channel string | post_ids list | n_posts int64 | dt_utc_first timestamp[ns, tz=UTC] | dt_utc_last timestamp[ns, tz=UTC] | html_unwrapped string | label string | priority_max int64 |
|---|---|---|---|---|---|---|---|
ai_machinelearning_big_data | [
1821,
1822
] | 2 | 2020-02-05T06:51:28Z | 2020-02-05T06:51:28Z | <b>How to Configure XGBoost for Imbalanced Classification</b><br/><br/><a href="https://machinelearningmastery.com/xgboost-for-imbalanced-classification/" rel="noopener" target="_blank">https://machinelearningmastery.com/xgboost-for-imbalanced-classification/</a>
<b>Torch-Struct: Deep Structured Prediction Library</b>... | tldr | 2 |
ai_machinelearning_big_data | [
1824
] | 1 | 2020-02-06T06:04:55Z | 2020-02-06T06:04:55Z | <b>Using ‘radioactive data’ to detect if a data set was used for training</b><br/><br/><a href="https://ai.facebook.com/blog/using-radioactive-data-to-detect-if-a-data-set-was-used-for-training/" rel="noopener" target="_blank">https://ai.facebook.com/blog/using-radioactive-data-to-detect-if-a-data-set-was-used-for-trai... | tldr | 1 |
ai_machinelearning_big_data | [
1825
] | 1 | 2020-02-07T04:47:21Z | 2020-02-07T04:47:21Z | <b>Uplift modeling tutorial part 2<br/></b><br/><a href="https://habr.com/ru/company/ru_mts/blog/485976/" rel="noopener" target="_blank">https://habr.com/ru/company/ru_mts/blog/485976/</a> | other | 2 |
ai_machinelearning_big_data | [
1827
] | 1 | 2020-02-07T07:23:32Z | 2020-02-07T07:23:32Z | <i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F94A5.png')"><b>🔥</b></i><b>Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation<br/><br/></b><a href="https://github.com/Ha0Tang/SelectionGAN/raw/master/imgs/motivation.jpg" onclick="return confirm('Open this link?\n\... | other | 1 |
ai_machinelearning_big_data | [
1828
] | 1 | 2020-02-08T06:12:46Z | 2020-02-08T06:12:46Z | <b>CCMatrix: A billion-scale bitext data set for training translation models</b><br/><br/><i>CCMatrix is the largest data set of high-quality, web-based bitexts for training translation models</i><br/><br/><a href="https://ai.facebook.com/blog/ccmatrix-a-billion-scale-bitext-data-set-for-training-translation-models/" r... | tldr | 2 |
ai_machinelearning_big_data | [
1830
] | 1 | 2020-02-09T07:14:18Z | 2020-02-09T07:14:18Z | <b>Mutual Information-based State-Control for Intrinsically Motivated Reinforcement Learning</b><br/><br/><b>Agent Learning Framework</b>: <a href="https://github.com/HorizonRobotics/alf" rel="noopener" target="_blank">https://github.com/HorizonRobotics/alf</a><br/><br/><b>Github</b>: <a href="https://github.com/ruizh... | tldr | 2 |
ai_machinelearning_big_data | [
1831
] | 1 | 2020-02-10T06:13:05Z | 2020-02-10T06:13:05Z | <b>The Annotated Transformer</b><br/><br/><i>The Transformer – a model that uses attention to boost the speed with which these models can be trained.</i><br/><br/><a href="http://nlp.seas.harvard.edu/2018/04/03/attention.html" rel="noopener" target="_blank">http://nlp.seas.harvard.edu/2018/04/03/attention.html</a><br/>... | other | 2 |
ai_machinelearning_big_data | [
1833
] | 1 | 2020-02-11T06:00:27Z | 2020-02-11T06:00:27Z | <b>TensorFlow Lattice: Flexible, controlled and interpretable ML<br/><br/></b>The library enables you to inject domain knowledge into the learning process<a href="https://1.bp.blogspot.com/-JIhDwG5oWI8/XkGvU5u4V8I/AAAAAAAACrI/xjrCMW3-F8UNfERlQITg9XmkBahPsbhPACLcBGAsYHQ/s1600/model_comparison_v4.png" onclick="return con... | other | 2 |
ai_machinelearning_big_data | [
1834,
1835
] | 2 | 2020-02-12T06:12:25Z | 2020-02-12T06:12:33Z | <b>Recurrent Neural Networks (RNN) with Keras<br/><br/></b><i>Recurrent neural networks (RNN) are a class of neural networks that is powerful for modeling sequence data such as time series or</i><a href="https://habrastorage.org/webt/xt/_q/nj/xt_qnjgfjengqoqd4gizkq4j_wk.png" onclick="return confirm('Open this link?\n\n... | other | 2 |
ai_machinelearning_big_data | [
1836
] | 1 | 2020-02-13T05:23:03Z | 2020-02-13T05:23:03Z | The popularity of machine learning is so great that people try to use it wherever they can. Some attempts to replace classical approaches with neural networks turn up unsuccessful. This time we'll consider machine learning in terms of creating effective static code analyzers for finding bugs and potential vulnerabiliti... | other | 2 |
ai_machinelearning_big_data | [
1837
] | 1 | 2020-02-13T06:26:24Z | 2020-02-13T06:26:24Z | <b>Learning to See Transparent Objects<br/><br/></b><i>ClearGrasp uses 3 neural networks: a network to estimate surface normals, one for occlusion</i><a href="https://1.bp.blogspot.com/-xbiK9-km_BE/XkQ7rJmME0I/AAAAAAAAFSA/2kRSqd3DvlcOpv6ql4qILwn3HdmmryfBACEwYBhgL/s640/image1.png" onclick="return confirm('Open this link... | tldr | 2 |
ai_machinelearning_big_data | [
1838
] | 1 | 2020-02-14T06:50:04Z | 2020-02-14T06:50:04Z | <b>fastai—A Layered API for Deep Learning</b><br/><br/><a href="https://www.fast.ai//2020/02/13/fastai-A-Layered-API-for-Deep-Learning/" rel="noopener" target="_blank">https://www.fast.ai//2020/02/13/fastai-A-Layered-API-for-Deep-Learning/</a><br/><br/><b>Complete documentation and tutorials</b>: <br/><a href="https://... | other | 2 |
ai_machinelearning_big_data | [
