Concepedia

Shaokai Ye

SY

16

Publications

1.4K

Citations

14

H-Index

2018

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Northeastern University

Harvard University

University of Southern California

Syracuse University

Shaokai Ye is an author at École Polytechnique Fédérale de Lausanne specializing in machine learning, engineering, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningComputer ScienceComputer EngineeringData ScienceComputer VisionImage AnalysisPattern RecognitionMachine Vision

Publications per year

2018–2024

16

Publications

16

Multi-animal pose estimation, identification and tracking with DeepLabCut

Jessy Lauer, Mu Zhou, Shaokai Ye et al. · Nature Methods · 2022 · 554 citations · Full text

Ao Ren, Tianyun Zhang, Shaokai Ye et al. · 2019 · 164 citations · Full text

Engineering, Machine Learning, Hardware Acceleration +11

Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics

Caleb Weinreb, Jonah E Pearl, Sherry Lin et al. · Nature Methods · 2024 · 158 citations · Full text

Non-Structured DNN Weight Pruning—Is It Beneficial in Any Platform?

Xiaolong Ma, Sheng Lin, Shaokai Ye et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 92 citations · Full text

Any Platform, Weight Quantization, Engineering +12

Multi-animal pose estimation and tracking with DeepLabCut

Jessy Lauer, Mu Zhou, Shaokai Ye et al. · 2021 · 78 citations · Full text

Artificial Intelligence, Robust Multi-animal Scenarios, Machine Learning +16

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