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@article{DBLP:journals/npjdm/AvramOAVWBAWGTSST23,
author = {Robert Avram and
Jeffrey E. Olgin and
Zeeshan Ahmed and
Louis Verreault{-}Julien and
Alvin Wan and
Joshua Barrios and
Sean Abreau and
Derek Wan and
Joseph E. Gonzalez and
Jean{-}Claude Tardif and
Derek Y. So and
Krishan Soni and
Geoffrey H. Tison},
title = {CathAI: fully automated coronary angiography interpretation and stenosis
estimation},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00880-1},
doi = {10.1038/S41746-023-00880-1},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/AvramOAVWBAWGTSST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenPZWRSCL23,
author = {Ziwen Chen and
Kaushik Patnaik and
Shuangfei Zhai and
Alvin Wan and
Zhile Ren and
Alexander G. Schwing and
Alex Colburn and
Fuxin Li},
title = {AutoFocusFormer: Image Segmentation off the Grid},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {18227--18236},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01748},
doi = {10.1109/CVPR52729.2023.01748},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChenPZWRSCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WanHPXHGRS23,
author = {Alvin Wan and
Hanxiang Hao and
Kaushik Patnaik and
Yueyang Xu and
Omer Hadad and
David G{\"{u}}era and
Zhile Ren and
Qi Shan},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{UPSCALE:} Unconstrained Channel Pruning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {35384--35412},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/wan23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/WanHPXHGRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12406,
author = {Ziwen Chen and
Kaushik Patnaik and
Shuangfei Zhai and
Alvin Wan and
Zhile Ren and
Alexander G. Schwing and
Alex Colburn and
Fuxin Li},
title = {AutoFocusFormer: Image Segmentation off the Grid},
journal = {CoRR},
volume = {abs/2304.12406},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12406},
doi = {10.48550/ARXIV.2304.12406},
eprinttype = {arXiv},
eprint = {2304.12406},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08771,
author = {Alvin Wan and
Hanxiang Hao and
Kaushik Patnaik and
Yueyang Xu and
Omer Hadad and
David G{\"{u}}era and
Zhile Ren and
Qi Shan},
title = {{UPSCALE:} Unconstrained Channel Pruning},
journal = {CoRR},
volume = {abs/2307.08771},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08771},
doi = {10.48550/ARXIV.2307.08771},
eprinttype = {arXiv},
eprint = {2307.08771},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Wan22,
author = {Alvin Wan},
title = {Efficiently Designing Efficient Deep Neural Networks},
school = {University of California, Berkeley, {USA}},
year = {2022},
url = {https://www.escholarship.org/uc/item/0gg5d23s},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Wan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DaiWZWHWCTYVG21,
author = {Xiaoliang Dai and
Alvin Wan and
Peizhao Zhang and
Bichen Wu and
Zijian He and
Zhen Wei and
Kan Chen and
Yuandong Tian and
Matthew Yu and
Peter Vajda and
Joseph E. Gonzalez},
title = {FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {16276--16285},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Dai\_FBNetV3\_Joint\_Architecture-Recipe\_Search\_Using\_Predictor\_Pretraining\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01601},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DaiWZWHWCTYVG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WuXDWZYT0KV21,
author = {Bichen Wu and
Chenfeng Xu and
Xiaoliang Dai and
Alvin Wan and
Peizhao Zhang and
Zhicheng Yan and
Masayoshi Tomizuka and
Joseph Gonzalez and
Kurt Keutzer and
Peter Vajda},
title = {Visual Transformers: Where Do Transformers Really Belong in Vision
Models?},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {579--589},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00064},