1839
] | 1 | 2020-02-15T06:59:02Z | 2020-02-15T06:59:02Z | <b>Capsules with Inverted Dot-Product Attention Routing</b><br/><br/>New routing algorithm for capsule networks, in which a child capsule is routed to a parent based only on agreement between the parent’s state and the child’s vote.<br/><br/><b>Code</b>: <a href="https://github.com/apple/ml-capsules-inverted-attention... | tldr | 1 |
ai_machinelearning_big_data | [
1840
] | 1 | 2020-02-16T06:43:30Z | 2020-02-16T06:43:30Z | <b>Matrix Compression Operator<br/><br/></b><a href="https://blog.tensorflow.org/2020/02/matrix-compression-operator-tensorflow.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/02/matrix-compression-operator-tensorflow.html</a><br/><br/>Experimental API that facilitates matrix compression of a neur... | tldr | 2 |
ai_machinelearning_big_data | [
1842
] | 1 | 2020-02-17T06:07:42Z | 2020-02-17T06:07:42Z | <b>GANILLA: Generative Adversarial Networks for Image</b> <b>to Illustration Translation.</b><br/><br/><b>Github</b>:<a href="https://github.com/giddyyupp/ganilla/blob/master/docs/figs/ablation_experiments.png?raw=true" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank"> </a><a hr... | tldr | 2 |
ai_machinelearning_big_data | [
1843
] | 1 | 2020-02-18T06:02:18Z | 2020-02-18T06:02:18Z | <b>Learning to Rank with XGBoost and GPU | NVIDIA Developer Blog</b><br/><br/><a href="https://devblogs.nvidia.com/learning-to-rank-with-xgboost-and-gpu/" rel="noopener" target="_blank">https://devblogs.nvidia.com/learning-to-rank-with-xgboost-and-gpu/</a> | tldr | 2 |
ai_machinelearning_big_data | [
1845
] | 1 | 2020-02-19T05:31:15Z | 2020-02-19T05:31:15Z | <b>The Illustrated BERT, ELMo, and co. (How NLP</b><a href="https://habrastorage.org/webt/pz/zk/xy/pzzkxyzmqf21r5rik00228zntwm.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank"> </a><b>Cracked Transfer Learning)<br/><br/></b><a href="https://jalammar.github.io/illustrated-be... | other | 2 |
ai_machinelearning_big_data | [
1846,
1847
] | 2 | 2020-02-20T06:53:44Z | 2020-02-20T06:53:47Z | <b>Detecting spam call with machine learning</b><a href="https://habrastorage.org/webt/oa/hm/nh/oahmnhcygk2ifjeivsddcju75-i.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank"> </a><b>methods<br/><br/></b><a href="https://habr.com/ru/company/ru_mts/blog/488828/" rel="noopener"... | tldr | 2 |
ai_machinelearning_big_data | [
1848
] | 1 | 2020-02-21T05:34:18Z | 2020-02-21T05:34:18Z | <b>How to Develop an Imbalanced Classification Model to Detect Oil Spills</b><br/><br/><a href="https://machinelearningmastery.com/imbalanced-classification-model-to-detect-oil-spills/" rel="noopener" target="_blank">https://machinelearningmastery.com/imbalanced-classification-model-to-detect-oil-spills/</a> | tldr | 2 |
ai_machinelearning_big_data | [
1849,
1850
] | 2 | 2020-02-22T05:41:34Z | 2020-02-22T05:51:11Z | <b>ZeRO & DeepSpeed: New system optimizations enable training models with over 100 billion parameters<br/><br/></b><a href="https://www.microsoft.com/en-us/research/blog/zero-deepspeed-new-system-optimizations-enable-training-models-with-over-100-billion-parameters/" rel="noopener" target="_blank">https://www.micro... | tldr | 2 |
ai_machinelearning_big_data | [
1853,
1854
] | 2 | 2020-02-24T06:14:12Z | 2020-02-24T06:14:13Z | <b>A Gentle Introduction to the Fbeta-Measure for Machine Learning</b><br/><br/><a href="https://machinelearningmastery.com/fbeta-measure-for-machine-learning/" rel="noopener" target="_blank">https://machinelearningmastery.com/fbeta-measure-for-machine-learning/</a>
<b>JAX-based neural network library</b><br/><br/><a ... | other | 2 |
ai_machinelearning_big_data | [
1856
] | 1 | 2020-02-25T06:46:43Z | 2020-02-25T06:46:43Z | <b>Exploring Transfer Learning with T5: the Text-To-Text Transfer Transformer</b><br/><br/><a href="https://ai.googleblog.com/2020/02/exploring-transfer-learning-with-t5.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/02/exploring-transfer-learning-with-t5.html</a><br/><br/>Code: <a href="https://co... | tldr | 2 |
ai_machinelearning_big_data | [
1857,
1858
] | 2 | 2020-02-26T05:44:32Z | 2020-02-26T05:44:42Z | <b>How to Calibrate Probabilities for Imbalanced Classification</b><br/><br/><a href="https://machinelearningmastery.com/probability-calibration-for-imbalanced-classification/" rel="noopener" target="_blank">https://machinelearningmastery.com/probability-calibration-for-imbalanced-classification/</a>
<b>ABCNet: Real-t... | tldr | 2 |
ai_machinelearning_big_data | [
1859
] | 1 | 2020-02-27T05:53:46Z | 2020-02-27T05:53:46Z | <b>Open Images V6 — Now Featuring</b><a href="https://1.bp.blogspot.com/-yuodfZa6gyM/XlbQfiAzbzI/AAAAAAAAFYA/QSTnuZksQII2PaRON2mqHntZBHL-saniACLcBGAsYHQ/s640/Figure1.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank"> </a><b>Localized Narratives<br/><br/></b><i>Open Images is... | tldr | 2 |
ai_machinelearning_big_data | [
1860
] | 1 | 2020-02-28T04:23:30Z | 2020-02-28T04:23:30Z | <b>Distributed PCA using TFX</b><br/><br/><a href="https://blog.tensorflow.org/2020/02/distributed-pca-using-tfx.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/02/distributed-pca-using-tfx.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1862
