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Weiming (William) Zhi
Weiming (William) Zhi
andrew.cmu.eduÀÇ À̸ÞÀÏ È®ÀÎµÊ - ȨÆäÀÌÁö
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Using transfer learning with convolutional neural networks to diagnose breast cancer from histopathological images
W Zhi, HWF Yeung, Z Chen, SM Zandavi, Z Lu, YY Chung
International Conference on Neural Information Processing, 669-676, 2017
642017
Using convolutional neural networks and transfer learning for bone age classification
J Zhou, Z Li, W Zhi, B Liang, D Moses, L Dawes
2017 International Conference on Digital Image Computing: Techniques and ¡¦, 2017
482017
Spatiotemporal learning of directional uncertainty in urban environments with kernel recurrent mixture density networks
W Zhi, R Senanayake, L Ott, F Ramos
IEEE Robotics and Automation Letters 4 (4), 4306-4313, 2019
262019
Continuous Occupancy Map Fusion with Fast Bayesian Hilbert Maps
W Zhi, L Ott, R Senanayake, F Ramos
IEEE International Conference on Robotics and Automation (ICRA), 2019
232019
Parallelised diffeomorphic sampling-based motion planning
T Lai, W Zhi, T Hermans, F Ramos
Conference on Robot Learning, 81-90, 2022
152022
Learning efficient and robust ordinary differential equations via invertible neural networks
W Zhi, T Lai, L Ott, EV Bonilla, F Ramos
International Conference on Machine Learning, 27060-27074, 2022
12*2022
Trajectory Generation in New Environments from Past Experiences
W Zhi, T Lai, L Ott, F Ramos
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems ¡¦, 2021
10*2021
Kernel trajectory maps for multi-modal probabilistic motion prediction
W Zhi, L Ott, F Ramos
Conference on Robot Learning, 1405-1414, 2020
102020
Diffeomorphic Transforms for Generalised Imitation Learning.
W Zhi, T Lai, L Ott, F Ramos
L4DC, 508-519, 2022
82022
Anticipatory navigation in crowds by probabilistic prediction of pedestrian future movements
W Zhi, T Lai, L Ott, F Ramos
2021 IEEE International Conference on Robotics and Automation (ICRA), 8459-8464, 2021
62021
Occ-traj120: Occupancy maps with associated trajectories
T Lai, W Zhi, F Ramos
arXiv preprint arXiv:1909.02333, 2019
62019
Using hidden markov model to predict human actions with swarm intelligence
Z Lu, YY Chung, HWF Yeung, SM Zandavi, W Zhi, WC Yeh
Neural Information Processing: 24th International Conference, ICONIP 2017 ¡¦, 2017
52017
Global and reactive motion generation with geometric fabric command sequences
W Zhi, I Akinola, K Van Wyk, ND Ratliff, F Ramos
2023 IEEE International Conference on Robotics and Automation (ICRA), 939-945, 2023
42023
Layer removal for transfer learning with deep convolutional neural networks
W Zhi, Z Chen, HWF Yueng, Z Lu, SM Zandavi, YY Chung
Neural Information Processing: 24th International Conference, ICONIP 2017 ¡¦, 2017
42017
A novel ant colony detection using multi-region histogram for object tracking
SM Zandavi, F Sha, V Chung, Z Lu, W Zhi
Neural Information Processing: 24th International Conference, ICONIP 2017 ¡¦, 2017
42017
Learning from demonstration via probabilistic diagrammatic teaching
W Zhi, T Zhang, M Johnson-Roberson
arXiv preprint arXiv:2309.03835, 2023
32023
L4KDE: Learning for KinoDynamic Tree Expansion
T Lai, W Zhi, T Hermans, F Ramos
arXiv preprint arXiv:2203.00975, 2022
22022
Probabilistic trajectory prediction with structural constraints
W Zhi, L Ott, F Ramos
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems ¡¦, 2021
22021
Piecewise Linear Offers in the New Zealand Electricity Market
W Zhi, K Abbaszadeh, G Zakeri, G Pritchard
Operations Research Society of New Zealand, 2017
12017
Diagrammatic Instructions to Specify Spatial Objectives and Constraints with Applications to Mobile Base Placement
Q Sun, W Zhi, T Zhang, M Johnson-Roberson
arXiv preprint arXiv:2403.12465, 2024
2024
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