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TensorFlow channel По всем вопросам- @haarrp questions to admin - @haarrp @pythonl - Our Python channel @ai_machinelearning_big_data - machine learning @ArtificialIntelligencedl - AI @datascienceiot - ml books
LEAF: A Learnable Frontend for Audio Classification
http://ai.googleblog.com/2021/03/leaf-learnable-frontend-for-audio.html
@tensorflowblog
A New Lens on Understanding Generalization in Deep Learning
http://ai.googleblog.com/2021/03/a-new-lens-on-understanding.html
@tensorflowblog
PAIRED: A New Multi-agent Approach for Adversarial Environment Generation
http://ai.googleblog.com/2021/03/paired-new-multi-agent-approach-for.html
@tensorflowblog
Transfer Learning for Audio Data with YAMNet
https://blog.tensorflow.org/2021/03/transfer-learning-for-audio-data-with-yamnet.html
@tensorflowblog
Lyra: A New Very Low Bitrate Codec for Speech Compression
http://ai.googleblog.com/2021/02/lyra-new-very-low-bitrate-codec-for.html
@tensorflowblog
Introducing Model Search: An Open Source Platform for Finding Optimal ML Models
http://ai.googleblog.com/2021/02/introducing-model-search-open-source.html
@tensorflowblog
Rearranging the Visual World
http://ai.googleblog.com/2021/02/rearranging-visual-world.html
@tensorflowblog
Advanced Natural Language Processing with TensorFlow
@tensorflowblog
https://blog.tensorflow.org/2021/02/join-us-at-tensorflow-everywhere.html
@tensorflowblog
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Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning
http://ai.googleblog.com/2021/02/evaluating-design-trade-offs-in-visual.html
@tensorflowblog
Learning to Reason Over Tables from Less Data
http://ai.googleblog.com/2021/01/learning-to-reason-over-tables-from.html
@tensorflowblog
Improving Mobile App Accessibility with Icon Detection
http://ai.googleblog.com/2021/01/improving-mobile-app-accessibility-with.html
@tensorflowblog
Stabilizing Live Speech Translation in Google Translate
http://ai.googleblog.com/2021/01/stabilizing-live-speech-translation-in.html
@tensorflowblog
Writing your own callbacks
https://www.tensorflow.org/guide/keras/custom_callback
@tensorflowblog
Train and serve a TensorFlow model with TensorFlow Serving
https://www.tensorflow.org/tfx/tutorials/serving/rest_simple
Code: https://github.com/tensorflow/tfx/blob/master/docs/tutorials/serving/rest_simple.ipynb
Dataset: https://github.com/zalandoresearch/fashion-mnist
@ai_machinelearning_big_data
Accelerating Neural Networks on Mobile and Web with Sparse Inference
http://ai.googleblog.com/2021/03/accelerating-neural-networks-on-mobile.html
@tensorflowblog
https://blog.tensorflow.org/2021/03/a-tour-of-savedmodel-signatures.html
@tensorflowblog
XLA (Accelerated Linear Algebra)
https://www.tensorflow.org/xla
@tensorflowblog
The Technology Behind Cinematic Photos
http://ai.googleblog.com/2021/02/the-technology-behind-cinematic-photos.html
@tensorflowblog
https://blog.tensorflow.org/2021/02/variational-inference-with-joint-distributions-in-tensorflow-probability.html
@tensorflowblog
https://blog.tensorflow.org/2021/02/how-openx-trains-and-serves-for-million-queries-per-second.html
@tensorflowblog
https://blog.tensorflow.org/2021/02/accelerated-inference-on-arm-microcontrollers-with-tensorflow-lite.html
@tensorflowblog
TracIn — A Simple Method to Estimate Training Data Influence
http://ai.googleblog.com/2021/02/tracin-simple-method-to-estimate.html
@tensorflowblog
Machine Learning for Computer Architecture
http://ai.googleblog.com/2021/02/machine-learning-for-computer.html
@tensorflowblog
TFX Estimator Component Tutorial
https://tensorflow.google.cn/tfx/tutorials/tfx/components
Code: https://github.com/tensorflow/tfx/blob/master/docs/tutorials/tfx/components.ipynb
@tensorflowblog
https://blog.tensorflow.org/2021/01/leveraging-tensorflow-tensorrt-integration.html
@tensorflowblog
Addressing Range Anxiety with Smart Electric Vehicle Routing
http://ai.googleblog.com/2021/01/addressing-range-anxiety-with-smart.html
@tensorflowblog
https://blog.tensorflow.org/2021/01/custom-object-detection-in-browser.html
@tensorflowblog
RxR: A Multilingual Benchmark for Navigation Instruction Following
http://ai.googleblog.com/2021/01/rxr-multilingual-benchmark-for.html
@tensorflowblog