] | 1 | 2020-02-29T07:09:26Z | 2020-02-29T07:09:26Z | <b>Using Reinforcement Learning</b><a href="https://github.com/evgps/a3c_trading/raw/master/supply_materials/Full_UML.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank"> </a><b>in the Algorithmic Trading Problem</b><br/><i>Trading with recurrent actor-critic reinforcement lea... | tldr | 2 |
ai_machinelearning_big_data | [
1863
] | 1 | 2020-03-01T04:20:14Z | 2020-03-01T04:20:14Z | <b>FreezeD: A Simple Baseline for Fine-tuning GANs<br/></b><i>Simple Baseline</i><a href="https://vcla.stat.ucla.edu/people/zhangzhang-si/HiT/AnimalFace/ABIMT/matched_EagleHead_run21_cluster3_sk_trimmed.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank"> </a><i>for Fine-Tunin... | tldr | 2 |
ai_machinelearning_big_data | [
1864,
1865
] | 2 | 2020-03-02T04:31:56Z | 2020-03-02T04:32:00Z | <b>Imbalanced Classification Model to Detect Mammography Microcalcifications</b><br/><br/><a href="https://machinelearningmastery.com/imbalanced-classification-model-to-detect-microcalcifications/" rel="noopener" target="_blank">https://machinelearningmastery.com/imbalanced-classification-model-to-detect-microcalcifica... | tldr | 2 |
ai_machinelearning_big_data | [
1866,
1867
] | 2 | 2020-03-03T04:22:47Z | 2020-03-03T04:23:02Z | <b>160+ Data Science Interview Questions</b><br/><br/><a href="https://hackernoon.com/160-data-science-interview-questions-415s3y2a" rel="noopener" target="_blank">https://hackernoon.com/160-data-science-interview-questions-415s3y2a</a>
<b>Meta-Transfer Learning for Zero-Shot Super-Resolution</b><br/><br/>Code: <a hre... | other | 2 |
ai_machinelearning_big_data | [
1869
] | 1 | 2020-03-04T04:47:25Z | 2020-03-04T04:47:25Z | <b>Better scalability with Cloud TPU pods and TensorFlow 2.1</b><br/><br/><a href="https://cloud.google.com/blog/products/ai-machine-learning/better-scalability-with-cloud-tpu-pods-and-tensorflow-2-1" rel="noopener" target="_blank">https://cloud.google.com/blog/products/ai-machine-learning/better-scalability-with-cloud... | tldr | 2 |
ai_machinelearning_big_data | [
1870,
1871
] | 2 | 2020-03-05T04:13:56Z | 2020-03-05T04:14:15Z | <b>Deep Image Spatial Transformation for Person Image Generation</b><br/><i>Pose-guided person image generation is to transform a source person image to a target pose.</i><br/><br/><b>Github</b>: <a href="https://github.com/RenYurui/Global-Flow-Local-Attention" rel="noopener" target="_blank">https://github.com/RenYurui... | tldr | 1 |
ai_machinelearning_big_data | [
1873,
1874
] | 2 | 2020-03-06T04:42:25Z | 2020-03-06T04:42:35Z | <b>MARKOV CHAIN MONTE CARLO (MCMC) SAMPLING</b><br/><br/><a href="https://www.tweag.io/posts/2019-10-25-mcmc-intro1.html" rel="noopener" target="_blank">https://www.tweag.io/posts/2019-10-25-mcmc-intro1.html</a><br/><br/><b>Habr ru</b>: <a href="https://habr.com/ru/company/piter/blog/491268/" rel="noopener" target="_bl... | other | 2 |
ai_machinelearning_big_data | [
1875
] | 1 | 2020-03-07T03:45:58Z | 2020-03-07T03:45:58Z | <b>Simulating the Universe in TensorFlow</b><br/><br/><a href="https://blog.tensorflow.org/2020/03/simulating-universe-in-tensorflow.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/03/simulating-universe-in-tensorflow.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1876
] | 1 | 2020-03-08T04:56:40Z | 2020-03-08T04:56:40Z | <b>Measuring Compositional Generalization</b><br/><br/><a href="https://ai.googleblog.com/2020/03/measuring-compositional-generalization.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/03/measuring-compositional-generalization.html</a> | tldr | 2 |
ai_machinelearning_big_data | [
1878
] | 1 | 2020-03-09T04:01:24Z | 2020-03-09T04:01:24Z | <b>Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)</b><br/><br/><b>Code</b>: <a href="https://github.com/cmhungsteve/SSTDA" rel="noopener" target="_blank">https://github.com/cmhungsteve/SSTDA</a><br/><br/><b>Paper</b>: <a href="https://arxiv.org/abs/2003.02824" rel="noopener" target=... | tldr | 2 |
ai_machinelearning_big_data | [
1879
] | 1 | 2020-03-10T04:33:53Z | 2020-03-10T04:33:53Z | <i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F8E87.png')"><b>🎇</b></i><b>Announcing TensorFlow Quantum: An Open Source Library for Quantum Machine Learning</b><br/><br/><a href="https://ai.googleblog.com/2020/03/announcing-tensorflow-quantum-open.html" rel="noopener" target="_blank">htt... | tldr | 2 |
ai_machinelearning_big_data | [
1881
] | 1 | 2020-03-12T08:41:02Z | 2020-03-12T08:41:02Z | <b>Lagrangian Neural Networks</b><br/><br/><i> In contrast to Hamiltonian Neural Networks, these models do not require canonical coordinates and perform well in situations where generalized momentum is difficult to compute</i><br/><br/><b>Code</b>: <a href="https://github.com/MilesCranmer/lagrangian_nns" rel="noopener"... | tldr | 2 |
ai_machinelearning_big_data | [
1882,
1883
] | 2 | 2020-03-13T06:26:08Z | 2020-03-13T06:26:29Z | <b>Google just announced their new TensorFlow Developer Certificate, which is a great way to showcase your TF skills. Check it out </b><br/><br/><a href="https://www.tensorflow.org/certificate" rel="noopener" target="_blank">https://www.tensorflow.org/certificate</a>
