Tag: deep-learning

82 Do scientists know what is happening inside artificial neural networks? 2016-08-09T02:08:56.663

62 How can neural networks deal with varying input sizes? 2016-09-23T10:33:58.060

53 What are some well-known problems where neural networks don't do very well? 2020-03-11T17:27:32.623

45 Can digital computers understand infinity? 2019-10-05T00:18:38.083

41 In a CNN, does each new filter have different weights for each input channel, or are the same weights of each filter used across input channels? 2018-03-22T02:36:20.950

36 Which library would you recommend to begin with deep learning? 2017-06-22T13:35:38.667

32 Why is Lisp such a good language for AI? 2016-10-31T03:38:07.027

23 What is the purpose of an activation function in neural networks? 2018-03-02T21:27:24.353

20 Can a neural network be used to predict the next pseudo random number? 2017-08-21T15:18:15.710

19 Understanding GAN loss function 2017-06-13T10:50:56.343

18 Why do most deep learning papers not include an implementation? 2020-05-14T14:19:56.070

17 Issues with and alternatives to Deep Learning approaches? 2016-08-03T18:05:26.937

17 What is the difference between machine learning and deep learning? 2016-08-25T22:19:10.773

16 How do I handle large images when training a CNN? 2017-08-31T11:04:35.500

16 What is the concept of Tensorflow Bottlenecks? 2017-12-28T11:12:28.850

15 Has anyone thought about making a neural network ask questions, instead of only answering them? 2016-09-12T05:41:30.610

15 When is deep learning overkill? 2017-03-16T11:41:46.100

14 What's the main concept behind capsule networks? 2017-11-02T06:33:19.507

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

13 Input/output encoding for a neural network to learn a grid-based game 2017-06-09T11:21:34.740

13 Is there any scientific/mathematical argument that prevents deep learning from ever producing strong AI? 2018-06-15T11:40:24.003

13 How to implement a constrained action space in reinforcement learning? 2018-08-29T16:04:16.113

13 Can BERT be used for sentence generating tasks? 2018-11-24T13:44:39.893

12 How would Deepmind's new "differentiable neural computer" scale? 2016-10-13T15:00:49.880

12 How do generative adversarial networks work? 2016-10-24T11:42:28.893

12 Can an AI be trained to generate the outline of a story? 2018-05-15T19:44:19.023

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

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

11 Is there actually a lack of fundamental theory on deep learning? 2017-03-15T09:10:28.523

11 How can policy gradients be applied in the case of multiple continuous actions? 2017-09-21T08:27:28.160

11 Which layer in a CNN consumes more training time: convolution layers or fully connected layers? 2018-09-06T23:27:52.350

11 Loss jumps abruptly when I decay the learning rate with Adam optimizer in PyTorch 2018-09-20T13:14:32.060

11 What is geometric deep learning? 2019-03-12T10:29:49.193

11 Why would you implement the position-wise feed-forward network of the transformer with convolution layers? 2019-09-18T23:45:28.737

11 What are all the different kinds of neural networks used for? 2019-09-23T08:33:58.867

11 What are the state-of-the-art results on the generalization ability of deep learning methods? 2019-11-15T09:22:00.470

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

10 Do deep learning algorithms represent ensemble-based methods? 2016-09-15T15:34:08.027

10 AI that can generate programs 2017-02-07T19:44:51.280

10 A deep learning algorithm to optimize the outcome 2017-08-31T17:16:28.970

10 Measuring Object size using Deep Neural Network 2017-10-16T18:10:03.370

10 What are the latest 'hot' research topics for deep learning and AI? 2018-03-21T14:45:23.513

10 Can some one help me understand this paragraph from Nvidia's progressive gan paper? 2018-06-06T23:27:24.313

10 What is the concept of channels in CNNs? 2018-12-30T06:36:03.300

10 Will parameter sweeping on one split of data followed by cross validation discover the right hyperparameters? 2019-09-25T05:33:16.187

9 How much of Deep Mind's work is actually reproducible? 2016-08-04T07:43:33.010

9 Was DeepMind's DQN Atari game learning simultaneous? 2016-10-20T01:42:51.263

9 What are the best known gradient-free training methods for deep learning? 2017-08-24T12:42:23.943

9 What benefits can be got by applying Graph Convolutional Neural Network instead of ordinary CNN? 2018-09-02T08:30:34.710

