Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification
Github: https://github.com/Z-Zheng/FreeNet
Paper: https://ieeexplore.ieee.org/document/9007624
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Github: https://github.com/Z-Zheng/FreeNet
Paper: https://ieeexplore.ieee.org/document/9007624
@ai_machinelearning_big_data
Tensorflow + dalex, or how to explain a TensorFlow model
Article: https://www.kdnuggets.com/2020/11/dalex-explain-tensorflow-model.html
Code: https://dalex.drwhy.ai/python-dalex-tensorflow.html
Explanatory Model Analysis: https://pbiecek.github.io/ema/
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Article: https://www.kdnuggets.com/2020/11/dalex-explain-tensorflow-model.html
Code: https://dalex.drwhy.ai/python-dalex-tensorflow.html
Explanatory Model Analysis: https://pbiecek.github.io/ema/
@ai_machinelearning_big_data
Text classification with an RNN | TensorFlow Core
https://www.tensorflow.org/tutorials/text/text_classification_rnn
Code: https://github.com/tensorflow/docs/blob/master/site/en/tutorials/text/text_classification_rnn.ipynb
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https://www.tensorflow.org/tutorials/text/text_classification_rnn
Code: https://github.com/tensorflow/docs/blob/master/site/en/tutorials/text/text_classification_rnn.ipynb
@ai_machinelearning_big_data
TensorFlow
Text classification with an RNN | TensorFlow
👍1
🎨 Stylized Neural Painting.
https://jiupinjia.github.io/neuralpainter/
Github: https://github.com/jiupinjia/stylized-neural-painting
Paper: https://arxiv.org/abs/2011.08114
@ai_machinelearning_big_data
https://jiupinjia.github.io/neuralpainter/
Github: https://github.com/jiupinjia/stylized-neural-painting
Paper: https://arxiv.org/abs/2011.08114
@ai_machinelearning_big_data
Learning Efficient GANs using Differentiable Masks and Co-Attention Distillation
Github: https://github.com/SJLeo/DMAD
Paper: https://arxiv.org/abs/2011.08382
@ai_machinelearning_big_data
Github: https://github.com/SJLeo/DMAD
Paper: https://arxiv.org/abs/2011.08382
@ai_machinelearning_big_data
Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis.
https://www.impersonator.org/work/impersonator-plus-plus.html
Code: https://github.com/iPERDance/iPERCore
Paper: https://arxiv.org/pdf/2011.09055
Dataset: https://svip-lab.github.io/dataset/iPER_dataset.html
@ai_machinelearning_big_data
https://www.impersonator.org/work/impersonator-plus-plus.html
Code: https://github.com/iPERDance/iPERCore
Paper: https://arxiv.org/pdf/2011.09055
Dataset: https://svip-lab.github.io/dataset/iPER_dataset.html
@ai_machinelearning_big_data
Forwarded from Artificial Intelligence
Adversarial Examples in Deep Learning.
https://blog.djsarkar.ai/adversarial-learning-attacks-1/
Github: https://github.com/dipanjanS/adversarial-learning-robustness
@ArtificialIntelligencedl
https://blog.djsarkar.ai/adversarial-learning-attacks-1/
Github: https://github.com/dipanjanS/adversarial-learning-robustness
@ArtificialIntelligencedl
TJU-DHD dataset (object detection and pedestrian detection)
Github: https://github.com/tjubiit/TJU-DHD
Paper: https://arxiv.org/abs/2011.09170v1
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Github: https://github.com/tjubiit/TJU-DHD
Paper: https://arxiv.org/abs/2011.09170v1
@ai_machinelearning_big_data
FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance
Github: https://github.com/AI4Finance-LLC/FinRL-Library
Paper: https://arxiv.org/abs/2011.09607
@ai_machinelearning_big_data
Github: https://github.com/AI4Finance-LLC/FinRL-Library
Paper: https://arxiv.org/abs/2011.09607
@ai_machinelearning_big_data
Computer Vision at Scale With Dask And PyTorch
https://www.saturncloud.io/s/computer-vision-at-scale-with-dask-and-pytorch/
Code: https://github.com/saturncloud/saturn-cloud-examples/tree/main/pytorch-demo
@ai_machinelearning_big_data
https://www.saturncloud.io/s/computer-vision-at-scale-with-dask-and-pytorch/
Code: https://github.com/saturncloud/saturn-cloud-examples/tree/main/pytorch-demo
@ai_machinelearning_big_data
saturncloud.io
Computer Vision at Scale With Dask and PyTorch | Saturn Cloud Blog
This tutorial walks through how to use PyTorch and Dask to train an image recognition model across a GPU cluster.