doi = {10.1109/ICCV48922.2021.00064},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/WuXDWZYT0KV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WanDHYLPBG21,
author = {Alvin Wan and
Lisa Dunlap and
Daniel Ho and
Jihan Yin and
Scott Lee and
Suzanne Petryk and
Sarah Adel Bargal and
Joseph E. Gonzalez},
title = {{NBDT:} Neural-Backed Decision Tree},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=mCLVeEpplNE},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WanDHYLPBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07708,
author = {Robert Avram and
Jeffrey E. Olgin and
Alvin Wan and
Zeeshan Ahmed and
Louis Verreault{-}Julien and
Sean Abreau and
Derek Wan and
Joseph E. Gonzalez and
Derek Y. So and
Krishan Soni and
Geoffrey H. Tison},
title = {CathAI: Fully Automated Interpretation of Coronary Angiograms Using
Neural Networks},
journal = {CoRR},
volume = {abs/2106.07708},
year = {2021},
url = {https://arxiv.org/abs/2106.07708},
eprinttype = {arXiv},
eprint = {2106.07708},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/CullerDFGPSSWZ20,
author = {David E. Culler and
Prabal Dutta and
Gabe Fierro and
Joseph E. Gonzalez and
Nathan Pemberton and
Johann Schleier{-}Smith and
Kalyanaraman Shankari and
Alvin Wan and
Thomas Zachariah},
title = {CoVista: {A} Unified View on Privacy Sensitive Mobile Contact Tracing},
journal = {{IEEE} Data Eng. Bull.},
volume = {43},
number = {2},
pages = {83--94},
year = {2020},
url = {http://sites.computer.org/debull/A20june/p83.pdf},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/CullerDFGPSSWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WanDZHTXWYXCVG20,
author = {Alvin Wan and
Xiaoliang Dai and
Peizhao Zhang and
Zijian He and
Yuandong Tian and
Saining Xie and
Bichen Wu and
Matthew Yu and
Tao Xu and
Kan Chen and
Peter Vajda and
Joseph E. Gonzalez},
title = {FBNetV2: Differentiable Neural Architecture Search for Spatial and
Channel Dimensions},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {12962--12971},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Wan\_FBNetV2\_Differentiable\_Neural\_Architecture\_Search\_for\_Spatial\_and\_Channel\_Dimensions\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.01298},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WanDZHTXWYXCVG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00221,
author = {Alvin Wan and
Lisa Dunlap and
Daniel Ho and
Jihan Yin and
Scott Lee and
Henry Jin and
Suzanne Petryk and
Sarah Adel Bargal and
Joseph E. Gonzalez},
title = {{NBDT:} Neural-Backed Decision Trees},
journal = {CoRR},
volume = {abs/2004.00221},
year = {2020},
url = {https://arxiv.org/abs/2004.00221},
eprinttype = {arXiv},
eprint = {2004.00221},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-00221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05565,
author = {Alvin Wan and
Xiaoliang Dai and
Peizhao Zhang and
Zijian He and
Yuandong Tian and
Saining Xie and
Bichen Wu and
Matthew Yu and
Tao Xu and
Kan Chen and
Peter Vajda and
Joseph E. Gonzalez},
title = {FBNetV2: Differentiable Neural Architecture Search for Spatial and
Channel Dimensions},
journal = {CoRR},
volume = {abs/2004.05565},
year = {2020},
url = {https://arxiv.org/abs/2004.05565},
eprinttype = {arXiv},
eprint = {2004.05565},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13164,
author = {David E. Culler and
Prabal Dutta and
Gabe Fierro and
Joseph E. Gonzalez and
Nathan Pemberton and
Johann Schleier{-}Smith and
Kalyanaraman Shankari and
Alvin Wan and
Thomas Zachariah},
title = {CoVista: {A} Unified View on Privacy Sensitive Mobile Contact Tracing
Effort},
journal = {CoRR},
volume = {abs/2005.13164},
year = {2020},
url = {https://arxiv.org/abs/2005.13164},
eprinttype = {arXiv},
eprint = {2005.13164},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02049,
author = {Xiaoliang Dai and
Alvin Wan and
Peizhao Zhang and