<b>On the Texture Bias for Few-Shot CNN Segmentatio... | other | 2 |
ai_machinelearning_big_data | [
1884
] | 1 | 2020-03-15T06:43:52Z | 2020-03-15T06:43:52Z | <i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F8C90.png')"><b>🌐</b></i> <b>Fast and Easy Infinitely Wide Networks with Neural Tangents</b><br/><br/><i>Neural Tangents is a high-level neural network API for specifying complex, hierarchical, neural networks of both finite and infinite widt... | tldr | 2 |
ai_machinelearning_big_data | [
1886
] | 1 | 2020-03-16T05:21:24Z | 2020-03-16T05:21:24Z | <b>FastText: stepping through the code</b><br/><br/><i>fastText is a library for efficient learning of word representations and sentence classification.</i><br/><br/><b>Article</b>: <a href="https://medium.com/@mariamestre/fasttext-stepping-through-the-code-259996d6ebc4" rel="noopener" target="_blank">https://medium.co... | tldr | 2 |
ai_machinelearning_big_data | [
1887,
1888
] | 2 | 2020-03-18T06:39:58Z | 2020-03-18T06:40:09Z | <b>Neural Networks are Function Approximation Algorithms</b><br/><br/><a href="https://machinelearningmastery.com/neural-networks-are-function-approximators/" rel="noopener" target="_blank">https://machinelearningmastery.com/neural-networks-are-function-approximators/</a>
<b>Magenta: Music and Art Generation with Mach... | other | 2 |
ai_machinelearning_big_data | [
1889
] | 1 | 2020-03-19T06:30:06Z | 2020-03-19T06:30:06Z | <b>Introducing Dreamer: Scalable Reinforcement Learning Using World Models</b><br/><br/><i>Dreamer, a reinforcement learning agent that solves long-horizon tasks from images purely by latent imagination.</i><br/><br/><a href="https://ai.googleblog.com/2020/03/introducing-dreamer-scalable.html" rel="noopener" target="_b... | tldr | 2 |
ai_machinelearning_big_data | [
1890
] | 1 | 2020-03-20T06:49:56Z | 2020-03-20T06:49:56Z | <b>Few-Shot Object Detection (FsDet)<br/><br/></b><i>Detecting rare objects from a few examples is an</i><a href="https://user-images.githubusercontent.com/7898443/76520006-698cc200-6438-11ea-864f-fd30b3d50cea.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank"> </a><i>emergin... | tldr | 2 |
ai_machinelearning_big_data | [
1892
] | 1 | 2020-03-22T06:43:10Z | 2020-03-22T06:43:10Z | <b>Scene Text Recognition via Transformer<br/></b><i>The method use a convolutional feature maps as word embedding input into transformer</i><a href="https://github.com/fengxinjie/Transformer-OCR/raw/master/art.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank">.<br/><br/></a... | tldr | 2 |
ai_machinelearning_big_data | [
1894,
1895
] | 2 | 2020-03-23T06:09:02Z | 2020-03-23T06:09:04Z | <b>High-Resolution Daytime Translation Without Domain Labels</b><br/><br/><i>HiDT combines a generative image-to-image model and a new upsampling scheme that allows to apply image translation at high resolution</i><a href="https://saic-mdal.github.io/HiDT/img/12_interpolation_art_dusk_sunset.jpg" onclick="return confir... | other | 2 |
ai_machinelearning_big_data | [
1896
] | 1 | 2020-03-24T06:17:49Z | 2020-03-24T06:17:49Z | <b>NeRF: Neural Radiance Fields</b><br/><br/><i>Algorithm represents a scene using a fully-connected (non-convolutional) deep network, whose input is a single continuous 5D coordinate (spatial location (x, y, z) and viewing direction</i><br/><br/><a href="http://www.matthewtancik.com/nerf" rel="noopener" target="_blank... | tldr | 2 |
ai_machinelearning_big_data | [
1897
] | 1 | 2020-03-26T07:04:16Z | 2020-03-26T07:04:16Z | <b>Deep unfolding network for image super-resolution<br/><br/></b><i>Deep unfolding network inherits the flexibility of model-based methods to super-resolve blurry, noisy images for different scale factors via a single model, while maintaining the advantages of learning-based methods</i>.<i><br/><br/></i><b>Github</b>:... | tldr | 2 |
ai_machinelearning_big_data | [
1898
] | 1 | 2020-03-27T06:05:20Z | 2020-03-27T06:05:20Z | <b>Improved Techniques for Training Single-Image GANs<br/><br/></b><i>The latest convolutional layers are trained with a given learning rate, while previously existing convolutional layers are trained</i><a href="https://www.tobiashinz.com/images/blog/ConSinGAN/examples/harmonization_1.jpg" onclick="return confirm('Ope... | tldr | 2 |
ai_machinelearning_big_data | [
1900,
1901
] | 2 | 2020-03-28T06:05:29Z | 2020-03-28T06:05:35Z | <b>MoCo: Momentum Contrast for Unsupervised Visual Representation Learning<br/><br/>Github</b>: <a href="https://github.com/facebookresearch/moco" rel="noopener" target="_blank">https://github.com/facebookresearch/moco</a><br/><br/><b>Paper</b>: <a href="https://arxiv.org/abs/1911.05722" rel="noopener" target="_blank">... | tldr | 2 |
ai_machinelearning_big_data | [
1902
] | 1 | 2020-03-30T06:05:10Z | 2020-03-30T06:05:10Z | <b>iTAML: An Incremental Task-Agnostic Meta-learning Approach<br/><br/></b><i>iTAML hypothesizes that generalization is a key factor</i> <i>for continual learning</i><a href="https://github.com/brjathu/iTAML/raw/master/utils/figs/front.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" targe... | tldr | 2 |
ai_machinelearning_big_data | [
1905
