training-tricks

Here are 5 public repositories matching this topic...

VITA-Group / Deep_GCN_Benchmarking

[TPAMI 2022] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang

benchmark dropout normalization skip-connections graph-neural-networks training-tricks deep-graph-library deep-graph-networks ogb

Updated Dec 29, 2021
Python

3DiVi / open-source-face-sdk

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Open source 2D/3D face and body analysis library with toolkit for ML model retraining and generalization improvement.

computer-vision face-recognition face-detection age-estimation gender-detection training-tricks emotions-detection face-mesh model-improvement

Updated Nov 20, 2023
Jupyter Notebook

VITA-Group / L2O-Training-Techniques

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[NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang

imitation-learning meta-learning curriculum-learning learning-to-learn training-tricks self-improving learning-to-optimize