Object Detection Using Mask R-CNN with TensorFlow 2.0 and Keras.
https://blog.paperspace.com/mask-r-cnn-tensorflow-2-0-keras/
Mask_RCNN project: https://github.com/matterport/Mask_RCNN
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https://blog.paperspace.com/mask-r-cnn-tensorflow-2-0-keras/
Mask_RCNN project: https://github.com/matterport/Mask_RCNN
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Essential Math for Data Science: Integrals And Area Under The Curve
https://hadrienj.github.io/posts/Essential-Math-Integrals/
@ai_machinelearning_big_data
https://hadrienj.github.io/posts/Essential-Math-Integrals/
@ai_machinelearning_big_data
TFX Estimator Component Tutorial | TensorFlow
https://www.tensorflow.org/tfx/tutorials/tfx/components
@ai_machinelearning_big_data
https://www.tensorflow.org/tfx/tutorials/tfx/components
@ai_machinelearning_big_data
TensorFlow
TFX Estimator Component Tutorial | TensorFlow
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals
Github: https://github.com/PeizeSun/SparseR-CNN
Paper: https://arxiv.org/abs/2011.12450
@ai_machinelearning_big_data
Github: https://github.com/PeizeSun/SparseR-CNN
Paper: https://arxiv.org/abs/2011.12450
@ai_machinelearning_big_data
PyTorch Static Quantization.
https://leimao.github.io/blog/PyTorch-Static-Quantization/
Code: https://github.com/leimao/PyTorch-Static-Quantization
Quantization for Neural Networks: https://leimao.github.io/article/Neural-Networks-Quantization/
@ai_machinelearning_big_data
https://leimao.github.io/blog/PyTorch-Static-Quantization/
Code: https://github.com/leimao/PyTorch-Static-Quantization
Quantization for Neural Networks: https://leimao.github.io/article/Neural-Networks-Quantization/
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All Machine Learning Algorithms with Python
https://thecleverprogrammer.com/2020/11/27/machine-learning-algorithms-with-python/
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https://thecleverprogrammer.com/2020/11/27/machine-learning-algorithms-with-python/
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Deep & Cross Network (DCN).
https://www.tensorflow.org/recommenders/examples/dcn
Code: https://github.com/tensorflow/recommenders/blob/main/docs/examples/dcn.ipynb
TensorFlow Recommenders: Scalable retrieval and feature interaction modelling: https://blog.tensorflow.org/2020/11/tensorflow-recommenders-scalable-retrieval-feature-interaction-modelling.html
Paper: https://arxiv.org/pdf/2008.13535.pdf
@ai_machinelearning_big_data
https://www.tensorflow.org/recommenders/examples/dcn
Code: https://github.com/tensorflow/recommenders/blob/main/docs/examples/dcn.ipynb
TensorFlow Recommenders: Scalable retrieval and feature interaction modelling: https://blog.tensorflow.org/2020/11/tensorflow-recommenders-scalable-retrieval-feature-interaction-modelling.html
Paper: https://arxiv.org/pdf/2008.13535.pdf
@ai_machinelearning_big_data
Learning to Summarize from Human Feedback
Github: https://github.com/openai/summarize-from-feedback
Dataset: https://openaipublic.blob.core.windows.net/summarize-from-feedback/website/index.html#/
Paper: https://proceedings.neurips.cc//paper/2020/file/1f89885d556929e98d3ef9b86448f951-Paper.pdf
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Github: https://github.com/openai/summarize-from-feedback
Dataset: https://openaipublic.blob.core.windows.net/summarize-from-feedback/website/index.html#/
Paper: https://proceedings.neurips.cc//paper/2020/file/1f89885d556929e98d3ef9b86448f951-Paper.pdf
@ai_machinelearning_big_data
Forwarded from TensorFlow
Using AutoML for Time Series Forecasting
http://ai.googleblog.com/2020/12/using-automl-for-time-series-forecasting.html
@tensorflowblog
http://ai.googleblog.com/2020/12/using-automl-for-time-series-forecasting.html
@tensorflowblog
research.google
Using AutoML for Time Series Forecasting
Posted by Chen Liang and Yifeng Lu, Software Engineers, Google Research, Brain Team Time series forecasting is an important research area for machi...
A Photogrammetry-based Framework to Facilitate Image-based Modeling and Automatic Camera Tracking
Github: https://github.com/SBCV/Blender-Addon-Photogrammetry-Importer
Paper: https://arxiv.org/abs/2012.01044v1
@ai_machinelearning_big_data
Github: https://github.com/SBCV/Blender-Addon-Photogrammetry-Importer
Paper: https://arxiv.org/abs/2012.01044v1
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