Introducing the Temporal data set, a benchmark for recognizing actions in videos
https://ai.facebook.com/blog/introducing-the-temporal-data-set-a-benchmark-for-recognizing-actions-in-videos/
paper: https://arxiv.org/abs/1907.08340
https://ai.facebook.com/blog/introducing-the-temporal-data-set-a-benchmark-for-recognizing-actions-in-videos/
paper: https://arxiv.org/abs/1907.08340
Meta
Introducing the Temporal dataset, a benchmark for recognizing actions in videos
Facebook AI is sharing a new dataset to enable systems to better understand actions in videos — specifically those that are recognizable in video sequences but not in a single frame.
Hamiltonian Neural Networks
https://eng.uber.com/research/hamiltonian-neural-networks/
paper: https://arxiv.org/pdf/1906.01563.pdf
code: https://github.com/greydanus/hamiltonian-nn
https://eng.uber.com/research/hamiltonian-neural-networks/
paper: https://arxiv.org/pdf/1906.01563.pdf
code: https://github.com/greydanus/hamiltonian-nn
Learning Transferable Graph Exploration
https://arxiv.org/pdf/1910.12980.pdf
Must-read papers and continuous track on Graph Neural Network(GNN) progress
https://github.com/jdlc105/Must-read-papers-and-continuous-tracking-on-Graph-Neural-Network-GNN-progress
https://arxiv.org/pdf/1910.12980.pdf
Must-read papers and continuous track on Graph Neural Network(GNN) progress
https://github.com/jdlc105/Must-read-papers-and-continuous-tracking-on-Graph-Neural-Network-GNN-progress
HoloGAN (A new generative model) learns 3D representation from natural images
Article: https://arxiv.org/pdf/1904.01326.pdf
Code: https://github.com/thunguyenphuoc/HoloGAN
Dataset: https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
Article: https://arxiv.org/pdf/1904.01326.pdf
Code: https://github.com/thunguyenphuoc/HoloGAN
Dataset: https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
GitHub
GitHub - thunguyenphuoc/HoloGAN: HoloGAN
HoloGAN. Contribute to thunguyenphuoc/HoloGAN development by creating an account on GitHub.
SinGAN: Learning a Generative Model from a Single Natural Image
https://github.com/FriedRonaldo/SinGAN
Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image»
https://arxiv.org/abs/1905.01164
https://github.com/FriedRonaldo/SinGAN
Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image»
https://arxiv.org/abs/1905.01164
GitHub
FriedRonaldo/SinGAN
Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image" - FriedRonaldo/SinGAN
The latest news from Google AI
Highlights from the 2019 Google AI Residency Program
https://ai.googleblog.com/2019/11/highlights-from-2019-google-ai.html
Highlights from the 2019 Google AI Residency Program
https://ai.googleblog.com/2019/11/highlights-from-2019-google-ai.html
Google AI Blog
Highlights from the 3rd Cohort of the Google AI Residency Program
Posted by Katie Meckley, Program Manager, Google AI Residency This fall marks the successful conclusion for the third cohort of the Goog...
Fruit Identification using Arduino and TensorFlow
https://blog.tensorflow.org/2019/11/fruit-identification-using-arduino-and-tensorflow.html
https://blog.tensorflow.org/2019/11/fruit-identification-using-arduino-and-tensorflow.html
blog.tensorflow.org
Fruit Identification using Arduino and TensorFlow Lite Micro
Arduino is on a mission to make machine learning easy enough for anyone to use. The other week we announced the availability of TensorFlow Lite Micro in the Arduino Library Manager. With this, some cool ready-made ML examples such as speech recognition, simple…
NVIDIA Shows Its Prowess in First AI Inference Benchmarks
https://blogs.nvidia.com/blog/2019/11/06/ai-inference-mlperf-benchmarks/
https://blogs.nvidia.com/blog/2019/11/06/ai-inference-mlperf-benchmarks/
The Official NVIDIA Blog
NVIDIA Turing, Xavier Lead in MLPerf AI Inference Benchmarks | NVIDIA Blog
MLPerf's new AI inference benchmarks gave top marks to NVIDIA Turing GPUs and Xavier SoCs.
News classification using classic Machine Learning tools (TF-IDF) and modern NLP approach based on transfer learning (ULMFIT) deployed on GCP
https://nlp.imadelhanafi.com/
code: https://github.com/imadelh/NLP-news-classification
post: https://imadelhanafi.com/posts/text_classification_ul..
https://nlp.imadelhanafi.com/
code: https://github.com/imadelh/NLP-news-classification
post: https://imadelhanafi.com/posts/text_classification_ul..
GitHub
GitHub - imadelh/NLP-news-classification: Train and deploy a News Classifier using language model (ULMFit) - Serverless container
Train and deploy a News Classifier using language model (ULMFit) - Serverless container - GitHub - imadelh/NLP-news-classification: Train and deploy a News Classifier using language model (ULMFit) ...
