:22.900

3 What's the right way of building a deep Q-network? 2020-06-05T17:30:33.073

2 How does deepmind's Atari game AI work? 2016-09-10T04:33:25.000

2 Network representation for Q-Learning in carrom 2016-11-01T19:42:17.713

2 How would I implement this New Type of NN 2018-01-11T22:07:19.627

2 Do Le et al. (2012) train all three autoencoder layers at a time, or just one? 2018-05-07T16:53:52.863

2 Elon musk's comment on "non-benign AI scenarios" 2018-06-14T11:29:37.730

2 Deep learning model (LSTM) with temporal and non temporal attributes 2018-06-29T08:10:35.707

2 Using two generative adversarial nets to classify articles - what is a good approach? 2018-08-14T10:35:42.207

2 Chess policy network 2018-11-05T17:42:12.927

2 Deep Q-Learning poor convergence on Stochastic Environment 2018-11-17T11:39:38.267

2 How to define cost function for custom nonlinear functions? 2019-05-28T14:25:06.190

2 Spikes in of Train and Test error 2019-07-16T08:23:12.440

2 In how few updates can a multi layer neural net be trained? 2019-08-30T02:55:16.430

2 Which deep neural networks are appropriate for the detection of bombs? 2019-11-13T00:10:15.633

2 Is there anything theoretically revolutionary about Deep Neural Network? 2019-11-13T06:20:41.290

2 What is the difference between Kaldi and DeepSpeech speech recognition systems in their approach? 2019-11-25T06:18:13.243

2 what will i be able to do in the end of AI: modern approach? 2019-12-04T05:40:53.867

2 Why Pixel RNN (Row LSTM) can capture triangular contexts? 2020-04-18T15:33:29.893

2 How does the target network in double DQNs find the maximum Q* value for each action? 2020-07-21T14:20:27.200

2 Why does using a higher representation space lead to performance increase on the training data but not on the test data? 2020-09-01T00:02:24.690

1 Do you need single or multiple networks to detect multiple faces? 2016-08-04T12:10:26.593

1 How many GPUs can these deep learning algorithms be parallelized across (batch parallelization)? 2017-05-28T04:41:39.593

1 Dense-Sparse-Dense CNN training 2017-10-23T08:57:52.940

1 How can I design the input layer of a feed-forward neural network to be trained with a medical dataset with three features? 2017-12-16T05:32:04.693

1 Are there some guidelines for designing the architecture of neural networks? 2017-12-28T20:52:32.340

1 Are there a finite set of computable functions constructing deep neural network which can form or implement any c.e. function or computable function? 2018-01-21T14:54:11.900

1 Confidence interval around a DNN prediction 2018-07-25T13:00:25.777

1 How to create Partially Connected NNs with prespecified connections using Tensorflow? 2018-10-05T16:47:38.873

1 How to handle varying length of inputs that represent dependencies and recursivity in deep neural networks in case of regression? 2019-02-20T23:54:50.313

1 What is the feasible neural network structure that can learn to identify types of trajectory of moving dots? 2019-04-07T16:07:04.643

1 How long it takes to train face recognition deep neural network? (rough estimation) 2019-05-24T21:23:13.537

1 One end to end Neural network or many task-specific ones? 2019-05-28T07:32:34.133

1 Further Normalization of Standardized data - ANN 2019-06-17T05:39:46.347

1 Camera pose to environment Mapping 2019-08-11T20:46:45.330

1 Are there deep networks that can differentiate object class from individual object? 2019-10-15T01:00:15.977

1 Should I use deep learning to solve my task? 2019-12-09T23:26:11.397

1 Relationship between model complexity (depth) and dataset size 2019-12-11T21:00:53.167

1 Can a trained Vid2Vid model be run on AMDs Ryzen 2700x with 32GB of RAM? 2020-01-13T14:35:00.487

1 Multiple GPUs one expensive GPU, which gpu to buy for real time processing (not training) 2020-01-17T06:18:20.213

1 How many layers exists in my neural network? 2020-01-27T21:26:32.430

1 Post-classification after inference 2020-02-04T16:40:39.650

1 Training accuracy vs validation accuracy on deep models 2020-02-05T20:39:49.977

1 Steps to train and re-train a good model 2020-02-17T07:10:48.970

1 How to use convolution neural network in Deep-Q? 2020-03-05T20:05:28.857

1 Random value generator using a single neuron or DNN 2020-05-11T04:30:05.957

1 How can I find the similar non-zero connections between different levels of sparsity of the same network? 2020-05-21T13:38:33.120

1 Understanding the role of the target network in this DQN algorithm 2020-05-28T08:42:38.980

1 Can we use a pre trained Encoder (BERT, XLM ) with a Decoder (GPT, Transformer-XL) to build a Chatbot instead of Language Translation? 2020-06-12T03:26:21.317

1 Why do we need target network in deep Q learning? 2020-07-15T17:03:01.307

1 Advantages of training Neural Networks based on analytic success criteria 2020-07-17T07:59:35.873