Michelle Guo

Orcid: 0000-0002-6574-6669

According to our database1, Michelle Guo authored at least 22 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Learning to Design 3D Printable Adaptations on Everyday Objects for Robot Manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Differentiable Physics Simulation of Dynamics-Augmented Neural Objects.
IEEE Robotics Autom. Lett., May, 2023

Learning Object-Centric Neural Scattering Functions for Free-viewpoint Relighting and Scene Composition.
Trans. Mach. Learn. Res., 2023

Benchmarking Rigid Body Contact Models.
Proceedings of the Learning for Dynamics and Control Conference, 2023

Learning to Design and Use Tools for Robotic Manipulation.
Proceedings of the Conference on Robot Learning, 2023

2022
Learning Diverse and Physically Feasible Dexterous Grasps with Generative Model and Bilevel Optimization.
Proceedings of the Conference on Robot Learning, 2022

2021

DASH: Modularized Human Manipulation Simulation with Vision and Language for Embodied AI.
Proceedings of the SCA '21: The ACM SIGGRAPH / Eurographics Symposium on Computer Animation, 2021

2020
Automatic detection of hand hygiene using computer vision technology.
J. Am. Medical Informatics Assoc., 2020

Object-Centric Neural Scene Rendering.
CoRR, 2020

Representing Crochet with Stitch Meshes.
Proceedings of the SIGGRAPH 2020: Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2020

2019
A computer vision system for deep learning-based detection of patient mobilization activities in the ICU.
npj Digit. Medicine, 2019

End-to-End Spoken Language Translation.
CoRR, 2019

Audio-linguistic Embeddings for Spoken Sentences.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images.
CoRR, 2018

Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions.
CoRR, 2018

3D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities.
Proceedings of the Machine Learning for Healthcare Conference, 2018

Conditional End-to-End Audio Transforms.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Dynamic Task Prioritization for Multitask Learning.
Proceedings of the Computer Vision - ECCV 2018, 2018

Neural Graph Matching Networks for Fewshot 3D Action Recognition.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance.
Proceedings of the Machine Learning for Health Care Conference, 2017

Knowledge distillation for small-footprint highway networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017


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