Auptimizer: A faster, easier way to do hyperparameter optimization for machine learning
https://github.com/LGE-ARC-AdvancedAI/auptimizer
https://towardsdatascience.com/auptimizer-a-faster-easier-way-to-do-hyperparameter-optimization-for-machine-learning-88f37c1fcfb7
https://github.com/LGE-ARC-AdvancedAI/auptimizer
https://towardsdatascience.com/auptimizer-a-faster-easier-way-to-do-hyperparameter-optimization-for-machine-learning-88f37c1fcfb7
GitHub
GitHub - LGE-ARC-AdvancedAI/auptimizer: An automatic ML model optimization tool.
An automatic ML model optimization tool. Contribute to LGE-ARC-AdvancedAI/auptimizer development by creating an account on GitHub.
This AI Clones Your Voice After Listening for 5 Seconds 🤐
https://www.youtube.com/watch?v=0sR1rU3gLzQ
📝 The paper "Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis" and audio samples are available here:
https://arxiv.org/abs/1806.04558
https://google.github.io/tacotron/publications/speaker_adaptation
https://www.youtube.com/watch?v=0sR1rU3gLzQ
📝 The paper "Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis" and audio samples are available here:
https://arxiv.org/abs/1806.04558
https://google.github.io/tacotron/publications/speaker_adaptation
YouTube
Google's AI Clones Your Voice After Listening for 5 Seconds! 🤐
❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers
The shown blog post is available here: https://www.wandb.com/articles/fundamentals-of-neural-networks
📝 The paper "Transfer Learning from Speaker Verification…
The shown blog post is available here: https://www.wandb.com/articles/fundamentals-of-neural-networks
📝 The paper "Transfer Learning from Speaker Verification…
New progress in using AI to detect harmful content
https://ai.facebook.com/blog/community-standards-report
https://ai.facebook.com/blog/community-standards-report
Meta
New progress in using AI to detect harmful content
As we issue our fourth Community Standards Report, we are sharing how recent advances in AI have helped us work more efficiently to keep people safe from harmful content across our platforms.
New Solutions for Quantum Gravity with TensorFlow
https://ai.googleblog.com/2019/11/new-solutions-for-quantum-gravity-with.html
https://ai.googleblog.com/2019/11/new-solutions-for-quantum-gravity-with.html
Googleblog
New Solutions for Quantum Gravity with TensorFlow
This AI Learned To Animate Humanoids 🚶
https://www.youtube.com/watch?v=cTqVhcrilrE
code: https://github.com/sebastianstarke/AI4Animation
Check out Lambda here and sign up for their GPU Cloud : https://lambdalabs.com/papers
https://www.youtube.com/watch?v=cTqVhcrilrE
code: https://github.com/sebastianstarke/AI4Animation
Check out Lambda here and sign up for their GPU Cloud : https://lambdalabs.com/papers
YouTube
This AI Learned To Animate Humanoids!🚶
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers
📝 The paper "Neural State Machine for Character-Scene Interactions" is available here:
https://github.com/sebastianstarke/AI4Animation
🙏 We would like to thank our generous…
📝 The paper "Neural State Machine for Character-Scene Interactions" is available here:
https://github.com/sebastianstarke/AI4Animation
🙏 We would like to thank our generous…
NVIDIA Shows Its Prowess in First AI Inference Benchmarks
Turing GPUs, Xavier SoC stand tall in MLPerf benchmarks.
https://blogs.nvidia.com/blog/2019/11/06/ai-inference-mlperf-benchmarks/
Turing GPUs, Xavier SoC stand tall in MLPerf benchmarks.
https://blogs.nvidia.com/blog/2019/11/06/ai-inference-mlperf-benchmarks/
The Official NVIDIA Blog
NVIDIA Turing, Xavier Lead in MLPerf AI Inference Benchmarks | NVIDIA Blog
MLPerf's new AI inference benchmarks gave top marks to NVIDIA Turing GPUs and Xavier SoCs.
BodyPix: Real-time Person Segmentation in the Browser with TensorFlow.js
https://blog.tensorflow.org/2019/11/updated-bodypix-2.html
https://blog.tensorflow.org/2019/11/updated-bodypix-2.html
blog.tensorflow.org
[Updated] BodyPix: Real-time Person Segmentation in the Browser with TensorFlow.js
The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.
MarioNETte: Few-shot Face Reenactment
Preserving Identity of Unseen Targets
https://hyperconnect.github.io/MarioNETte/
Preserving Identity of Unseen Targets
https://hyperconnect.github.io/MarioNETte/
Selective Brain Damage: Measuring the Disparate Impact of Model Compression
https://weightpruningdamage.github.io/
https://weightpruningdamage.github.io/
Deep Neural Network Pruning
Selective Brain Damage
What do pruned deep neural networks forget?
Finding label errors in datasets and learning with noisy labels.
https://github.com/cgnorthcutt/cleanlab/
https://github.com/cgnorthcutt/cleanlab/
GitHub
GitHub - cgnorthcutt/cleanlab: Official cleanlab repo is at https://github.com/cleanlab/cleanlab
Official cleanlab repo is at https://github.com/cleanlab/cleanlab - cgnorthcutt/cleanlab