Bichen Wu and
Zijian He and
Zhen Wei and
Kan Chen and
Yuandong Tian and
Matthew Yu and
Peter Vajda and
Joseph E. Gonzalez},
title = {FBNetV3: Joint Architecture-Recipe Search using Neural Acquisition
Function},
journal = {CoRR},
volume = {abs/2006.02049},
year = {2020},
url = {https://arxiv.org/abs/2006.02049},
eprinttype = {arXiv},
eprint = {2006.02049},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-02049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03677,
author = {Bichen Wu and
Chenfeng Xu and
Xiaoliang Dai and
Alvin Wan and
Peizhao Zhang and
Masayoshi Tomizuka and
Kurt Keutzer and
Peter Vajda},
title = {Visual Transformers: Token-based Image Representation and Processing
for Computer Vision},
journal = {CoRR},
volume = {abs/2006.03677},
year = {2020},
url = {https://arxiv.org/abs/2006.03677},
eprinttype = {arXiv},
eprint = {2006.03677},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06868,
author = {Alvin Wan and
Daniel Ho and
Younjin Song and
Henk Tillman and
Sarah Adel Bargal and
Joseph E. Gonzalez},
title = {SegNBDT: Visual Decision Rules for Segmentation},
journal = {CoRR},
volume = {abs/2006.06868},
year = {2020},
url = {https://arxiv.org/abs/2006.06868},
eprinttype = {arXiv},
eprint = {2006.06868},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WuWYJZGGGK18,
author = {Bichen Wu and
Alvin Wan and
Xiangyu Yue and
Peter H. Jin and
Sicheng Zhao and
Noah Golmant and
Amir Gholaminejad and
Joseph Gonzalez and
Kurt Keutzer},
title = {Shift: {A} Zero FLOP, Zero Parameter Alternative to Spatial Convolutions},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {9127--9135},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Wu\_Shift\_A\_Zero\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00951},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WuWYJZGGGK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/WuWYK18,
author = {Bichen Wu and
Alvin Wan and
Xiangyu Yue and
Kurt Keutzer},
title = {SqueezeSeg: Convolutional Neural Nets with Recurrent {CRF} for Real-Time
Road-Object Segmentation from 3D LiDAR Point Cloud},
booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA}
2018, Brisbane, Australia, May 21-25, 2018},
pages = {1887--1893},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICRA.2018.8462926},
doi = {10.1109/ICRA.2018.8462926},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/WuWYK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-00101,
author = {Vladimir Feinberg and
Alvin Wan and
Ion Stoica and
Michael I. Jordan and
Joseph E. Gonzalez and
Sergey Levine},
title = {Model-Based Value Estimation for Efficient Model-Free Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1803.00101},
year = {2018},
url = {http://arxiv.org/abs/1803.00101},
eprinttype = {arXiv},
eprint = {1803.00101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-00101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-07368,
author = {Bichen Wu and
Alvin Wan and
Xiangyu Yue and
Kurt Keutzer},
title = {SqueezeSeg: Convolutional Neural Nets with Recurrent {CRF} for Real-Time
Road-Object Segmentation from 3D LiDAR Point Cloud},
journal = {CoRR},
volume = {abs/1710.07368},
year = {2017},
url = {http://arxiv.org/abs/1710.07368},
eprinttype = {arXiv},
eprint = {1710.07368},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-07368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08141,
author = {Bichen Wu and
Alvin Wan and
Xiangyu Yue and
Peter H. Jin and
Sicheng Zhao and
Noah Golmant and
Amir Gholaminejad and
Joseph Gonzalez and
Kurt Keutzer},
title = {Shift: {A} Zero FLOP, Zero Parameter Alternative to Spatial Convolutions},
journal = {CoRR},
volume = {abs/1711.08141},
year = {2017},
url = {http://arxiv.org/abs/1711.08141},
eprinttype = {arXiv},
eprint = {1711.08141},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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