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Machinelearning

AAVAE: Augmentation-Augmented Variational Autoencoders

Github: https://github.com/gridai-labs/aavae

Paper: https://arxiv.org/abs/2107.12329v1

Dataset: https://paperswithcode.com/dataset/cifar-10

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6.38K viewsedited 08:35

Machinelearning

📂 RLQP: Accelerating Quadratic Optimization with RL

Github: https://github.com/berkeleyautomation/rlqp

Paper: https://arxiv.org/abs/2107.10833v1

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6.34K views10:25

Machinelearning

🖊 Introducing Triton: Open-Source GPU Programming for Neural Networks

https://openai.com/blog/triton/

Github: https://github.com/openai/triton

Documents: https://triton-lang.org/

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8.52K viewsedited 06:06

Machinelearning

👁 Contextual Transformer Networks for Visual Recognition.

Github: https://github.com/JDAI-CV/CoTNet

Paper: https://arxiv.org/abs/2107.12292v1

Chalange: https://eval.ai/web/challenges/challenge-page/1041/leaderboard/2695

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7.31K viewsedited 08:00

Machinelearning

🌠 Deepmind's Generally capable agents emerge from open-ended play

Blog : https://deepmind.com/blog/article/generally-capable-agents-emerge-from-open-ended-play

Paper: https://deepmind.com/research/publications/open-ended-learning-leads-to-generally-capable-agents

DeepMind Research: https://github.com/deepmind/deepmind-research

Video: https://www.youtube.com/watch?v=lTmL7jwFfdw&ab_channel=DeepMind

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8.33K views06:27

Machinelearning

🤖 Droidlet: modular, heterogenous, multi-modal agents

Github: https://github.com/facebookresearch/droidlet

Paper: https://arxiv.org/abs/2101.10384

Article: https://news.1rj.ru/str/machinelearning_ru/279

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6.81K viewsedited 06:30

Machinelearning

🗣 Pretrained Language Model

AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models

Github: https://github.com/huawei-noah/Pretrained-Language-Model

Paper: https://arxiv.org/abs/2107.13686v1

AutoTinyBERT: https://github.com/huawei-noah/Pretrained-Language-Model/tree/master/AutoTinyBERT

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25.6K views07:56

Machinelearning

📡 StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators

Github: https://github.com/rinongal/StyleGAN-nada

Paper: https://arxiv.org/abs/2108.00946v1

Project: https://stylegan-nada.github.io/

Dataset: https://paperswithcode.com/dataset/lsun

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7.42K viewsedited 07:39

Machinelearning

🥑 DALL·E Mini

Generate images from a text prompt

Demo: https://huggingface.co/spaces/flax-community/dalle-mini

Github: https://github.com/borisdayma/dalle-mini

Paper: https://wandb.ai/dalle-mini/dalle-mini/reports/DALL-E-mini--Vmlldzo4NjIxODA

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huggingface.co

DALL·E mini by craiyon.com on Hugging Face

Enter a text prompt, and the app will generate images based on your denoscription. You can download the generated images as well.

7.76K viewsedited 07:30

Machinelearning

📥 Toward Spatially Unbiased Generative Models

Github: https://github.com/jychoi118/toward_spatial_unbiased

Paper: https://arxiv.org/abs/2108.01285v1

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GitHub

GitHub - jychoi118/toward_spatial_unbiased: Toward Spatially Unbiased Generative Models (ICCV 2021)

Toward Spatially Unbiased Generative Models (ICCV 2021) - jychoi118/toward_spatial_unbiased

6.11K viewsedited 07:02

Machinelearning

▶️ Deepminds's Perceiver: General Perception with Iterative Attention

General architecture that works on many kinds of data

https://deepmind.com/blog/article/building-architectures-that-can-handle-the-worlds-data

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

Colab: https://colab.research.google.com/github/deepmind/deepmind_research/blob/master/perceiver/colabs/masked_language_modelling.ipynb

Paper: https://arxiv.org/abs/2103.03206

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6.83K views08:50

Machinelearning

How to automate Hadoop administration without excruciating pain

https://habr.com/ru/company/ru_mts/blog/569762/

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6.34K views06:30

Machinelearning

📸 Physics-based Noise Modeling for Extreme Low-light Photography

Github: https://github.com/Vandermode/ELD

Paper: https://arxiv.org/abs/2108.02158v1

Dataset: https://drive.google.com/drive/folders/1CT2Ny9W9ArdSQaHNxC5hGwav9lZHoqJa?usp=sharing

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👍1

6.51K viewsedited 07:49

Machinelearning

👁 Improving Contrastive Learning by Visualizing Feature Transformation

Github: https://github.com/DTennant/CL-Visualizing-Feature-Transformation

Paper: https://arxiv.org/abs/2108.02982

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6.7K viewsedited 06:30

Machinelearning

📹 Internal Video Inpainting by Implicit Long-range Propagation

Github: https://github.com/Tengfei-Wang/Implicit-Internal-Video-Inpainting

Paper: https://arxiv.org/abs/2108.01912v1

4k Data: https://github.com/Tengfei-Wang/Annotated-4K-Videos

Dataset: https://paperswithcode.com/dataset/videoremoval4k

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7.17K views07:31

Machinelearning

🔍 Contrastive Sensor Fusion

Github: https://github.com/descarteslabs/contrastive_sensor_fusion

Paper: https://arxiv.org/abs/2108.05094v1

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6.33K viewsedited 06:20

Machinelearning

🎨 Paint Transformer: Feed Forward Neural Painting with Stroke Prediction

Github: https://github.com/huage001/painttransformer

Paper: https://arxiv.org/abs/2108.03798

Paddle Implementation: https://github.com/PaddlePaddle/PaddleGAN

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7.57K viewsedited 07:55

Machinelearning

🧹 Overview of data cleaning methods

https://habr.com/ru/company/ru_mts/blog/571606/

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6.62K views06:03

Machinelearning

⚪ SP-GAN: Sphere-Guided 3D Shape Generation and Manipulation (SIGGRAPH 2021)

Github: https://github.com/liruihui/sp-gan

Paper: https://arxiv.org/abs/2108.04476v1

Project: https://liruihui.github.io/publication/SP-GAN/

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7.01K views07:00

Machinelearning

ESPnet: end-to-end speech processing toolkit

Github: https://github.com/espnet/espnet

Paper: https://arxiv.org/abs/2107.09011v2

Notebook: https://github.com/espnet/notebook

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GitHub

GitHub - espnet/espnet: End-to-End Speech Processing Toolkit

End-to-End Speech Processing Toolkit. Contribute to espnet/espnet development by creating an account on GitHub.

6.66K viewsedited 06:27

Machinelearning

Multiscale Vision Transformers: A hierarchical architecture for representing image and video information

Facebook blog: https://ai.facebook.com/blog/multiscale-vision-transformers-an-architecture-for-modeling-visual-data/

Code: https://github.com/facebookresearch/SlowFast

Pytorch video: https://github.com/facebookresearch/pytorchvideo

Paper: https://arxiv.org/abs/2104.11227

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7.78K views08:25

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