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Alvin Wan
Alvin Wan
Research Scientist, Apple
Verified email at apple.com - Homepage
Title
Cited by
Cited by
Year
Squeezeseg: Convolutional Neural Nets with Recurrent CRF for Real-time Road-Object Segmentation from 3D LiDAR Point Cloud
B Wu, A Wan, X Yue, K Keutzer
2018 IEEE International Conference on Robotics and Automation (ICRA), 1887-1893, 2018
8522018
Visual transformers: where do transformers really belong in vision models?
B Wu, C Xu, X Dai, A Wan, P Zhang, Z Yan, M Tomizuka, JE Gonzalez, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision, 599-609, 2021
426*2021
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions
B Wu, A Wan, X Yue, P Jin, S Zhao, N Golmant, A Gholaminejad, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017
3872017
Model-based value estimation for efficient model-free reinforcement learning
V Feinberg, A Wan, I Stoica, MI Jordan, JE Gonzalez, S Levine
arXiv preprint arXiv:1803.00101, 2018
351*2018
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
A Wan, X Dai, P Zhang, Z He, Y Tian, S Xie, B Wu, M Yu, T Xu, K Chen, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern†…, 2020
2752020
NBDT: Neural-Backed Decision Trees
A Wan, L Dunlap, D Ho, J Yin, S Lee, H Jin, S Petryk, SA Bargal, ...
International Conference on Learning Representations (2021), 2021
1482021
Fbnetv3: Joint architecture-recipe search using predictor pretraining
X Dai, A Wan, P Zhang, B Wu, Z He, Z Wei, K Chen, Y Tian, M Yu, P Vajda, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern†…, 2021
141*2021
CathAI: fully automated coronary angiography interpretation and stenosis estimation
R Avram, JE Olgin, Z Ahmed, L Verreault-Julien, A Wan, J Barrios, ...
npj Digital Medicine 6 (1), 142, 2023
12*2023
CoVista: A unified view on privacy sensitive mobile contact tracing effort
D Culler, P Dutta, G Fierro, JE Gonzalez, N Pemberton, J Schleier-Smith, ...
arXiv preprint arXiv:2005.13164, 2020
52020
Efficiently Designing Efficient Deep Neural Networks
A Wan
University of California, Berkeley, 2022
12022
UPSCALE: unconstrained channel pruning
A Wan, H Hao, K Patnaik, Y Xu, O Hadad, D GŁera, Z Ren, Q Shan
International Conference on Machine Learning, 35384-35412, 2023
2023
AutoFocusFormer: Image Segmentation off the Grid
C Ziwen, K Patnaik, S Zhai, A Wan, Z Ren, AG Schwing, A Colburn, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern†…, 2023
2023
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