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n_posts
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ai_machinelearning_big_data
[ 1987 ]
1
2020-05-30T07:00:21Z
2020-05-30T07:00:21Z
<b>Segmentation Loss Odyssey</b><br/><br/><i>Loss functions for image segmentation</i><br/><br/><b>Github</b>: <a href="https://github.com/JunMa11/SegLoss" rel="noopener" target="_blank">https://github.com/JunMa11/SegLoss</a><br/><br/><b>Paper</b>: <a href="https://arxiv.org/abs/2005.13449v1" rel="noopener" target="_bl...
tldr
2
ai_machinelearning_big_data
[ 1988 ]
1
2020-05-31T06:26:25Z
2020-05-31T06:26:25Z
<b>Analyzing pretraining approaches for vision and language tasks</b><br/><br/><i>Simple design choices in pretraining can help us achieve close to state-of-art results on downstream tasks without any architectural changes.</i><br/><br/><a href="https://ai.facebook.com/blog/analyzing-pretraining-approaches-for-vision-a...
tldr
2
ai_machinelearning_big_data
[ 1989 ]
1
2020-06-01T06:16:17Z
2020-06-01T06:16:17Z
<b>NeuralPy</b><br/><br/><i>NeuralPy: A Keras like deep learning library works on top of PyTorch PyTorch is an open-source machine learning framework that accelerates the path from research prototyping to production deployment developed by Facebook runs on both CPU and GPU.</i><br/><br/><b>Github</b>: <a href="https://...
other
2
ai_machinelearning_big_data
[ 1990 ]
1
2020-06-02T07:41:24Z
2020-06-02T07:41:24Z
<b>Text Mining in Python: Steps and Examples</b><br/><br/><i>This blog summarizes text preprocessing and covers the NLTK steps including Tokenization, Stemming, Lemmatization, POS tagging, Named entity recognition and Chunking</i><a href="https://www.kdnuggets.com/wp-content/uploads/text-mining-python-header.jpg" oncli...
other
2
ai_machinelearning_big_data
[ 1991 ]
1
2020-06-03T06:41:36Z
2020-06-03T06:41:36Z
<b>Acme: A research framework for reinforcement learning</b><br/><br/><i>Acme strives to expose simple, efficient, and readable agents, that serve both as reference implementations of popular algorithms and as strong baselines, while still providing enough flexibility to do novel research</i><br/><br/><b>Github</b>: <a...
tldr
2
ai_machinelearning_big_data
[ 1992 ]
1
2020-06-04T07:36:49Z
2020-06-04T07:36:49Z
<b>A Smooth Representation of SO(3) for Deep Rotation Learning with Uncertainty</b><br/><br/><i>In this work presented a novel symmetric matrix representation of rotations that is singularity-free and requires marginal computational overhead</i><br/><br/><b>Website</b>: <a href="https://papers.starslab.ca/bingham-rota...
other
1
ai_machinelearning_big_data
[ 1994 ]
1
2020-06-05T06:40:23Z
2020-06-05T06:40:23Z
<b>Introduction to Convolutional Neural Networks</b><br/><br/><i>The article focuses on explaining key components in CNN and its implementation using Keras python library.</i><br/><br/><a href="https://www.kdnuggets.com/2020/06/introduction-convolutional-neural-networks.html" rel="noopener" target="_blank">https://www....
other
2
ai_machinelearning_big_data
[ 1995 ]
1
2020-06-06T07:13:05Z
2020-06-06T07:13:05Z
<b>DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution</b><br/><br/><i>Recursive Feature Pyramid implements thinking twice at the macro level, where the outputs of FPN are brought back to each stage of the bottom-up backbone through feedback connections</i><br/><br/><b>Github</...
tldr
1
ai_machinelearning_big_data
[ 1996 ]
1
2020-06-08T06:17:38Z
2020-06-08T06:17:38Z
<b>A Scalable and Cloud-Native Hyperparameter Tuning System</b><br/><br/><i>Katib is a Kubernetes-based system for Hyperparameter Tuning and Neural Architecture Search. Katib supports a number of ML frameworks, including TensorFlow, Apache MXNet, PyTorch, XGBoost, and others.</i><br/><br/><b>Github</b>: <a href="https:...
tldr
2
ai_machinelearning_big_data
[ 1997, 1998 ]
2
2020-06-09T05:43:38Z
2020-06-09T05:46:29Z
<b>Introducing Neuropod, Uber ATG’s Open Source Deep Learning Inference Engine</b><br/><br/><i>Neuropod makes it easy for researchers to build models in a framework of their choosing while also simplifying productionization of these models.</i><br/><i>It currently supports TensorFlow, PyTorch, TorchScript, and Keras.</...
other
2
ai_machinelearning_big_data
[ 1999 ]
1
2020-06-10T07:10:50Z
2020-06-10T07:10:50Z
<b>PEGASUS: A State-of-the-Art Model for Abstractive Text Summarization</b><br/><br/><a href="https://ai.googleblog.com/2020/06/pegasus-state-of-art-model-for.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/06/pegasus-state-of-art-model-for.html</a><br/><br/><b>Github</b>: <a href="https://github.co...
tldr
2
ai_machinelearning_big_data
[ 2000 ]
1
2020-06-10T09:38:25Z
2020-06-10T09:38:25Z
<b>Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection</b><br/><br/><b>Github</b>: <a href="https://github.com/implus/GFocal" rel="noopener" target="_blank">https://github.com/implus/GFocal</a><br/><br/><b>Paper</b>: <a href="https://arxiv.org/abs/2006.04388v1" rel="noop...
tldr
2
ai_machinelearning_big_data
[ 2001 ]
1
2020-06-11T06:36:18Z
2020-06-11T06:36:18Z
<b>YOLOv5 is Here: State-of-the-Art Object Detection at 140 FPS</b><br/><br/><i>Realtime object detection is improving quickly. The rate of improvement is improving even more quickly. The results are stunning.</i><br/><br/><a href="https://blog.roboflow.ai/yolov5-is-here/" rel="noopener" target="_blank">https://blog.ro...
tldr
2
ai_machinelearning_big_data
[ 2002 ]
1
2020-06-13T07:00:17Z
2020-06-13T07:00:17Z
<b>Deploy a Machine Learning Pipeline to the Cloud Using a Docker Container</b><br/><br/><a href="https://www.kdnuggets.com/2020/06/deploy-machine-learning-pipeline-cloud-docker.html" rel="noopener" target="_blank">https://www.kdnuggets.com/2020/06/deploy-machine-learning-pipeline-cloud-docker.html</a>
other
2
ai_machinelearning_big_data
[ 2003 ]
1
2020-06-14T07:32:47Z
2020-06-14T07:32:47Z
<b>VirTex: Learning Visual Representations from Textual Annotations</b><br/><br/><i>VirTex is a pretraining approach which uses semantically dense captions to learn visual representations.VirTex matches or outperforms models which use ImageNet for pretraining -- both supervised or unsupervised -- despite using up to 10...
other
1
ai_machinelearning_big_data
[ 2004 ]
1
2020-06-15T09:21:20Z
2020-06-15T09:21:20Z
<b>Now Open STT Featured On Azure Datasets</b><br/><br/><br/><a href="https://azure.microsoft.com/en-us/services/open-datasets/catalog/open-speech-to-text/" rel="noopener" target="_blank">https://azure.microsoft.com/en-us/services/open-datasets/catalog/open-speech-to-text/</a>
other
1
ai_machinelearning_big_data
[ 2006 ]
1
2020-06-15T11:01:57Z
2020-06-15T11:01:57Z
<b>Synthesizing High-Resolution Images with StyleGAN2</b><br/><br/><a href="https://www.youtube.com/watch?v=9QuDh3W3lOY&amp;feature=emb_logo" rel="noopener" target="_blank">https://www.youtube.com/watch?v=9QuDh3W3lOY&amp;feature=emb_logo</a><br/><br/><b>Article</b>: <a href="https://news.developer.nvidia.com/synthesizi...
tldr
2
ai_machinelearning_big_data
[ 2008 ]
1
2020-06-17T06:43:42Z
2020-06-17T06:43:42Z
<b>Using Multi-Scale Attention for Semantic Segmentation</b><br/><br/><a href="https://devblogs.nvidia.com/using-multi-scale-attention-for-semantic-segmentation/" rel="noopener" target="_blank">https://devblogs.nvidia.com/using-multi-scale-attention-for-semantic-segmentation/</a><br/><br/><b>Paper</b>: <a href="https:/...
tldr
2
ai_machinelearning_big_data
[ 2009 ]
1
2020-06-18T06:49:35Z
2020-06-18T06:49:35Z
<b>From singing to musical scores: Estimating pitch with SPICE and Tensorflow Hub</b><br/><br/><i>Pitch is quantified by frequency, measured in Hertz (Hz), where one Hz corresponds to one cycle per second. The higher the frequency, the higher the note.</i><br/><br/><a href="https://blog.tensorflow.org/2020/06/estimatin...
tldr
2
ai_machinelearning_big_data
[ 2010 ]
1
2020-06-19T06:38:04Z
2020-06-19T06:38:04Z
<b>SimCLR - A Simple Framework for Contrastive Learning of Visual Representations</b><br/><br/><i>The findings described in this paper can potentially be harnessed to improve accuracy in any application of computer vision where it is more expensive or difficult to label additional data than to train larger models.</i><...
tldr
2
ai_machinelearning_big_data
[ 2011 ]
1
2020-06-19T08:10:31Z
2020-06-19T08:10:31Z
<b>Image GPT</b><br/><br/><a href="https://openai.com/blog/image-gpt/" rel="noopener" target="_blank">https://openai.com/blog/image-gpt/</a>
tldr
2
ai_machinelearning_big_data
[ 2012 ]
1
2020-06-21T06:54:12Z
2020-06-21T06:54:12Z
<b>Data-Efficient GANs with DiffAugment</b><br/><br/><i>Differentiable Augmentation (DiffAugment), a simple method that improves the data efficiency of GANs by imposing various types of differentiable augmentations on both real and fake samples.</i><br/><br/><b>Github</b>: <a href="https://github.com/mit-han-lab/data-e...
tldr
2
ai_machinelearning_big_data
[ 2013 ]
1
2020-06-22T06:53:36Z
2020-06-22T06:53:36Z
<b>The Most Important Fundamentals of PyTorch you Should Know</b><br/><br/><a href="https://blog.exxactcorp.com/the-most-important-fundamentals-of-pytorch-you-should-know/" rel="noopener" target="_blank">https://blog.exxactcorp.com/the-most-important-fundamentals-of-pytorch-you-should-know/</a><br/><br/><b>Code</b>: <a...
other
2
ai_machinelearning_big_data
[ 2014 ]
1
2020-06-23T07:46:43Z
2020-06-23T07:46:43Z
<b>Machine Learning in Dask</b><br/><br/>In this article you can learn how Dask works with a huge dataset on local machine or in a distributed manner.<br/><br/><a href="https://www.kdnuggets.com/2020/06/machine-learning-dask.html" rel="noopener" target="_blank">https://www.kdnuggets.com/2020/06/machine-learning-dask.ht...
other
2
ai_machinelearning_big_data
[ 2015 ]
1
2020-06-24T06:46:07Z
2020-06-24T06:46:07Z
<b>Denoising Diffusion Probabilistic Models</b><br/> <br/><i>Рigh quality image synthesis results using diffusion probabilistic models, a class of latent variable models inspired by considerations from nonequilibrium thermodynamics.</i><br/><br/><a href="https://hojonathanho.github.io/diffusion/" rel="noopener" target=...
tldr
1
ai_machinelearning_big_data
[ 2017 ]
1
2020-06-25T06:52:07Z
2020-06-25T06:52:07Z
<b>Introducing a New Privacy Testing Library in TensorFlow<br/></b><br/><a href="https://blog.tensorflow.org/2020/06/introducing-new-privacy-testing-library.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/06/introducing-new-privacy-testing-library.html</a><br/><b><br/>Github:</b> <a href="https://...
tldr
2
ai_machinelearning_big_data
[ 2018 ]
1
2020-06-26T08:03:50Z
2020-06-26T08:03:50Z
<b>The NetHack Learning Environment</b><br/><br/><i>The NetHack Learning Environment (NLE) is a Reinforcement Learning environment based on NetHack 3.6.6. NLE is designed to provide a standard RL interface to the game, and comes with tasks that function as a first step to evaluate agents on this new environment.</i><br...
tldr
2
ai_machinelearning_big_data
[ 2019 ]
1
2020-06-27T07:04:26Z
2020-06-27T07:04:26Z
<b>Enhance your TensorFlow Lite deployment with Firebase</b><br/><br/><a href="https://blog.tensorflow.org/2020/06/enhance-your-tensorflow-lite-deployment-with-firebase.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/06/enhance-your-tensorflow-lite-deployment-with-firebase.html</a>
tldr
2
ai_machinelearning_big_data
[ 2020 ]
1
2020-06-28T07:46:11Z
2020-06-28T07:46:11Z
<b>Computer Vision using Tensorflow</b><br/><br/><a href="https://levelup.gitconnected.com/computer-vision-using-tensorflow-946718d3c123" rel="noopener" target="_blank">https://levelup.gitconnected.com/computer-vision-using-tensorflow-946718d3c123</a><br/><br/>Full Code can be found on my <a href="https://github.com/um...
other
2
ai_machinelearning_big_data
[ 2021 ]
1
2020-06-29T06:04:04Z
2020-06-29T06:04:04Z
<b>Extracting the main trend in a dataset: the Sequencer algorithm</b><br/><br/><i>The Sequencer is an algorithm that attempts to reveal the main sequence in a dataset, if it exists</i><a href="https://github.com/dalya/Sequencer/raw/master/images/natural_image_example.png" onclick="return confirm('Open this link?\n\n'+...
other
1
ai_machinelearning_big_data
[ 2023 ]
1
2020-06-30T09:12:46Z
2020-06-30T09:12:46Z
<b>Unsupervised Discovery of Object Landmarks via Contrastive Learning</b><br/><br/><i>Approach is motivated by the phenomenon of the gradual emergence of invariance in the representation hierarchy of a deep network</i><a href="https://camo.githubusercontent.com/41bc56c7a0c3d6bba702df2121b21c65d5340eb6/68747470733a2f2f...
tldr
2
ai_machinelearning_big_data
[ 2024 ]
1
2020-07-01T04:58:31Z
2020-07-01T04:58:31Z
<b>SpineNet: A Novel Architecture for Object Detection Discovered with Neural Architecture Search</b><br/><br/><a href="https://ai.googleblog.com/2020/06/spinenet-novel-architecture-for-object.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/06/spinenet-novel-architecture-for-object.html</a><br/><br/...
tldr
2
ai_machinelearning_big_data
[ 2025 ]
1
2020-07-02T05:39:17Z
2020-07-02T05:39:17Z
<b>30 Largest TensorFlow Datasets for Machine Learning</b><br/><br/><a href="https://lionbridge.ai/datasets/tensorflow-datasets-machine-learning/" rel="noopener" target="_blank">https://lionbridge.ai/datasets/tensorflow-datasets-machine-learning/</a>
other
2
ai_machinelearning_big_data
[ 2026 ]
1
2020-07-03T05:55:31Z
2020-07-03T05:55:31Z
<b>9 Key Machine Learning Algorithms Explained in Plain English</b><br/><br/><a href="https://www.freecodecamp.org/news/a-no-code-intro-to-the-9-most-important-machine-learning-algorithms-today/" rel="noopener" target="_blank">https://www.freecodecamp.org/news/a-no-code-intro-to-the-9-most-important-machine-learning-al...
other
2
ai_machinelearning_big_data
[ 2028 ]
1
2020-07-04T05:24:05Z
2020-07-04T05:24:05Z
<b>Adversarial NLI: A New Benchmark for Natural Language Understanding</b><br/><br/><i>Facebook introduced a new large-scale NLI benchmark dataset, collected via an iterative, adversarial human-and-model-in-the-loop procedure</i><br/><br/><a href="https://ai.facebook.com/research/publications/adversarial-nli-a-new-benc...
tldr
2
ai_machinelearning_big_data
[ 2029 ]
1
2020-07-05T07:11:38Z
2020-07-05T07:11:38Z
<b>PyTorch Multi-GPU Metrics Library and More in New PyTorch Lightning Release</b><br/><br/><a href="https://www.kdnuggets.com/2020/07/pytorch-multi-gpu-metrics-library-pytorch-lightning.html" rel="noopener" target="_blank">https://www.kdnuggets.com/2020/07/pytorch-multi-gpu-metrics-library-pytorch-lightning.html</a>
other
2
ai_machinelearning_big_data
[ 2030 ]
1
2020-07-06T06:05:00Z
2020-07-06T06:05:00Z
<b>Text Classification with PyTorch</b><br/>A baseline model with LSTMs<br/><br/><b>Article</b>: <a href="https://medium.com/@fer.neutron/text-classification-with-pytorch-7111dae111a6" rel="noopener" target="_blank">https://medium.com/@fer.neutron/text-classification-with-pytorch-7111dae111a6</a><br/><br/><b>Code</b>: ...
other
2
ai_machinelearning_big_data
[ 2032 ]
1
2020-07-08T06:10:32Z
2020-07-08T06:10:32Z
<b>4 Automatic Outlier Detection Algorithms in Python</b><br/><br/><a href="https://machinelearningmastery.com/model-based-outlier-detection-and-removal-in-python/" rel="noopener" target="_blank">https://machinelearningmastery.com/model-based-outlier-detection-and-removal-in-python/</a><br/><br/><a href="https://t.me/a...
other
2
ai_machinelearning_big_data
[ 2033 ]
1
2020-07-09T06:17:49Z
2020-07-09T06:17:49Z
<b>EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning</b><br/><br/><i>EagleEye achieves better pruning performance than all of the studied pruning algorithms in our experiments</i><a href="https://github.com/anonymous47823493/EagleEye/raw/master/fig/eye.png" onclick="return confirm('Open this link?\...
tldr
2
ai_machinelearning_big_data
[ 2034 ]
1
2020-07-10T05:38:07Z
2020-07-10T05:38:07Z
<b>YOLOv5 <br/></b><br/><i>YOLOv5 improves accessibility for realtime object detection.</i><br/><br/><a href="https://blog.roboflow.ai/yolov5-is-here/" rel="noopener" target="_blank">https://blog.roboflow.ai/yolov5-is-here/</a><br/><b><br/>Tutorial</b>: <a href="https://blog.roboflow.ai/how-to-train-yolov5-on-a-custom-...
other
2
ai_machinelearning_big_data
[ 2035 ]
1
2020-07-11T07:20:37Z
2020-07-11T07:20:37Z
<b>TensorFlow 2 meets the Object Detection API</b><br/><br/><a href="https://blog.tensorflow.org/2020/07/tensorflow-2-meets-object-detection-api.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/07/tensorflow-2-meets-object-detection-api.html</a>
tldr
2
ai_machinelearning_big_data
[ 2036 ]
1
2020-07-12T07:43:48Z
2020-07-12T07:43:48Z
<b>Auto-Sklearn 2.0: The Next Generation</b><br/><br/><i>auto-sklearn is an automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator.</i><br/><br/><b>Github</b>: <a href="https://github.com/automl/auto-sklearn" rel="noopener" target="_blank">https://github.com/automl/auto-sklearn</a><br...
tldr
1
ai_machinelearning_big_data
[ 2038 ]
1
2020-07-13T06:39:53Z
2020-07-13T06:39:53Z
<b>Free MIT Courses and book on Calculus: The Key to Understanding Deep Learning</b><br/><br/><b>Course</b>: <a href="https://ocw.mit.edu/resources/res-18-005-highlights-of-calculus-spring-2010/" rel="noopener" target="_blank">https://ocw.mit.edu/resources/res-18-005-highlights-of-calculus-spring-2010/</a><br/><br/><a ...
other
2
ai_machinelearning_big_data
[ 2039 ]
1
2020-07-14T06:25:22Z
2020-07-14T06:25:22Z
<b>Google at ICML 2020</b><br/><br/><a href="https://ai.googleblog.com/2020/07/google-at-icml-2020.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/07/google-at-icml-2020.html</a>
tldr
2
ai_machinelearning_big_data
[ 2040 ]
1
2020-07-15T06:26:44Z
2020-07-15T06:26:44Z
<b>Using machine learning in the browser to lip sync to your favorite songs</b><br/><br/><a href="https://blog.tensorflow.org/2020/07/using-machine-learning-in-browser-to-lip-sync.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/07/using-machine-learning-in-browser-to-lip-sync.html</a><br/><br/><b>...
tldr
2
ai_machinelearning_big_data
[ 2042 ]
1
2020-07-16T08:39:53Z
2020-07-16T08:39:53Z
<b>PyTorch LSTM: Text Generation Tutoria<br/></b><br/><a href="https://www.kdnuggets.com/2020/07/pytorch-lstm-text-generation-tutorial.html" rel="noopener" target="_blank">https://www.kdnuggets.com/2020/07/pytorch-lstm-text-generation-tutorial.html</a>
other
2
ai_machinelearning_big_data
[ 2043 ]
1
2020-07-17T06:41:07Z
2020-07-17T06:41:07Z
<b>Fast and Accurate Neural CRF Constituency Parsing</b><br/><br/>To improve the parsing performance,hee introduced a new scoring architecture based on boundary representation and biaffine attention, and a beneficial dropout strategy.<br/><br/><b>Github</b>: <a href="https://github.com/yzhangcs/parser" rel="noopener" t...
tldr
2
ai_machinelearning_big_data
[ 2045 ]
1
2020-07-18T06:43:03Z
2020-07-18T06:43:03Z
<b>Indoor SfMLearner</b><br/><br/><i>The unsupervised depth estimation task in indoor environments</i><a href="https://github.com/svip-lab/Indoor-SfMLearner/raw/master/asserts/pipeline.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank">.</a><br/><br/><b>Github</b>: <a href="h...
tldr
2
ai_machinelearning_big_data
[ 2047 ]
1
2020-07-19T08:40:36Z
2020-07-19T08:40:36Z
<b>Real Time Object Measurement</b><br/><br/>O<i>bject measurement using OpenCV and Python. We will use an A4 paper as our guide and find the width and height of objects.</i><br/><br/><a href="https://www.murtazahassan.com/real-time-object-measurement/" rel="noopener" target="_blank">https://www.murtazahassan.com/real-...
other
2
ai_machinelearning_big_data
[ 2048 ]
1
2020-07-20T07:41:18Z
2020-07-20T07:41:18Z
<b>Accelerating 3D Deep Learning with PyTorch3D</b><br/><br/><i>PyTorch3D provides efficient, reusable components for 3D Computer Vision research with PyTorch.</i><br/><br/><b>Code</b>: <a href="https://github.com/facebookresearch/pytorch3d" rel="noopener" target="_blank">https://github.com/facebookresearch/pytorch3d</...
tldr
2
ai_machinelearning_big_data
[ 2049 ]
1
2020-07-21T06:59:42Z
2020-07-21T06:59:42Z
<b>Real-Time Face Mask Detector with Python, OpenCV, Keras</b><br/><br/><a href="https://data-flair.training/blogs/face-mask-detection-with-python/" rel="noopener" target="_blank">https://data-flair.training/blogs/face-mask-detection-with-python/</a><br/><br/><b>Dataset</b>: <a href="https://data-flair.training/blogs/d...
other
2
ai_machinelearning_big_data
[ 2050 ]
1
2020-07-22T06:35:05Z
2020-07-22T06:35:05Z
<b>Multi-scale Interactive Network for Salient Object Detection</b><a href="https://github.com/lartpang/MINet/raw/master/assets/Network.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank">.</a><br/><br/><br/><b>Github</b>: <a href="https://github.com/lartpang/MINet" rel="noope...
tldr
2
ai_machinelearning_big_data
[ 2051 ]
1
2020-07-23T07:16:07Z
2020-07-23T07:16:07Z
<b>Private prediction methods: A systematic study by Facebook Research</b><br/><br/><a href="https://ai.facebook.com/blog/private-prediction-methods-a-systematic-study/" rel="noopener" target="_blank">https://ai.facebook.com/blog/private-prediction-methods-a-systematic-study/</a><br/><br/><b>Github</b>: <a href="https:...
tldr
2
ai_machinelearning_big_data
[ 2053 ]
1
2020-07-25T06:52:14Z
2020-07-25T06:52:14Z
<b>Using Snorkel and NLP Models to Predict Multiple Sclerosis Severity Scores</b><br/><br/><a href="https://www.kdnuggets.com/2020/07/labelling-data-using-snorkel.html" rel="noopener" target="_blank">https://www.kdnuggets.com/2020/07/labelling-data-using-snorkel.html</a><br/><br/><b>Tutorial</b>: <a href="https://nlp4h...
other
2
ai_machinelearning_big_data
[ 2054 ]
1
2020-07-26T07:10:12Z
2020-07-26T07:10:12Z
<b>Whole-Body Human Pose Estimation in the Wild</b><br/><br/><b>Github</b><a href="https://github.com/jin-s13/COCO-WholeBody/raw/master/imgs/Fig1_example.png" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank">:</a> <a href="https://github.com/jin-s13/COCO-WholeBody" rel="noopener...
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2
ai_machinelearning_big_data
[ 2055 ]
1
2020-07-27T06:18:21Z
2020-07-27T06:18:21Z
<b>LOOCV for Evaluating Machine Learning Algorithms</b><br/><br/><a href="https://machinelearningmastery.com/loocv-for-evaluating-machine-learning-algorithms/" rel="noopener" target="_blank">https://machinelearningmastery.com/loocv-for-evaluating-machine-learning-algorithms/</a><br/><br/><a href="https://t.me/ai_machin...
other
2
ai_machinelearning_big_data
[ 2056 ]
1
2020-07-28T06:35:10Z
2020-07-28T06:35:10Z
<b>DeepSVG</b><br/><br/>A Hierarchical Generative Network for Vector Graphics Animation.<br/><br/><a href="https://blog.alexandrecarlier.com/deepsvg/" rel="noopener" target="_blank">https://blog.alexandrecarlier.com/deepsvg/</a><br/><br/><b>Github</b>: <a href="https://github.com/alexandre01/deepsvg" rel="noopener" tar...
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2
ai_machinelearning_big_data
[ 2058 ]
1
2020-07-30T06:27:25Z
2020-07-30T06:27:25Z
<i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F91B6.png')"><b>👶</b></i> <b>BabyAI 1.1</b><br/><br/><i>BabyAI is a platform used to study the sample efficiency of grounded language acquisitio</i><br/><br/><b>Github</b>: <a href="https://github.com/mila-iqia/babyai" rel="noopener" target="...
tldr
2
ai_machinelearning_big_data
[ 2059 ]
1
2020-07-31T06:14:50Z
2020-07-31T06:14:50Z
<b>Building a Content-Based Book Recommendation Engine</b><br/><br/><a href="https://www.kdnuggets.com/2020/07/building-content-based-book-recommendation-engine.html" rel="noopener" target="_blank">https://www.kdnuggets.com/2020/07/building-content-based-book-recommendation-engine.html</a><br/><br/><i>Content-Based Rec...
other
2
ai_machinelearning_big_data
[ 2060 ]
1
2020-08-01T06:12:55Z
2020-08-01T06:12:55Z
<b>SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation</b><br/><br/><br/><b>Github</b>: <a href="https://github.com/JialeCao001/SipMask" rel="noopener" target="_blank">https://github.com/JialeCao001/SipMask</a><br/><br/><b>Paper</b>: <a href="https://arxiv.org/abs/2007.14772v1" rel=...
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2
ai_machinelearning_big_data
[ 2062 ]
1
2020-08-03T06:37:52Z
2020-08-03T06:37:52Z
<b>On the Convergence of Tsetlin Machines for the IDENTITY- and NOT Operators</b><br/><br/><i>The Tsetlin Machine solves complex pattern recognition problems with easy-to-interpret propositional formulas</i><a href="https://github.com/olegranmo/blob/raw/master/Tsetlin_Machine_Example_Configuration_Full.png" onclick="re...
tldr
2
ai_machinelearning_big_data
[ 2064 ]
1
2020-08-04T05:44:56Z
2020-08-04T05:44:56Z
<b>Train your TensorFlow model on Google Cloud using TensorFlow Cloud</b><br/><br/><a href="https://blog.tensorflow.org/2020/08/train-your-tensorflow-model-on-google.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/08/train-your-tensorflow-model-on-google.html</a>
tldr
2
ai_machinelearning_big_data
[ 2065 ]
1
2020-08-05T06:37:11Z
2020-08-05T06:37:11Z
<b>How to Use XGBoost for Time Series Forecasting</b><br/><br/><a href="https://machinelearningmastery.com/xgboost-for-time-series-forecasting/" rel="noopener" target="_blank">https://machinelearningmastery.com/xgboost-for-time-series-forecasting/</a><br/><br/><a href="https://t.me/ai_machinelearning_big_data" target="...
other
2
ai_machinelearning_big_data
[ 2067 ]
1
2020-08-06T06:47:09Z
2020-08-06T06:47:09Z
<b>Netflix’s Polynote is a New Open Source Framework to Build Better Data Science Notebooks</b><br/><br/><i>Polynote is an experimental polyglot notebook environment. Currently, it supports Scala and Python, SQL, and Vega.</i><br/><br/><a href="https://www.kdnuggets.com/2020/08/netflix-polynote-open-source-framework-be...
other
2
ai_machinelearning_big_data
[ 2068 ]
1
2020-08-07T06:59:30Z
2020-08-07T06:59:30Z
<b>Multilingual Speech Synthesis</b><br/><br/><i>Synthesized samples, training and evaluation data, source code, and parameters for Multilingual Speech Synthesis</i><a href="https://github.com/Tomiinek/Multilingual_Text_to_Speech/raw/master/_img/generated.png" onclick="return confirm('Open this link?\n\n'+this.href);" ...
tldr
2
ai_machinelearning_big_data
[ 2069 ]
1
2020-08-08T06:54:06Z
2020-08-08T06:54:06Z
<b>Metrics to Use to Evaluate Deep Learning Object Detectors</b><a href="https://www.pyimagesearch.com/wp-content/uploads/2016/09/iou_stop_sign.jpg" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank">.</a><br/><br/><a href="https://www.kdnuggets.com/2020/08/metrics-evaluate-deep-l...
other
2
ai_machinelearning_big_data
[ 2070 ]
1
2020-08-09T07:19:23Z
2020-08-09T07:19:23Z
<b>DeText: A Deep Neural Text Understanding Framework</b><br/><br/> <i>DeText can be applied to many tasks, including search &amp; recommendation ranking, multi-class classification and query understanding tasks</i><a href="https://github.com/linkedin/detext/raw/master/detext_model_architecture.png" onclick="return con...
tldr
1
ai_machinelearning_big_data
[ 2071 ]
1
2020-08-10T07:47:00Z
2020-08-10T07:47:00Z
<b>Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets</b><br/><br/><b>Github</b>: <a href="https://github.com/facebookresearch/QA-Overlap" rel="noopener" target="_blank">https://github.com/facebookresearch/QA-Overlap</a><br/><br/><b>Paper</b>: <a href="https://arxiv.org/abs/2008.02637" re...
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2
ai_machinelearning_big_data
[ 2072 ]
1
2020-08-11T07:13:02Z
2020-08-11T07:13:02Z
<b>Layerwise learning for Quantum Neural Networks</b><br/><br/><i>Training strategy that addresses vanishing gradients in quantum neural networks (QNNs)</i><a href="https://3.bp.blogspot.com/-063GEqVQUdU/Xy25zCLCCLI/AAAAAAAADcI/8XGuxC0HOjAFR9VedOcD3DPw7vZLzU3tQCLcBGAsYHQ/s1600/QNN.png" onclick="return confirm('Open thi...
tldr
2
ai_machinelearning_big_data
[ 2073 ]
1
2020-08-12T07:22:51Z
2020-08-12T07:22:51Z
<b>LSTM in Machine Learning</b><br/><br/><a href="https://thecleverprogrammer.com/2020/08/11/lstm-in-machine-learning/" rel="noopener" target="_blank">https://thecleverprogrammer.com/2020/08/11/lstm-in-machine-learning/</a><br/><br/><a href="https://t.me/ai_machinelearning_big_data" target="_blank">@ai_machinelearning_...
other
2
ai_machinelearning_big_data
[ 2074, 2075 ]
2
2020-08-13T07:10:24Z
2020-08-13T07:10:33Z
<b>5 Machine Learning Regression Algorithms You Need to Know</b><br/><br/><a href="https://towardsdatascience.com/5-regression-algorithms-you-need-to-know-theory-implementation-37993382122d" rel="noopener" target="_blank">https://towardsdatascience.com/5-regression-algorithms-you-need-to-know-theory-implementation-3799...
other
2
ai_machinelearning_big_data
[ 2076 ]
1
2020-08-14T05:50:00Z
2020-08-14T05:50:00Z
<b>Plot a Decision Surface for Machine Learning Algorithms in Python</b><br/><br/><a href="https://machinelearningmastery.com/plot-a-decision-surface-for-machine-learning/" rel="noopener" target="_blank">https://machinelearningmastery.com/plot-a-decision-surface-for-machine-learning/</a><br/><br/><a href="https://t.me/...
other
2
ai_machinelearning_big_data
[ 2077 ]
1
2020-08-15T06:02:22Z
2020-08-15T06:02:22Z
<b>Guided Collaborative Training for Pixel-wise Semi-Supervised Learning</b><br/><br/><b>Github</b>: <a href="https://github.com/ZHKKKe/PixelSSL" rel="noopener" target="_blank">https://github.com/ZHKKKe/PixelSSL</a><br/><br/><b>Paper</b>: <a href="https://arxiv.org/abs/2008.05258" rel="noopener" target="_blank">https:/...
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2
ai_machinelearning_big_data
[ 2078 ]
1
2020-08-16T06:53:55Z
2020-08-16T06:53:55Z
<i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F94A5.png')"><b>🔥</b></i> <b>Language Interpretability Tool</b><br/><br/><i>Open-source platform for visualization and understanding of NLP models</i><a href="https://github.com/PAIR-code/lit/raw/main/docs/images/lit-design-complex.png" oncli...
tldr
2
ai_machinelearning_big_data
[ 2079 ]
1
2020-08-17T06:05:29Z
2020-08-17T06:05:29Z
<b>Efficient PyTorch I/O library for Large Datasets, Many Files, Many GPUs</b><br/><br/><a href="https://pytorch.org/blog/efficient-pytorch-io-library-for-large-datasets-many-files-many-gpus/" rel="noopener" target="_blank">https://pytorch.org/blog/efficient-pytorch-io-library-for-large-datasets-many-files-many-gpus/</...