9 What is the difference between search and learning? 2019-04-13T18:28:22.733

8 What is "early stopping" in machine learning? 2016-08-02T15:53:00.447

8 Is Lisp still worth learning today in the particular context of Machine learning? 2017-06-23T13:06:15.847

8 5 years later, are maxout networks dead, and why? 2018-07-10T21:35:57.660

8 How can alpha zero learn if the tree search stops and restarts before finishing a game? 2019-04-12T11:42:10.900

8 Why use a recurrent neural network over a feedforward neural network for sequence prediction? 2019-11-02T14:56:02.313

8 Deep learning for bitmap tracing: extract simple svg paths from bitmaps 2019-11-20T16:45:10.173

8 How can an AI freely make decisions on a network? 2019-12-10T16:48:14.897

8 Should neural nets be deeper the more complex the learning problem is? 2020-04-27T13:21:20.443

7 What is the most abstract concept learned by a deep neural network? 2016-10-10T00:02:42.510

7 Are more than 8 high performance Nvidia GPUs practical for deep learning applications? 2017-05-23T11:06:33.233

7 What do you call a machine learning system that keeps on learning? 2017-08-29T08:57:30.060

7 Synapses automatically select it's neurons 2017-08-29T18:11:36.497

7 How do I create an AI for a two-players board game? 2017-12-14T12:39:33.200

7 Why number of hidden units in a layer are suggested to be in powers of 2? 2018-02-22T16:56:56.350

7 Why do we prefer ReLU over linear activation functions? 2018-05-19T16:41:50.253

7 Loss functions for Hierarchical Multi-label classification? 2018-08-13T12:15:57.880

7 Is there a difference in the architecture of deep reinforcement learning when multiple actions are performed instead of a single action? 2018-08-24T21:11:06.363

7 How much can the addition of new features improve the performance? 2018-10-30T20:38:16.187

7 What does it mean to do multi-dimensional processing with tensors in tensor cores? 2018-12-09T15:13:44.007

7 How should we choose the dimensions of the encoding layer in auto-encoders? 2018-12-27T17:26:27.467

7 Can machine learning be used to develop better reverse engineering/decompilation tools? 2018-12-29T07:52:34.703

7 Is it possible to use AI to reverse engineer software? 2019-01-14T12:43:31.843

7 2 Player Games in OpenAI Retro 2019-03-12T16:30:55.220

7 Why is the derivative of the activation functions in neural networks important? 2019-08-14T22:30:05.013

7 Why does reinforcement learning using a non-linear function approximator diverge when using strongly correlated data as input? 2020-01-29T08:47:11.317

7 How should the neural network deal with unexpected inputs? 2020-03-21T20:26:09.117

6 How to write C decompiler using AI? 2016-08-03T10:03:58.587

6 Board/Card Game AI - Questions concerning state/action space - Deep Reinforcement Learning 2016-10-26T08:11:31.073

6 Machine Learning hardware usage in embedded applications 2017-03-06T10:00:44.500

6 What does deep learning offer with respect to standard machine learning? 2017-03-08T07:51:37.170

6 OpenAI Baselines DQN - handling of invalid actions 2017-05-29T09:02:28.270

6 AI efficiency KPI 2017-09-10T07:41:34.533

6 Is the new Alpha Go implementation using Generative Adversarial Networks? 2017-10-24T13:34:38.233

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

6 Does the model learn from the average of all the data points in the mini-batch? 2018-05-22T09:49:42.907

6 What is experience replay in laymen's terms? 2018-05-30T19:09:05.100

6 Why not teach to a NN not only what is true, but also what is not true? 2018-07-13T09:47:49.763

6 How to model categorical variables / enums? 2018-09-01T11:32:05.430

6 Learning Rate Decay and Exploration Rate Decay 2018-09-11T10:47:29.857

6 Can AI 'fix' heavily compessed videos/photos? 2018-10-14T18:25:30.217

6 Why L1/L2 regularization technique did not improve my accuracy? 2018-10-24T20:05:07.130

6 Where can I discuss with deep learning beginners? 2018-11-19T00:11:07.600

6 Audio enhancing using AI? (removing background noise during lecture recording) 2018-12-12T15:15:26.693

6 How can a neural network learn when the derivative of the activation function is 0? 2019-01-24T04:22:43.037

6 What is non-Euclidean data? 2019-03-14T10:20:51.617

6 Is reinforcement learning using shallow neural networks still deep reinforcement learning? 2019-03-30T05:31:04.133

6 Suicide Predictor and Locator 2019-07-12T10:12:07.717

6 Is there any use of using 3D convolutions for traditional images (like cifar10, imagenet)? 2019-08-14T19:57:37.627

6 Extending FaceNet’s triplet loss to object recognition 2019-08-22T22:10:12.020