Stuff I use
Useful tools that will come in handy when you are working on ML-related projects.
- gpustat: A simple but better replacement for “nvidia-smi”
- nvtop: Print GPU information in a htop-familiar way
- colorbrewer: Select appropriate colors schemes for papers
- figma: Jot down ideas w.r.t figures
- makefile: Automate the code pipeline with a single make target
- hydra: Elegant framework for all hyperparameters’ configurations
- wandb: A dashboard to visualize and compare your training process
- affinity designer: Adjust figures’ aesthetics
All Projects
ShengYun Peng , Seongmin Lee, Xiaojing Wang, Raji Balasubramaniyan, Duen Horng Chau
preprint
2024
ShengYun Peng , Seongmin Lee, Xiaojing Wang, Raji Balasubramaniyan, Duen Horng Chau
Association for the Advancement of Artificial Intelligence (AAAI) SDU Workshop
2024
ShengYun Peng , Seongmin Lee, Xiaojing Wang, Raji Balasubramaniyan, Duen Horng Chau
Neural Information Processing Systems (NeurIPS) TRL Workshop
2023
Mansi Phute, Alec Helbling, Matthew Hull, ShengYun Peng , Sebastian Szyller, Cory Cornelius, Duen Horng Chau
ICLR Tiny Papers Track
2024
ShengYun Peng , Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Duen Horng Chau, Jason Martin
British Machine Vision Conference (BMVC)
2023
Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, ShengYun Peng , Austin Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng Chau
IEEE Visualization Conference (VIS)
2023
ShengYun Peng , Weilin Xu, Cory Cornelius, Kevin Li, Rahul Duggal, Duen Horng Chau, Jason Martin
arXiv
2023
Nilaksh Das, ShengYun Peng , Duen Horng Chau
European Conference on Computer Vision (ECCV) AROW Workshop
2022
Interactive visualization tool for adversarial object detectors
CVPR Demo
2022
ShengYun Peng , LingFeng Yan, Bin He, Ying Zhou
Smart Structures and Systems
2021
Xingchen Zhang, Ping Ye, ShengYun Peng , Jun Liu, Gang Xiao
Signal Processing, Image Communication
2020
Jun Liu, Gang Xiao, Xingchen Zhang, Ping Ye, Xingzhong Xiong, ShengYun Peng
Signal, Image and Video Processing
2019
Xingchen Zhang, Ping Ye, Dan Qiao, Junhao Zhao, ≈, Gang Xiao
22th International Conference on Information Fusion (FUSION)
2019
Xingchen Zhang, Ping Ye, ShengYun Peng , Jun Liu , Ke Gong , Gang Xiao
IEEE Access
2019