tldr
2
ai_machinelearning_big_data
[ 2080 ]
1
2020-08-18T08:10:31Z
2020-08-18T08:10:31Z
<b>Content-Based Recommendation System using Word Embeddings</b><br/><br/><a href="https://www.kdnuggets.com/2020/08/content-based-recommendation-system-word-embeddings.html" rel="noopener" target="_blank">https://www.kdnuggets.com/2020/08/content-based-recommendation-system-word-embeddings.html</a><br/><br/><b>Code</b...
other
1
ai_machinelearning_big_data
[ 2082 ]
1
2020-08-20T06:07:09Z
2020-08-20T06:07:09Z
<b>Understanding Deep Learning on Controlled Noisy Labels</b><br/><br/><a href="https://ai.googleblog.com/2020/08/understanding-deep-learning-on.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/08/understanding-deep-learning-on.html</a><br/><br/><b>Code</b>: <a href="https://github.com/google-researc...
tldr
2
ai_machinelearning_big_data
[ 2083 ]
1
2020-08-21T06:22:50Z
2020-08-21T06:22:50Z
<i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F9397.png')"><b>📗</b></i> <b>Forward from the 'Deep Learning for Coders' Book</b><br/><br/><b>Post</b><a href="https://sun9-30.userapi.com/1MjPOd_pwNhM-kvmFeJbf8CqXOJScPxu1PyL-g/wlozXodtnEE.jpg" onclick="return confirm('Open this link?\n\n'+t...
other
2
ai_machinelearning_big_data
[ 2085 ]
1
2020-08-22T07:05:19Z
2020-08-22T07:05:19Z
<b>Facebook research at ECCV 2020</b><br/><br/><a href="https://ai.facebook.com/blog/facebook-research-at-eccv-2020/" rel="noopener" target="_blank">https://ai.facebook.com/blog/facebook-research-at-eccv-2020/</a><br/><br/><a href="https://t.me/ai_machinelearning_big_data" target="_blank">@ai_machinelearning_big_data</...
other
2
ai_machinelearning_big_data
[ 2086 ]
1
2020-08-23T06:42:42Z
2020-08-23T06:42:42Z
<b>Introducing Semantic Reactor: Explore NLP in Google Sheets</b><br/><br/><a href="https://blog.tensorflow.org/2020/08/introducing-semantic-reactor-explore-nlp-sheets.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/08/introducing-semantic-reactor-explore-nlp-sheets.html</a><br/><br/><b>Code sampl...
other
2
ai_machinelearning_big_data
[ 2087 ]
1
2020-08-24T06:09:52Z
2020-08-24T06:09:52Z
<b>Building a Neural Network to Predict Loan Risk</b><br/><br/><a href="https://tymick.me/blog/loan-risk-neural-network" rel="noopener" target="_blank">https://tymick.me/blog/loan-risk-neural-network</a><br/><br/><b>Github</b>: <a href="https://github.com/tywmick/loan-risk-neural-network" rel="noopener" target="_blank"...
tldr
2
ai_machinelearning_big_data
[ 2089 ]
1
2020-08-26T06:59:17Z
2020-08-26T06:59:17Z
<b>PyTorch framework for cryptographically secure random number generation, torchcsprng, now available</b><br/><br/><a href="https://pytorch.org/blog/torchcsprng-release-blog/" rel="noopener" target="_blank">https://pytorch.org/blog/torchcsprng-release-blog/</a>
other
1
ai_machinelearning_big_data
[ 2090 ]
1
2020-08-27T08:02:54Z
2020-08-27T08:02:54Z
<b>Introducing TF-Coder, a tool that writes tricky TensorFlow expressions for you</b><br/><br/><a href="https://blog.tensorflow.org/2020/08/introducing-tensorflow-coder-tool.html" rel="noopener" target="_blank">https://blog.tensorflow.org/2020/08/introducing-tensorflow-coder-tool.html</a><br/><br/><b>Paper</b>: <a href...
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2
ai_machinelearning_big_data
[ 2091 ]
1
2020-08-28T08:26:01Z
2020-08-28T08:26:01Z
<i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F9184.png')"><b>👄</b></i> <b>Wav2Lip: Accurately Lip-syncing Videos In The Wild</b><br/><br/><i>Lip-sync videos to any target speech with high accuracy. Try our interactive demo.</i><br/><br/><b>Github</b>: <a href="https://github.com/Rudrabh...
tldr
2
ai_machinelearning_big_data
[ 2092 ]
1
2020-08-29T08:05:21Z
2020-08-29T08:05:21Z
<b>Microsoft’s DoWhy is a Cool Framework for Causal Inference</b><br/><br/><a href="https://www.kdnuggets.com/2020/08/microsoft-dowhy-framework-causal-inference.html" rel="noopener" target="_blank">https://www.kdnuggets.com/2020/08/microsoft-dowhy-framework-causal-inference.html</a><br/><br/><b>Github</b>: <a href="htt...
tldr
2
ai_machinelearning_big_data
[ 2093 ]
1
2020-08-31T09:42:53Z
2020-08-31T09:42:53Z
<b>The Hessian Penalty — Official Implementation</b><br/><br/><i>It efficiently optimizes the Hessian of your neural network to be diagonal in an input, leading to disentanglement in that input.</i><br/><br/><a href="https://www.wpeebles.com/hessian-penalty" rel="noopener" target="_blank">https://www.wpeebles.com/hessi...
tldr
2
ai_machinelearning_big_data
[ 2095 ]
1
2020-09-02T08:02:12Z
2020-09-02T08:02:12Z
<b>Introducing Opacus: A high-speed library for training PyTorch models with differential privacy</b><br/><br/><a href="https://ai.facebook.com/blog/introducing-opacus-a-high-speed-library-for-training-pytorch-models-with-differential-privacy/" rel="noopener" target="_blank">https://ai.facebook.com/blog/introducing-opa...
