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Chenghui Zhou
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Towards a robust interactive and learning social robot
M de Jong, K Zhang, AM Roth, T Rhodes, R Schmucker, C Zhou, ...
Proceedings of the 17th International Conference on Autonomous Agents and …, 2018
482018
Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias
F Koehler*, V Mehta*, C Zhou*, A Risteski
International Conference on Learning Representations, 2022, 2021
112021
Learning time series models for pedestrian motion prediction
C Zhou, B Balle, J Pineau
2016 IEEE International Conference on Robotics and Automation (ICRA), 3323-3330, 2016
72016
Unsupervised Program Synthesis for Images By Sampling Without Replacement
C Zhou, CL Li, B Poczos
Conference on Uncertainty in Artificial Intelligence, 2021, 2021
4*2021
Multimodal Movement Activity Recognition Using a Robot’s Proprioceptive Sensors
R Schmucker, C Zhou, M Veloso
Robot World Cup, 299-310, 2018
22018
Objective-Agnostic Enhancement of Molecule Properites via Multi-Stage VAE
C Zhou, B Poczos
https://arxiv.org/abs/2308.13066, 2023
12023
Improving Molecule Properties Through 2-Stage VAE
C Zhou, B Poczos
Machine Learning for Structural Biology Workshop, NeurIPS 2022, 2022
12022
Chemistry-Inspired Diffusion with Non-Differentiable Guidance
Y Shen, C Zhang, S Fu, C Zhou, N Washburn, B Póczos
arXiv preprint arXiv:2410.06502, 2024
2024
Generative Models for Structured Discrete Data with Application to Drug Discovery
C Zhou
Carnegie Mellon University, 2024
2024
Non-Differentiable Diffusion Guidance for Improved Molecular Geometry
Y Shen, C Zhang, C Zhou, S Fu, N Washburn, B Poczos
ICML 2024 AI for Science Workshop, 0
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Articles 1–10