] | 1 | 2020-04-01T06:26:43Z | 2020-04-01T06:26:43Z | <b>Introducing the Model Garden for TensorFlow 2<br/><br/></b><i>Code examples for state-of-the-art models and reusable modeling</i> <i>libraries for TensorFlow 2.<br/><br/></i><a href="https://blog.tensorflow.org/2020/03/introducing-model-garden-for-tensorflow-2.html" rel="noopener" target="_blank">https://blog.tensor... | other | 2 |
ai_machinelearning_big_data | [
1906,
1907
] | 2 | 2020-04-02T05:12:42Z | 2020-04-02T05:13:00Z | <b>Improving Audio Quality in Duo with WaveNetEQ</b><br/><br/><a href="https://ai.googleblog.com/2020/04/improving-audio-quality-in-duo-with.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/04/improving-audio-quality-in-duo-with.html</a>
<b>Flows for simultaneous manifold learning and density estima... | tldr | 2 |
ai_machinelearning_big_data | [
1909
] | 1 | 2020-04-03T07:32:35Z | 2020-04-03T07:32:35Z | <b>Introduction to Quantization on PyTorch</b><br/><br/><i>Quantization refers to techniques for doing both computations and memory accesses with lower precision data, usually int8 compared to floating point implementations. </i><br/><br/><a href="https://pytorch.org/blog/introduction-to-quantization-on-pytorch/" rel="... | other | 2 |
ai_machinelearning_big_data | [
1910
] | 1 | 2020-04-04T05:16:57Z | 2020-04-04T05:16:57Z | <b>Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks</b><br/><br/> <i>Simple interface to inference, learning and manipulation routines for deep and tractable probabilistic models called Sum-Product Networks (SPNs).</i><br/><br/><b>Github</b>: <a href="https://github.com/SPFlow/SPFlow" rel="noop... | tldr | 2 |
ai_machinelearning_big_data | [
1911
] | 1 | 2020-04-05T07:12:20Z | 2020-04-05T07:12:20Z | <i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/E29AAA.png')"><b>⚪️</b></i> <b>Tracking Objects as Points</b><br/><br/><br/><i>Simultaneous object detection and tracking using</i> <i>center points </i><br/><br/><b>Github</b>: <a href="https://github.com/xingyizhou/CenterTrack" rel="noopener" t... | tldr | 2 |
ai_machinelearning_big_data | [
1913
] | 1 | 2020-04-07T06:10:17Z | 2020-04-07T06:10:17Z | <b>kNN classification using Neighbourhood Components Analysis</b><br/><br/><i>NCA allows you to learn a linear transformation of your data that maximizes k-nearest neighbours performance.</i><br/><br/><a href="https://kevinzakka.github.io/2020/02/10/nca/" rel="noopener" target="_blank">https://kevinzakka.github.io/2020... | tldr | 2 |
ai_machinelearning_big_data | [
1914
] | 1 | 2020-04-08T05:57:23Z | 2020-04-08T05:57:23Z | <b>GANSpace: Discovering Interpretable GAN Controls</b><br/><br/><i>Simple technique to analyze Generative Adversarial Networks (GANs) and create interpretable controls for image synthesis, such as change of viewpoint, aging, lighting, and time of day.</i><br/><br/><b>Code</b>: <a href="https://github.com/harskish/gans... | tldr | 2 |
ai_machinelearning_big_data | [
1916
] | 1 | 2020-04-09T05:00:02Z | 2020-04-09T05:00:02Z | <b>Advancing Self-Supervised and Semi-Supervised Learning with SimCLR</b><br/><br/><a href="https://ai.googleblog.com/2020/04/advancing-self-supervised-and-semi.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/04/advancing-self-supervised-and-semi.html</a><br/><br/><b>Code and Pretrained-Models</b>: ... | tldr | 2 |
ai_machinelearning_big_data | [
1918
] | 1 | 2020-04-10T05:04:02Z | 2020-04-10T05:04:02Z | <b>ML Code Completeness Checklist</b><br/><br/><a href="https://medium.com/paperswithcode/ml-code-completeness-checklist-e9127b168501" rel="noopener" target="_blank">https://medium.com/paperswithcode/ml-code-completeness-checklist-e9127b168501</a><br/><br/><b>Tips for Publishing Research Code</b>: <a href="https://gith... | other | 2 |
ai_machinelearning_big_data | [
1919
] | 1 | 2020-04-11T05:21:23Z | 2020-04-11T05:21:23Z | <b>PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization</b><br/><br/><i>Method achieves state-of-the-art performance on a public benchmark and outperforms the prior work for clothed human digitization from a single image.</i><br/><br/><a href="https://shunsukesaito.github.io/PIFu/" rel="... | tldr | 2 |
ai_machinelearning_big_data | [
1921
] | 1 | 2020-04-13T09:43:25Z | 2020-04-13T09:43:25Z | <b>TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images<br/><br/><br/></b><i>TuiGAN</i><a href="https://github.com/linjx-ustc1106/TuiGAN-PyTorch/raw/master/imgs/examples.jpg" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank"> </a><i>can be use for variou... | tldr | 2 |
ai_machinelearning_big_data | [
1922
] | 1 | 2020-04-14T05:18:54Z | 2020-04-14T05:18:54Z | <b>Huawei announced that its TensorFlow and PyTorch-style MindSpore Deep Learning middleware is now open source</b><br/><br/><a href="https://towardsdatascience.com/huaweis-mindspore-a-new-competitor-for-tensorflow-and-pytorch-d319deff2aec" rel="noopener" target="_blank">https://towardsdatascience.com/huaweis-mindspore... | other | 2 |
ai_machinelearning_big_data | [
1923
] | 1 | 2020-04-15T06:30:55Z | 2020-04-15T06:30:55Z | <b>Nevergrad, an evolutionary optimization platform, adds new key features</b><br/><br/><i>Facebook AI’s open source Python3 library for derivative-free and evolutionary optimization.</i><br/><br/><a href="https://ai.facebook.com/blog/nevergrad-an-evolutionary-optimization-platform-adds-new-key-features/" rel="noopener... | tldr | 2 |
