lllllialois

lllllialois

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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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Convolutional-Pose-Machine-tf

Convolutional Pose Machine tensorflow implementation

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CorrNet3D

CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds

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COTR

Code release for "COTR: Correspondence Transformer for Matching Across Images"(ICCV 2021)

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ECON

ECON: Explicit Clothed humans Obtained from Normals (arXiv 2022)

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ICON

ICON: Implicit Clothed humans Obtained from Normals (CVPR 2022)

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lepard

[CVPR 2022, Oral] Learning Partial point cloud matching in Rigid and Deformable scenes

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lllllialois

Config files for my GitHub profile.

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ml-neuman

Official repository of NeuMan: Neural Human Radiance Field from a Single Video (ECCV 2022)

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PyMAF

[ICCV 2021, Oral] PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop

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ROMP

Monocular, One-stage, Regression of Multiple 3D People, ROMP[ICCV21], BEV[CVPR22]

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smplify-x

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

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smplx

SMPL-X

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