| Conformer: Convolution-augmented transformer for speech recognition A Gulati, J Qin, CC Chiu, N Parmar, Y Zhang, J Yu, W Han, S Wang, ... arXiv preprint arXiv:2005.08100, 2020 | 1163 | 2020 |
| TILT: Transform invariant low-rank textures Z Zhang, X Liang, A Ganesh, Y Ma International Journal of Computer Vision 99 (1), 1-24, 2012 | 402 | 2012 |
| Hardware for machine learning: Challenges and opportunities V Sze, YH Chen, J Emer, A Suleiman, Z Zhang 2017 IEEE Custom Integrated Circuits Conference (CICC), 1-8, 2017 | 308 | 2017 |
| Contextnet: Improving convolutional neural networks for automatic speech recognition with global context W Han, Z Zhang, Y Zhang, J Yu, CC Chiu, J Qin, A Gulati, R Pang, Y Wu arXiv preprint arXiv:2005.03191, 2020 | 160 | 2020 |
| Camera calibration with lens distortion from low-rank textures Z Zhang, Y Matsushita, Y Ma CVPR 2011, 2321-2328, 2011 | 136 | 2011 |
| Decomposing background topics from keywords by principal component pursuit K Min, Z Zhang, J Wright, Y Ma Proceedings of the 19th ACM international conference on Information and …, 2010 | 103 | 2010 |
| Navion: A 2-mw fully integrated real-time visual-inertial odometry accelerator for autonomous navigation of nano drones A Suleiman, Z Zhang, L Carlone, S Karaman, V Sze IEEE Journal of Solid-State Circuits 54 (4), 1106-1119, 2019 | 91 | 2019 |
| Repairing sparse low-rank texture X Liang, X Ren, Z Zhang, Y Ma Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012 | 72 | 2012 |
| Visual-inertial odometry on chip: An algorithm-and-hardware co-design approach Z Zhang, AAZ Suleiman, L Carlone, V Sze, S Karaman | 54 | 2017 |
| Navion: A fully integrated energy-efficient visual-inertial odometry accelerator for autonomous navigation of nano drones A Suleiman, Z Zhang, L Carlone, S Karaman, V Sze 2018 IEEE symposium on VLSI circuits, 133-134, 2018 | 45 | 2018 |
| Unwrapping low-rank textures on generalized cylindrical surfaces Z Zhang, X Liang, Y Ma 2011 International Conference on Computer Vision, 1347-1354, 2011 | 42 | 2011 |
| Scene transformer: A unified multi-task model for behavior prediction and planning J Ngiam, B Caine, V Vasudevan, Z Zhang, HTL Chiang, J Ling, R Roelofs, ... arXiv preprint arXiv:2106.08417 2 (7), 2021 | 37 | 2021 |
| Fsmi: Fast computation of shannon mutual information for information-theoretic mapping Z Zhang, T Henderson, S Karaman, V Sze The International Journal of Robotics Research 39 (9), 1155-1177, 2020 | 33 | 2020 |
| FAST: A framework to accelerate super-resolution processing on compressed videos Z Zhang, V Sze Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 33 | 2017 |
| Robust recovery of transform invariant low-rank textures Y Ma, Z Zhang, X Liang US Patent 8,463,073, 2013 | 31 | 2013 |
| Camera calibration with lens distortion from low-rank textures Z Zhang, Y Matsushita, Y Ma US Patent 8,818,132, 2014 | 28 | 2014 |
| Rectification of characters and text as transform invariant low-rank textures X Zhang, Z Zhang, X Liang, Z Lin, Y Ma US Patent 8,774,558, 2014 | 24 | 2014 |
| A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps A Suleiman, Z Zhang, V Sze VLSI 2016, 2016 | 23 | 2016 |
| A 58.6 mW 30 frames/s real-time programmable multiobject detection accelerator with deformable parts models on full HD videos A Suleiman, Z Zhang, V Sze IEEE Journal of Solid-State Circuits 52 (3), 844-855, 2017 | 21 | 2017 |
| Scene Transformer: A unified architecture for predicting multiple agent trajectories J Ngiam, B Caine, V Vasudevan, Z Zhang, HTL Chiang, J Ling, R Roelofs, ... arXiv preprint arXiv:2106.08417, 2021 | 17 | 2021 |
Vivienne SzeAssociate Professor, EECS at MITVerified email at mit.edu