ai_machinelearning_big_data | [
1924
] | 1 | 2020-04-16T06:08:30Z | 2020-04-16T06:08:30Z | <b>EfficientDet from Google: Towards Scalable and Efficient Object Detection</b><br/><br/> <i>A new family of scalable and efficient object detectors. EfficientDet achieves state-of-the-art accuracy while being up to 9x smaller and using significantly less computation compared to prior state-of-the-art detectors</i><br... | tldr | 1 |
ai_machinelearning_big_data | [
1925,
1926
] | 2 | 2020-04-18T06:03:30Z | 2020-04-18T06:03:52Z | <b>Local-Global Video-Text Interactions for Temporal Grounding</b><br/><br/><i>This paper addresses the problem of text-to-video temporal grounding, which aims to identify the time interval in a video semantically relevant to a text query</i><br/><br/><b>Github</b>: <a href="https://github.com/JonghwanMun/LGI4temporalg... | other | 2 |
ai_machinelearning_big_data | [
1928
] | 1 | 2020-04-20T05:36:41Z | 2020-04-20T05:36:41Z | <b>Neural Networks from Scratch - Coding a Layer</b><br/><br/><i>A beginner’s guide to understanding the inner workings of Deep Learning</i><br/><br/><a href="https://morioh.com/p/fb1b9f5a52bc" rel="noopener" target="_blank">https://morioh.com/p/fb1b9f5a52bc</a><br/><br/><b>Video Part 1</b>: <a href="https://www.youtub... | other | 2 |
ai_machinelearning_big_data | [
1931
] | 1 | 2020-04-21T06:38:41Z | 2020-04-21T06:38:41Z | <b>Transform and Tell: Entity-Aware News Image Captioning</b><br/><br/><i>End-to-end model which generates captions for images embedded in news articles.</i><br/><br/><b>Github</b>: <a href="https://github.com/alasdairtran/transform-and-tell" rel="noopener" target="_blank">https://github.com/alasdairtran/transform-and-... | tldr | 2 |
ai_machinelearning_big_data | [
1932
] | 1 | 2020-04-22T04:51:24Z | 2020-04-22T04:51:24Z | Today, on April 22 is Earth day. It’s a right time to look at the climate issues in terms of data storage.<br/>* 90% of all data was created in the last two years<br/>* IoT, Big Data and AI are huge data creators<br/>* 70% of all data stored is copy data2<br/>* 70-80% of data is typically unstructured * 2018 HDD shipme... | other | 2 |
ai_machinelearning_big_data | [
1934,
1935
] | 2 | 2020-04-23T06:07:14Z | 2020-04-23T06:07:23Z | <b>How to Develop an Extra Trees Ensemble with Python</b><br/><br/><a href="https://machinelearningmastery.com/extra-trees-ensemble-with-python/" rel="noopener" target="_blank">https://machinelearningmastery.com/extra-trees-ensemble-with-python/</a>
<b>The Illustrated GPT-2 (Visualizing Transformer Language Models)</b... | tldr | 2 |
ai_machinelearning_big_data | [
1936
] | 1 | 2020-04-24T06:13:18Z | 2020-04-24T06:13:18Z | <b>Training with quantization noise for extreme model compression</b><br/><br/><i>Quant-Noise is a new technique to enable extreme compression of models that still deliver high performance when deployed in practical applications.</i><br/><br/><a href="https://ai.facebook.com/blog/training-with-quantization-noise-for-ex... | tldr | 2 |
ai_machinelearning_big_data | [
1937,
1938
] | 2 | 2020-04-25T05:22:43Z | 2020-04-25T05:28:05Z | <b>Building a Real Time Emotion Detection with Python</b><br/><br/><a href="https://morioh.com/p/801c509dda99" rel="noopener" target="_blank">https://morioh.com/p/801c509dda99</a><br/><br/><b>Code</b>: <a href="https://github.com/Dhanush45/Realtime-emotion-detectionusing-python" rel="noopener" target="_blank">https://g... | other | 2 |
ai_machinelearning_big_data | [
1940
] | 1 | 2020-04-26T04:45:34Z | 2020-04-26T04:45:34Z | <b>Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation</b><br/><br/><i>Easy and efficient method to extend existing sentence embedding models to new languages. This allows to create multilingual versions from previously monolingual models.</i><br/><br/><b>Code</b>: <a href="https://github.c... | tldr | 2 |
ai_machinelearning_big_data | [
1942
] | 1 | 2020-04-27T05:36:29Z | 2020-04-27T05:36:29Z | <b>NVIDIA Announce MONAI Open Source AI Framework for Healthcare Research</b><br/><br/><i>MONAI is a PyTorch-based, open-source framework for deep learning in healthcare imaging.</i><br/><br/><a href="https://blogs.nvidia.com/blog/2020/04/21/monai-open-source-framework-ai-healthcare/?ncid=so-twit-79443#cid=ix11_so-twit... | other | 2 |
ai_machinelearning_big_data | [
1943
] | 1 | 2020-04-28T04:27:59Z | 2020-04-28T04:27:59Z | <b>Google’s Optimizing Multiple Loss Functions with Loss-Conditional Training</b><br/><br/><a href="https://ai.googleblog.com/2020/04/optimizing-multiple-loss-functions-with.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/04/optimizing-multiple-loss-functions-with.html</a><br/><br/><b>Demo</b>: <a h... | tldr | 2 |
ai_machinelearning_big_data | [
1944,
1945
] | 2 | 2020-04-29T07:32:57Z | 2020-04-29T07:33:01Z | <i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09FA691.png')"><b>🦑</b></i><b> Нейроэволюция киберкальмаров</b><br/><br/>Для создания нейронных сетей, обеспечивающих поведение без обучения, можно использовать нейроэволюцию. Эволюционные алгоритмы (например, такой, который я использовал для в... | other | 2 |