tldr
2
ai_machinelearning_big_data
[ 2096 ]
1
2020-09-03T07:56:06Z
2020-09-03T07:56:06Z
<b>Top2Vec</b><br/><br/><i>Top2Vec is an algorithm for topic modeling and semantic search. It automatically detects topics present in text and generates jointly embedded topic, document and word vectors</i><a href="https://raw.githubusercontent.com/ddangelov/Top2Vec/master/images/topic_vector.svg?sanitize=true" onclick...
tldr
2
ai_machinelearning_big_data
[ 2097 ]
1
2020-09-04T07:30:57Z
2020-09-04T07:30:57Z
<i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F838F.png')"><b>🃏</b></i> <b>Estimate Probabilities Of Card Games</b><br/><br/><a href="https://becominghuman.ai/estimate-probabilities-of-card-games-3ae50adb75c7" rel="noopener" target="_blank">https://becominghuman.ai/estimate-probabilities...
other
2
ai_machinelearning_big_data
[ 2098 ]
1
2020-09-05T08:56:02Z
2020-09-05T08:56:02Z
<b>Awsome-domain-adaptation</b><br/><br/>This repo is a collection of AWESOME things about domain adaptation, including papers, code, etc. Feel free to star and fork.<br/><br/><b>Github</b>: <a href="https://github.com/zhaoxin94/awesome-domain-adaptation" rel="noopener" target="_blank">https://github.com/zhaoxin94/awes...
other
2
ai_machinelearning_big_data
[ 2100 ]
1
2020-09-07T10:08:09Z
2020-09-07T10:08:09Z
<b>Auto-Sklearn for Automated Machine Learning in Python</b><br/><br/><a href="https://machinelearningmastery.com/auto-sklearn-for-automated-machine-learning-in-python/" rel="noopener" target="_blank">https://machinelearningmastery.com/auto-sklearn-for-automated-machine-learning-in-python/</a>
tldr
2
ai_machinelearning_big_data
[ 2102 ]
1
2020-09-08T07:35:02Z
2020-09-08T07:35:02Z
<b>The Little W-Net that Could</b><br/><br/><i>State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models</i><a href="https://github.com/agaldran/lwnet/raw/master/models/fig2.png?raw=true" onclick="return confirm('Open this link?\n\n'+this.href);" rel="noopener" target="_blank">.</a><br/><br/><b>Github</b>: ...
tldr
2
ai_machinelearning_big_data
[ 2103 ]
1
2020-09-09T08:57:29Z
2020-09-09T08:57:29Z
<b>KILT: a Benchmark for Knowledge Intensive Language Tasks</b><br/><br/><i>All tasks in KILT are grounded in the same snapshot of Wikipedia, reducing engineering turnaround through the re-use of components, as well as accelerating research into task-agnostic memory architectures</i><a href="https://github.com/facebook...
tldr
2
ai_machinelearning_big_data
[ 2104 ]
1
2020-09-10T07:39:08Z
2020-09-10T07:39:08Z
<i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09FA799E2808DE29982.png')"><b>🧙‍♂️</b></i> <b>How to Create a Cartoonizer with TensorFlow Lite</b><br/><br/><a href="https://blog.tensorflow.org/2020/09/how-to-create-cartoonizer-with-tf-lite.html" rel="noopener" target="_blank">https://blog.te...
other
2
ai_machinelearning_big_data
[ 2106 ]
1
2020-09-11T07:39:49Z
2020-09-11T07:39:49Z
<b>HyperOpt for Automated Machine Learning With Scikit-Learn</b><br/><br/><a href="https://machinelearningmastery.com/hyperopt-for-automated-machine-learning-with-scikit-learn/" rel="noopener" target="_blank">https://machinelearningmastery.com/hyperopt-for-automated-machine-learning-with-scikit-learn/</a>
tldr
2
ai_machinelearning_big_data
[ 2107 ]
1
2020-09-12T07:33:42Z
2020-09-12T07:33:42Z
<b>TorchKGE: Knowledge Graph Embedding in Python and PyTorch</b><br/><br/><a href="https://torchkge.readthedocs.io/en/latest/" rel="noopener" target="_blank">https://torchkge.readthedocs.io/en/latest/</a><br/><br/><b>Github</b>: <a href="https://github.com/torchkge-team/torchkge" rel="noopener" target="_blank">https://...
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2
ai_machinelearning_big_data
[ 2110 ]
1
2020-09-14T07:22:53Z
2020-09-14T07:22:53Z
Up Great technology contest READ//ABLE stimulates the development of new approaches to machine learning. It gives great opportunities for NLP developers. Join us for the next AI breakthrough! <br/> <br/>Task: to develop an AI product capable of successfully identifying semantic and factual errors in academic essays at ...
other
2
ai_machinelearning_big_data
[ 2111 ]
1
2020-09-14T08:08:39Z
2020-09-14T08:08:39Z
<b>LaSOT</b><br/><br/><i>Large-scale Single Object Tracking (LaSOT) aims to provide a dedicated platform for training data-hungry deep trackers as well as assessing long-term tracking performance.</i> <br/><br/><a href="http://vision.cs.stonybrook.edu/~lasot/" rel="noopener" target="_blank">http://vision.cs.stonybrook....
tldr
2
ai_machinelearning_big_data
[ 2112 ]
1
2020-09-16T07:51:21Z
2020-09-16T07:51:21Z
<b>Rule-Guided Graph Neural Networks for Recommender Systems</b><br/><br/><i>Сombination of rule learning and GNNs achieves substantial improvement compared to methods only using either of them</i><br/><br/><b>Github</b>: <a href="https://github.com/nju-websoft/RGRec" rel="noopener" target="_blank">https://github.com/n...
other
1
ai_machinelearning_big_data
[ 2114 ]
1
2020-09-17T07:40:35Z
2020-09-17T07:40:35Z
<b>Improving Sparse Training with RigL</b><br/><br/><a href="https://ai.googleblog.com/2020/09/improving-sparse-training-with-rigl.html" rel="noopener" target="_blank">https://ai.googleblog.com/2020/09/improving-sparse-training-with-rigl.html</a><br/><br/><b>Github</b>: <a href="https://github.com/google-research/rigl"...
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2