| 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 | 1385 | 2017 |
| 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 | 200 | 2020 |
| 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 | 179 | 2015 |
| Estimating Depth from RGB and Sparse Sensing Z Chen, V Badrinarayanan, G Drozdov, A Rabinovich European Conference on Computer Vision (ECCV) 2018, 2018 | 131 | 2018 |
| 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 | 114 | 2016 |
| 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 | 112 | 2016 |
| 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 | 83 | 2019 |
| 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 | 83 | 2018 |
| 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 | 76 | 2022 |
| 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 | 75 | 2018 |
| 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 | 75 | 2016 |
| 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 | 75 | 2015 |
| 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 | 69 | 2016 |
| 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 | 64 | 2016 |
| 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 | 58 | 2015 |
| 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 | 54 | 2015 |
| 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 | 48 | 2016 |
| Gradient adversarial training of neural networks A Sinha, Z Chen, V Badrinarayanan, A Rabinovich arXiv preprint arXiv:1806.08028, 2018 | 44 | 2018 |
| Image-enhanced depth sensing via depth sensor control V Badrinarayanan, Z Chen, A Rabinovich, E Joseph US Patent 11,128,854, 2021 | 41 | 2021 |
| Gradient adversarial training of neural networks AT Sinha, A Rabinovich, Z Chen, V Badrinarayanan US Patent 12,020,167, 2024 | 38 | 2024 |