ai_machinelearning_big_data | [
1946,
1947
] | 2 | 2020-05-01T05:50:56Z | 2020-05-01T05:54:03Z | <b>Jukebox:</b> <b>a new generative model for audio from OpenAI.</b><br/><br/><i>Jukebox, a model that generates music with singing in the raw audio domain.</i><br/><br/><a href="http://openai.com/blog/jukebox" rel="noopener" target="_blank">openai.com/blog/jukebox</a><br/><br/><b>Article</b>: <a href="http://cdn.opena... | tldr | 2 |
ai_machinelearning_big_data | [
1948
] | 1 | 2020-05-03T04:56:51Z | 2020-05-03T04:56:51Z | <i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F9388.png')"><b>📈</b></i> <b>Learning Convolutional Neural Networks with Interactive Visualization</b><br/><br/><br/><i>Interactive visualization tool designed for non-experts to learn and examine convolutional neural networks (CNNs), a found... | other | 1 |
ai_machinelearning_big_data | [
1950
] | 1 | 2020-05-04T05:37:42Z | 2020-05-04T05:37:42Z | <b>NUBIA (NeUral Based Interchangeability Assessor) is a new SoTA evaluation metric for text generation</b><br/><br/><i>Methodology to build automatic evaluation metrics for text generation using only machine learning models as core components</i><br/><br/><a href="https://wl-research.github.io/blog/" rel="noopener" ta... | tldr | 2 |
ai_machinelearning_big_data | [
1951,
1952
] | 2 | 2020-05-05T06:12:14Z | 2020-05-05T06:17:17Z | <b>Why We Need DevOps for ML Data</b><br/><br/><a href="https://tecton.ai/blog/devops-ml-data/" rel="noopener" target="_blank">https://tecton.ai/blog/devops-ml-data/</a><br/><br/><b>Хабр</b>: <a href="https://habr.com/ru/company/itsumma/blog/500272/" rel="noopener" target="_blank">https://habr.com/ru/company/itsumma/bl... | tldr | 2 |
ai_machinelearning_big_data | [
1954
] | 1 | 2020-05-07T05:20:28Z | 2020-05-07T05:20:28Z | <b>The Best Deep Learning Papers from the ICLR 2020 Conference</b><br/><br/><a href="https://neptune.ai/blog/iclr-2020-deep-learning" rel="noopener" target="_blank">https://neptune.ai/blog/iclr-2020-deep-learning</a> | tldr | 2 |
ai_machinelearning_big_data | [
1956
] | 1 | 2020-05-08T05:34:59Z | 2020-05-08T05:34:59Z | <b>Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research</b><br/><br/>Awesome Sentiment Analysis papers: <a href="https://github.com/declare-lab/awesome-sentiment-analysis" rel="noopener" target="_blank">https://github.com/declare-lab/awesome-sentiment-analysis</a><br/><br... | tldr | 2 |
ai_machinelearning_big_data | [
1957
] | 1 | 2020-05-09T05:38:31Z | 2020-05-09T05:38:31Z | <i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F939D.png')"><b>📝</b></i> <b>How to Generate Images of Handwritten Digits using DCGAN</b><br/><br/><a href="https://morioh.com/p/28fd0b611e09" rel="noopener" target="_blank">https://morioh.com/p/28fd0b611e09</a> | other | 2 |
ai_machinelearning_big_data | [
1958
] | 1 | 2020-05-11T05:09:13Z | 2020-05-11T05:09:13Z | <b>Global explanations for discovering bias in data</b><br/><br/><b>Github</b>: <a href="https://github.com/agamiko/gebi" rel="noopener" target="_blank">https://github.com/agamiko/gebi</a><br/><br/><b>Code</b>: <a href="https://github.com/AgaMiko/GEBI/blob/master/notebooks/GEBI.ipynb" rel="noopener" target="_blank">htt... | tldr | 2 |
ai_machinelearning_big_data | [
1960
] | 1 | 2020-05-12T07:59:36Z | 2020-05-12T07:59:36Z | <b>Set of Machine Learning Python plugins for GIMP</b><br/><br/><i>This paper introduces GIMP-ML, a set of Python plugins for the widely popular GNU Image Manipulation Program (GIMP). It enables the use of recent advances in computer vision to the conventional image editing pipeline</i><a href="https://pythonawesome.co... | tldr | 2 |
ai_machinelearning_big_data | [
1961
] | 1 | 2020-05-13T07:04:47Z | 2020-05-13T07:04:47Z | <b>TK & TKL - Efficient Transformer-based neural re-ranking models</b><br/><br/><i>TK employs a small number of low-dimensional Transformer layers to contextualize query and document word embeddings. TK scores the interactions of the contextualized representations with simple, yet effective soft-histograms based on... | tldr | 2 |
ai_machinelearning_big_data | [
1962
] | 1 | 2020-05-14T05:58:07Z | 2020-05-14T05:58:07Z | <b>Fine-tuning ResNet with Keras, TensorFlow, and Deep Learning</b><br/><br/><i>In this tutorial, you will learn how to fine-tune ResNet using Keras, TensorFlow, and Deep Learning.</i><br/><br/><br/><a href="https://www.pyimagesearch.com/2020/04/27/fine-tuning-resnet-with-keras-tensorflow-and-deep-learning/" rel="noope... | other | 2 |
ai_machinelearning_big_data | [
1963,
1964
] | 2 | 2020-05-15T06:51:38Z | 2020-05-15T06:51:41Z | <b>Little Ball of Fur</b><br/><br/><br/><i>Little Ball of Fur consists of methods to do sampling of graph structured data</i><br/><br/><b>Documentation</b> : <a href="https://little-ball-of-fur.readthedocs.io/en/latest/#little-ball-of-fur-documentation" rel="noopener" target="_blank">https://little-ball-of-fur.readthed... | other | 2 |
ai_machinelearning_big_data | [
1966
] | 1 | 2020-05-16T07:15:58Z | 2020-05-16T07:15:58Z | <b>FlowTron: Improved Text to Speech Engine from NVIDIA</b><br/><br/><br/>Paper: <a href="https://arxiv.org/abs/2005.05957" rel="noopener" target="_blank">https://arxiv.org/abs/2005.05957</a><br/>Code: <a href="https://github.com/NVIDIA/flowtron" rel="noopener" target="_blank">https://github.com/NVIDIA/flowtron</a> | tldr | 2 |
