Xiaohan Chen's starred repositories
IterativeDisplay
The IterativeDisplay class for MATLAB is designed to assist in displaying iterative process updates in a structured and customizable manner.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
TruthfulQA
TruthfulQA: Measuring How Models Imitate Human Falsehoods
lost-in-the-middle
Code and data for "Lost in the Middle: How Language Models Use Long Contexts"
latex-bibitemstyler
Automatically exported from code.google.com/p/latex-bibitemstyler
Graph-Mamba
Graph-Mamba: Towards Long-Range Graph Sequence Modelling with Selective State Spaces
learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
arxiv-style
A Latex style and template for paper preprints (based on NIPS style)
Benign-Overfitting
良性过拟合现象是深度学习方法揭示的关键奥秘之一:深度神经网络即使完全拟合噪声训练数据,似乎也能很好地预测。
LISTA-CPSS
[NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*, Jialin Liu*, Zhangyang Wang and Wotao Yin.
L2O-Minimax
[ICLR 2021] "Learning a Minimax Optimizer: A Pilot Study" by Jiayi Shen*, Xiaohan Chen*, Howard Heaton*, Tianlong Chen, Jialin Liu, Wotao Yin, Zhangyang Wang
HyperLISTA
[NeurIPS 2021] "Hyperparameter Tuning is All You Need for LISTA" by Xiaohan Chen, Jialin Liu, Zhangyang Wang and Wotao Yin
ml4co-competition
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition