Machine Learning World
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Machine Learning World
12.3K subscribers
Machine Learning World
For those who still not clear in how backpropagation works, and how we can build Autograd(like in PyTorch), I've built a simple tutorial https://learnml.today/making-backpropagation-autograd-mnist-classifier-from-scratch-in-Python-5
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6.48K viewsStatsBot, 
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Machine Learning World
https://github.com/alex04072000/ObstructionRemoval
GitHub
GitHub - alex04072000/ObstructionRemoval: [CVPR 2020] Learning to See Through Obstructions
[CVPR 2020] Learning to See Through Obstructions. Contribute to alex04072000/ObstructionRemoval development by creating an account on GitHub.
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Machine Learning World
https://github.com/google/automl/tree/master/efficientdet
GitHub
automl/efficientdet at master · google/automl
Google Brain AutoML. Contribute to google/automl development by creating an account on GitHub.
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Machine Learning World
https://jalammar.github.io/illustrated-gpt2/
jalammar.github.io
The Illustrated GPT-2 (Visualizing Transformer Language Models)
Discussions:
Hacker News (64 points, 3 comments), Reddit r/MachineLearning (219 points, 18 comments)


Translations: Simplified Chinese, French, Korean, Russian, Turkish






This year, we saw a dazzling application of machine learning. The OpenAI GPT…
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Machine Learning World
https://github.com/pytorch/fairseq/tree/master/examples/quant_noise
GitHub
fairseq/examples/quant_noise at main · facebookresearch/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python. - facebookresearch/fairseq
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Machine Learning World
Alright, papers, papers, papers!
Come on in Papers lovers!
Here at the ICLR2020 we’re slashing papers in half!
Give us an offer on our vast selection of papers, this is a papers blow out!
Alright, we got white papers, black papers, spanish papers, yellow papers. We got hot papers, cold papers. We got wet papers. We got smelly papers. We got hairy papers, bloody papers. We got snapping papers. We got silk papers, velvet papers, naugahyde papers. We even got horse papers, dog papers, chicken papers.
C'mon, you want papers, come on in ICLR2020!
If we don’t got it, you don't want it!
Come on in ICLR2020!

https://paperswithcode.com/conference/iclr-2020-1/official
Paperswithcode
Papers with Code - ICLR 2020 1
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Machine Learning World
http://openai.com/blog/jukebox
Openai
Jukebox
We’re introducing Jukebox, a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles. We’re releasing the model weights and code, along with a tool to explore the generated samples.
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Machine Learning World
Yolo V4 released
https://arxiv.org/abs/2004.10934
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Machine Learning World
https://huggingface.co/models?search=Helsinki-NLP%2Fopus-mt
huggingface.co
Models - Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Machine Learning World
Text to speach framework
https://github.com/NVIDIA/flowtron
GitHub
GitHub - NVIDIA/flowtron: Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control…
Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer - NVIDIA/flowtron
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Machine Learning World
What network will u use for credit card segmentation? Describe why briefly.
Answer in comments bellow
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Open Comments
Machine Learning World
Segmentation losses
https://github.com/JunMa11/SegLoss
GitHub
GitHub - JunMa11/SegLossOdyssey: A collection of loss functions for medical image segmentation
A collection of loss functions for medical image segmentation - JunMa11/SegLossOdyssey
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Machine Learning World
Object detection with transformers
https://github.com/facebookresearch/detr
GitHub
GitHub - facebookresearch/detr: End-to-End Object Detection with Transformers
End-to-End Object Detection with Transformers. Contribute to facebookresearch/detr development by creating an account on GitHub.
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Machine Learning World
https://arxiv.org/pdf/1902.06292v4.pdf
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Machine Learning World
YOLO5 is here! https://blog.roboflow.ai/yolov5-is-here/
Roboflow Blog
YOLOv5 is Here: State-of-the-Art Object Detection at 140 FPS
Less than 50 days after the release YOLOv4, YOLOv5 improves accessibility for realtime object detection.

June 29, YOLOv5 has released the first official version of the repository. We wrote a new deep dive on YOLOv5.

June 12, 8:08 AM CDT Update: In response…
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Machine Learning World
Отличная вакансия для тех кто хочет заниматься ресерчем в сфере 3D ML
https://www.notion.so/3D-ML-Research-Engineer-NeoRender-606dffa845c845c58e612059f8d8992a
Тетянка's Notion on Notion
3D ML Research Engineer @ NeoRender
Треба:
Досвід програмування на Python
Досвід роботи з фреймворками глибокого навчання (бажано PyTorch)
Вміння та бажання активно цікавитися останніми подіями у галузі та актуальними дослідженнями
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Machine Learning World
Open AI build PacMan game just by looking at game video.
Maybe soon AI will do programming instead of us.
https://www.youtube.com/watch?v=3UZzu4UQLcI
YouTube
NVIDIA’s GameGAN AI Recreated PacMan! 👻
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers

The mentioned blog post is available here:
https://www.wandb.com/articles/visualizing-molecular-structure-with-weights-biases

📝 The paper "Learning to Simulate…
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Machine Learning World
https://www.youtube.com/watch?v=GAZP1NcdWMo
YouTube
Visualizing 150 Terabytes of Data
A team of #NASA scientists and engineers are using Summit, the world's fastest #supercomputer at Oak Ridge National Laboratory (ORNL), to simulate retropropulsion using NASA’s FUN3D, a computational fluid dynamics #simulation library. The amount of data produced…
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Machine Learning World
Papers from CVPR 2020
http://openaccess.thecvf.com/CVPR2020.py
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Machine Learning World
Getting sound from light
https://www.youtube.com/watch?v=t32QvpfOHqw
YouTube
Lamphone: Real-Time Passive Sound Recovery from Light Bulb Vibrations
By Ben Nassi. Read more about this research on www.nassiben.com/lamphone
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Machine Learning World
https://huggingface.co/youscan/ukr-roberta-base
huggingface.co
youscan/ukr-roberta-base · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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