ai_machinelearning_big_data | [
1967
] | 1 | 2020-05-17T06:04:18Z | 2020-05-17T06:04:18Z | <b>PyTorch version of Stable Baselines, improved implementations of reinforcement learning algorithms.</b><br/><br/><a href="https://towardsdatascience.com/stable-baselines-a-fork-of-openai-baselines-reinforcement-learning-made-easy-df87c4b2fc82" rel="noopener" target="_blank">https://towardsdatascience.com/stable-base... | tldr | 2 |
ai_machinelearning_big_data | [
1968
] | 1 | 2020-05-18T06:43:08Z | 2020-05-18T06:43:08Z | <b>An Ethical Application of Computer Vision and Deep Learning — Identifying Child Soldiers Through Automatic Age and Military Fatigue Detection</b><br/><br/><a href="https://www.pyimagesearch.com/2020/05/11/an-ethical-application-of-computer-vision-and-deep-learning-identifying-child-soldiers-through-automatic-age-and... | tldr | 2 |
ai_machinelearning_big_data | [
1969
] | 1 | 2020-05-19T07:24:24Z | 2020-05-19T07:24:24Z | <b>Objects are the secret key to revealing the world between vision and language</b><br/><br/><a href="https://www.microsoft.com/en-us/research/blog/objects-are-the-secret-key-to-revealing-the-world-between-vision-and-language/" rel="noopener" target="_blank">https://www.microsoft.com/en-us/research/blog/objects-are-th... | other | 1 |
ai_machinelearning_big_data | [
1970,
1971
] | 2 | 2020-05-20T06:42:19Z | 2020-05-20T06:43:43Z | <b>Single-Stage Semantic Segmentation from Image Labels</b><br/><br/><b>Github</b>: <a href="https://github.com/visinf/1-stage-wseg" rel="noopener" target="_blank">https://github.com/visinf/1-stage-wseg</a><br/><br/><b>Paper</b>: <a href="https://arxiv.org/abs/2005.08104" rel="noopener" target="_blank">https://arxiv.or... | other | 2 |
ai_machinelearning_big_data | [
1972
] | 1 | 2020-05-21T06:07:37Z | 2020-05-21T06:07:37Z | <i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F9184.png')"><b>👄</b></i> <b>Lip2Wav</b><br/><br/><i>Generate high quality speech from only lip movements. This code is part of the paper: Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis</i><br/><br/><b>Demo</b>: <a h... | tldr | 2 |
ai_machinelearning_big_data | [
1974
] | 1 | 2020-05-22T07:32:47Z | 2020-05-22T07:32:47Z | <b>Galaxy Zoo: Classifying Galaxies with Crowdsourcing and Active Learning</b><br/><br/><i>In this tutorial you will know how to use crowdsourcing and machine learning to investigate how galaxies evolve by classifying millions of galaxy images</i><a href="https://1.bp.blogspot.com/-J0uSqindUaw/XsV2vuQe2GI/AAAAAAAADHI/T... | other | 2 |
ai_machinelearning_big_data | [
1975,
1976
] | 2 | 2020-05-23T05:46:07Z | 2020-05-23T05:46:38Z | <b>Free Live Course: Deep Learning with PyTorch</b><br/><br/><a href="https://www.freecodecamp.org/news/free-deep-learning-with-pytorch-live-course/" rel="noopener" target="_blank">https://www.freecodecamp.org/news/free-deep-learning-with-pytorch-live-course/</a><br/><br/><b>video</b>: <a href="https://www.youtube.com/... | other | 1 |
ai_machinelearning_big_data | [
1977
] | 1 | 2020-05-24T05:38:22Z | 2020-05-24T05:38:22Z | <b>Instance-aware Image Colorization</b><br/><br/><a href="https://ericsujw.github.io/InstColorization/" rel="noopener" target="_blank">https://ericsujw.github.io/InstColorization/</a><br/><br/><b>Github</b>: <a href="https://github.com/ericsujw/InstColorization" rel="noopener" target="_blank">https://github.com/ericsu... | tldr | 2 |
ai_machinelearning_big_data | [
1978
] | 1 | 2020-05-25T06:20:16Z | 2020-05-25T06:20:16Z | <b>SymJAX: symbolic CPU/GPU/TPU programming</b><br/><br/><i>SymJAX is a symbolic programming version of JAX simplifying graph input/output/updates and providing additional functionalities for general machine learning and deep learning applications.</i><br/><br/><b>docs</b>: <a href="https://symjax.readthedocs.io/en/lat... | tldr | 2 |
ai_machinelearning_big_data | [
1979
] | 1 | 2020-05-26T05:58:07Z | 2020-05-26T05:58:07Z | <b>Natural Language Processing With spaCy in Python</b><br/><br/><a href="https://realpython.com/natural-language-processing-spacy-python/" rel="noopener" target="_blank">https://realpython.com/natural-language-processing-spacy-python/</a> | tldr | 2 |
ai_machinelearning_big_data | [
1980,
1981
] | 2 | 2020-05-27T05:49:58Z | 2020-05-27T06:11:03Z | <b>Evaluating Natural Language Generation with BLEURT</b><br/><br/> <i>BLEURT (Bilingual Evaluation Understudy with Representations from Transformers) builds upon recent advances in transfer learning to capture widespread linguistic phenomena, such as paraphrasing</i><br/><br/><a href="https://ai.googleblog.com/2020/05... | other | 2 |
ai_machinelearning_big_data | [
1984,
1985
] | 2 | 2020-05-29T06:14:17Z | 2020-05-29T06:19:17Z | <b>How MTS used smart contract to build a system for selecting best technological projects.</b><br/><br/><a href="https://habr.com/ru/company/ru_mts/blog/504058" rel="noopener" target="_blank">https://habr.com/ru/company/ru_mts/blog/504058</a>
<b>Towards computer-aided severity assessment: training and validation of d... | tldr | 2 |
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