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Machinelearning

WeNet open source, production first and production ready end-to-end (E2E) speech recognition toolkit

Github: https://github.com/mobvoi/wenet

Paper: https://arxiv.org/abs/2102.01547v1

Tutorial: https://github.com/mobvoi/wenet/blob/main/docs/tutorial.md

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9.03K views06:50

Machinelearning

Knover allows researchers and developers efficient training/inference of large-scale dialogue generation models.

Github: https://github.com/PaddlePaddle/Knover

Paper: https://arxiv.org/abs/2102.02096v1

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👍1

9.48K views06:32

Machinelearning

Only a Matter of Style: Age Transformation Using a Style-Based Regression Model

Github: https://github.com/yuval-alaluf/SAM

Paper: https://arxiv.org/abs/2102.02754v1

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9.19K views06:26

Machinelearning

MeInGame: Create a Game Character Face from a Single Portrait

Github : https://github.com/FuxiCV/MeInGame

Paper: https://arxiv.org/abs/2102.02371v1

Demo: https://www.youtube.com/watch?v=597cvKOegfE&feature=youtu.be&ab_channel=EdwardLin

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❤1

10.2K views08:36

Machinelearning

🎨 Colorization Transformer by Google

💻 Github: https://github.com/google-research/google-research/tree/master/coltran

📝 Paper: https://arxiv.org/abs/2102.04432v1

🌐 Pre-trained model: https://console.cloud.google.com/storage/browser/gresearch/coltran;tab=objects?pli=1&prefix=&forceOnObjectsSortingFiltering=false

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11.2K views06:43

Machinelearning

🔊 Deep Perceptual Audio Metric (DPAM)

Github : https://github.com/pranaymanocha/PerceptualAudio

Paper: https://arxiv.org/abs/2102.05109v1

Website: https://pixl.cs.princeton.edu/pubs/Manocha_2021_CCL/index.php

Video: https://www.youtube.com/watch?v=yOceeut_4Gg&ab_channel=PranayManocha

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8.79K views07:45

Machinelearning

🚀 High-Performance Large-Scale Image Recognition Without Normalization

Github: https://github.com/deepmind/deepmind-research/tree/master/nfnets

Paper: https://arxiv.org/abs/2102.06171v1

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GitHub

deepmind-research/nfnets at master · google-deepmind/deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications - google-deepmind/deepmind-research

8.91K views06:03

Machinelearning

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🧪 Alchemy: A structured task distribution for meta-reinforcement learning

Deepmind: https://deepmind.com/research/publications/alchemy

Github: https://github.com/deepmind/dm_alchemy

Paper: https://arxiv.org/abs/2102.02926

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8.25K views05:35

Machinelearning

👁 18 All-Time Classic Open Source Computer Vision Projects for Beginners

https://www.analyticsvidhya.com/blog/2020/09/18-open-source-computer-vision-projects-beginners/

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👍1

8.55K views07:08

Machinelearning

💪 These Neural Networks Have Superpowers!

Github: https://github.com/CompVis/taming-transformers

Taming Transformers for High-Resolution Image Synthesis: https://compvis.github.io/taming-transformers/

Paper: https://arxiv.org/abs/2012.09841

Video: https://www.youtube.com/watch?v=o7dqGcLDf0A&ab_channel=TwoMinutePapers

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9.52K views06:12

Machinelearning

📍TransGAN: Two Transformers Can Make One Strong GAN

Github: https://github.com/VITA-Group/TransGAN

Paper: https://arxiv.org/abs/2102.07074

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👍1

8.9K viewsedited 05:31

Machinelearning

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🕹 Mastering Atari with Discrete World Models

Github: https://github.com/danijar/dreamerv2

Google research: https://ai.googleblog.com/2021/02/mastering-atari-with-discrete-world.html

Paper: https://arxiv.org/abs/2010.02193

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9.73K views07:18

Machinelearning

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Unbiased Teacher for Semi-Supervised Object Detection

Github: https://github.com/facebookresearch/unbiased-teacher

Paper: https://arxiv.org/abs/2102.09480

Project: https://ycliu93.github.io/projects/unbiasedteacher.html

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8.47K views06:42

Machinelearning

🔥 Model Search by Google

Automatically build and deploy state-of-the-art machine learning models on structured data.

Github: https://github.com/google/model_search

Paper: https://pdfs.semanticscholar.org/1bca/d4cdfbc01fbb60a815660d034e561843d67a.pdf

Project: https://cloud.google.com/automl-tables

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8.85K views06:44

Machinelearning

🚀 DALL-E Zero-Shot Text-to-Image Generation

Github: https://github.com/openai/DALL-E

Paper: https://arxiv.org/abs/2102.12092

OpenAi: https://openai.com/blog/dall-e/

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GitHub

GitHub - openai/DALL-E: PyTorch package for the discrete VAE used for DALL·E.

PyTorch package for the discrete VAE used for DALL·E. - openai/DALL-E

8.12K viewsedited 06:05

Machinelearning

When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute

Github: https://github.com/asappresearch/sru

Paper: https://arxiv.org/abs/2102.12459v1

Project: https://www.asapp.com/blog/reducing-the-high-cost-of-training-nlp-models-with-sru/

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GitHub

GitHub - asappresearch/sru: Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755) - asappresearch/sru

8.5K views06:05

Machinelearning

XLA: Optimizing Compiler for Machine Learning

Tensorflow: https://www.tensorflow.org/xla

XLA Architecture: https://www.tensorflow.org/xla/architecture

Github: https://github.com/tensorflow/tensorflow/tree/master/tensorflow/compiler/xla

Code: https://www.tensorflow.org/xla/tutorials/jit_compile

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7.99K viewsedited 07:01

Machinelearning

⭐ CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations

Github: https://github.com/Davidzhangyuanhan/CelebA-Spoof

Paper: https://arxiv.org/abs/2102.12642v2

Dataset: https://drive.google.com/drive/folders/1OW_1bawO79pRqdVEVmBzp8HSxdSwln_Z

Video: https://www.youtube.com/watch?v=A7XjSg5srvI&t=4s&ab_channel=YuanhanZhang

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🔥1

8.32K views05:19

Machinelearning

CogDL: An Extensive Research Toolkit for Deep Learning on Graphs

http://keg.cs.tsinghua.edu.cn/cogdl/

Github: https://github.com/THUDM/cogdl

Paper: https://arxiv.org/abs/2103.00959

Dateset: https://github.com/THUDM/cogdl/blob/master/cogdl/datasets/README.md

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7.44K views07:01

Machinelearning

🤖 A Text-to-Speech Transformer in TensorFlow 2

Github: https://github.com/as-ideas/TransformerTTS

Paper: https://arxiv.org/abs/2103.00993v1

Samples: https://as-ideas.github.io/TransformerTTS/

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7.38K views08:59

Machinelearning

🧠 Multimodal Neurons in Artificial Neural Networks

https://openai.com/blog/multimodal-neurons/

Github: https://github.com/openai/CLIP-featurevis

Paper: https://distill.pub/2021/multimodal-neurons/

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Openai

Multimodal neurons in artificial neural networks

We’ve discovered neurons in CLIP that respond to the same concept whether presented literally, symbolically, or conceptually. This may explain CLIP’s accuracy in classifying surprising visual renditions of concepts, and is also an important step toward understanding…

7.52K viewsedited 06:40

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