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Zhao Chen
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GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks
Z Chen, V Badrinarayanan, CY Lee, A Rabinovich
International Conference on Machine Learning (ICML) 2018, 2017
11272017
Nanoscale confinement of all-optical magnetic switching in TbFeCo-competition with nanoscale heterogeneity
TM Liu, T Wang, AH Reid, M Savoini, X Wu, B Koene, P Granitzka, ...
Nano letters 15 (10), 6862-6868, 2015
1742015
Just pick a sign: Optimizing deep multitask models with gradient sign dropout
Z Chen, J Ngiam, Y Huang, T Luong, H Kretzschmar, Y Chai, D Anguelov
Conference on Neural Information Processing Systems (NeurIPS) 2020, 2020
1482020
Estimating Depth from RGB and Sparse Sensing
Z Chen, V Badrinarayanan, G Drozdov, A Rabinovich
European Conference on Computer Vision (ECCV) 2018, 2018
1192018
THz-driven ultrafast spin-lattice scattering in amorphous metallic ferromagnets
S Bonetti, MC Hoffmann, MJ Sher, Z Chen, SH Yang, MG Samant, ...
Physical review letters 117 (8), 087205, 2016
1102016
Correlation-driven insulator-metal transition in near-ideal vanadium dioxide films
AX Gray, J Jeong, NP Aetukuri, P Granitzka, Z Chen, R Kukreja, D Higley, ...
Physical review letters 116 (11), 116403, 2016
1082016
Ultrafast terahertz field control of electronic and structural interactions in vanadium dioxide
AX Gray, MC Hoffmann, J Jeong, NP Aetukuri, D Zhu, HY Hwang, ...
Physical Review B 98 (4), 045104, 2018
782018
Spin-current-mediated rapid magnon localisation and coalescence after ultrafast optical pumping of ferrimagnetic alloys
E Iacocca, TM Liu, AH Reid, Z Fu, S Ruta, PW Granitzka, E Jal, S Bonetti, ...
Nature communications 10 (1), 1756, 2019
732019
Direct observation and imaging of a spin-wave soliton with p-like symmetry
S Bonetti, R Kukreja, Z Chen, F Macià, JM Hernàndez, A Eklund, ...
Nature communications 6 (1), 8889, 2015
702015
Generation mechanism of terahertz coherent acoustic phonons in Fe
T Henighan, M Trigo, S Bonetti, P Granitzka, D Higley, Z Chen, MP Jiang, ...
Physical Review B 93 (22), 220301, 2016
692016
3-D convolutional neural networks for glioblastoma segmentation
D Yi, M Zhou, Z Chen, O Gevaert
Multimodal Learning for Clinical Decision Support Workshop at MICCAI 2016, 2016
652016
Beyond a phenomenological description of magnetostriction
AH Reid, X Shen, P Maldonado, T Chase, E Jal, PW Granitzka, K Carva, ...
Nature communications 9 (1), 388, 2018
622018
Femtosecond X-ray magnetic circular dichroism absorption spectroscopy at an X-ray free electron laser
DJ Higley, K Hirsch, GL Dakovski, E Jal, E Yuan, T Liu, AA Lutman, ...
Review of scientific instruments 87 (3), 2016
592016
Hyperprompt: Prompt-based task-conditioning of transformers
Y He, S Zheng, Y Tay, J Gupta, Y Du, V Aribandi, Z Zhao, YG Li, Z Chen, ...
International conference on machine learning, 8678-8690, 2022
572022
Microwave soft x-ray microscopy for nanoscale magnetization dynamics in the 5–10 GHz frequency range
S Bonetti, R Kukreja, Z Chen, D Spoddig, K Ollefs, C Schöppner, ...
Review of Scientific Instruments 86 (9), 2015
532015
X-ray detection of transient magnetic moments induced by a spin current in Cu
R Kukreja, S Bonetti, Z Chen, D Backes, Y Acremann, JA Katine, AD Kent, ...
Physical review letters 115 (9), 096601, 2015
522015
Elimination of X-ray diffraction through stimulated X-ray transmission
B Wu, T Wang, CE Graves, D Zhu, WF Schlotter, JJ Turner, O Hellwig, ...
Physical review letters 117 (2), 027401, 2016
472016
Gradient adversarial training of neural networks
A Sinha, Z Chen, V Badrinarayanan, A Rabinovich
arXiv preprint arXiv:1806.08028, 2018
392018
Magnetic switching in granular FePt layers promoted by near-field laser enhancement
PW Granitzka, E Jal, L Le Guyader, M Savoini, DJ Higley, T Liu, Z Chen, ...
Nano letters 17 (4), 2426-2432, 2017
342017
Image-enhanced depth sensing via depth sensor control
V Badrinarayanan, Z Chen, A Rabinovich, E Joseph
US Patent 11,128,854, 2021
312021
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