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69 public repositories
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Natural Language Processing Best Practices & Examples
Updated
Sep 7, 2021
Python
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
SOTA Re-identification Methods and Toolbox
Updated
Jan 24, 2022
Python
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
Shape and dimension inference (Keras-like) for PyTorch layers and neural networks
Updated
May 25, 2021
Python
Paper bank for Self-Supervised Learning
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
Updated
Dec 4, 2021
Python
Comparison of famous convolutional neural network models
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
Updated
May 4, 2021
Python
Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".
Updated
Dec 6, 2020
Python
State-of-the-art methods on monocular 3D pose estimation / 3D mesh recovery
Updated
Oct 4, 2021
Python
A Non-Autoregressive Transformer based Text-to-Speech, supporting a family of SOTA transformers with supervised and unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate TTS
Updated
Mar 6, 2022
Python
🔥 3D点云目标检测&语义分割-SOTA方法,代码,论文,数据集等
Updated
Mar 6, 2022
Jupyter Notebook
CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images
Updated
May 13, 2021
Python
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
Updated
Jun 12, 2019
Python
A curated list of the top 10 computer vision papers in 2021 with video demos, articles, code and paper reference.
Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"
Updated
Aug 23, 2021
Python
A state of art detector for densely packed scenes dataset SKU-110K
Updated
Jun 28, 2021
Python
A collection of SOTA Image Classification Models in PyTorch
Updated
Apr 25, 2022
Python
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches
Updated
Feb 12, 2022
Jupyter Notebook
Absolutely amazing SOTA Google Colab (Jupyter) Notebooks for creating/training SOTA Music AI models and for generating music with Transformer technology (Google XLNet/Transformer-XL)
Updated
Mar 8, 2021
Jupyter Notebook
PVT: Point-Voxel Transformer for 3D Deep Learning
Updated
May 3, 2022
Python
Updated
Jan 12, 2022
Python
Res2Net for Panoptic Segmentation based on detectron2 (SOTA results).
Updated
Jun 8, 2020
Python
Keras Implementation of MIRNet - SoTA in Image Denoising, Super Resolution and Image Enhancement - CVPR 2020
Updated
Jan 20, 2021
Python
State-of-the-art results for deep learning tasks in various fields.
Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)
Updated
Jan 7, 2022
Python
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Thanks for your great work!
Could you please share the influence of the batch size and the number of GPUs?
Also how to choose a suitable learning rate and batch size if the available GPUs is not enough.
Thank you!