Efficient and Intelligent Computing Lab
@eiclab
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Bringing powerful machine-learning systems to daily-life devices | Director: Dr. Yingyan Lin | GaTech CS | #ML #hardware #accelerators #greenAI
Atlanta, GA
Joined July 2022
RT @CelineLinatGT: @JeffDean @moderncpp7 @clu_cheng @NeurIPSConf @drfeifei @jhyuxm @edchi Racism directed at any group of people is unaccepโฆ.
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3. ๐๐ถ๐ป๐-๐๐๐ด: ๐๐ฟ๐ฎ๐๐ถ๐ป๐ด ๐๐ถ๐ป๐๐ ๐ณ๐ฟ๐ผ๐บ ๐ฉ๐ถ๐๐ถ๐ผ๐ป ๐๐ผ๐๐ป๐ฑ๐ฎ๐๐ถ๐ผ๐ป ๐ ๐ผ๐ฑ๐ฒ๐น๐ ๐๐ผ๐๐ฎ๐ฟ๐ฑ๐ ๐๐ผ๐ผ๐๐๐ฒ๐ฑ ๐๐ฒ๐-๐๐ต๐ผ๐ ๐ฃ๐ฎ๐ฟ๐ฎ๐บ๐ฒ๐๐ฒ๐ฟ-๐๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ ๐ฉ๐ถ๐ง ๐ง๐๐ป๐ถ๐ป๐ด.
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2. ๐๐ฎ๐๐๐น๐ถ๐ป๐ด-๐ฉ๐ถ๐ง: ๐๐ผ๐บ๐ฝ๐ฟ๐ฒ๐๐๐ถ๐ป๐ด ๐ฆ๐ฒ๐น๐ณ-๐๐๐๐ฒ๐ป๐๐ถ๐ผ๐ป ๐๐ถ๐ฎ ๐ฆ๐๐ถ๐๐ฐ๐ต๐ถ๐ป๐ด ๐ง๐ผ๐๐ฎ๐ฟ๐ฑ๐ ๐๐ถ๐ป๐ฒ๐ฎ๐ฟ-๐๐ป๐ด๐๐น๐ฎ๐ฟ ๐๐๐๐ฒ๐ป๐๐ถ๐ผ๐ป ๐๐๐ฟ๐ถ๐ป๐ด ๐ฉ๐ถ๐๐ถ๐ผ๐ป ๐ง๐ฟ๐ฎ๐ป๐๐ณ๐ผ๐ฟ๐บ๐ฒ๐ฟ ๐๐ป๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ฐ๐ฒ.
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1. ๐๐๐๐ผ-๐๐๐ฅ๐: ๐๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ ๐ฎ๐ป๐ฑ ๐ฅ๐ผ๐ฏ๐๐๐ ๐๐ผ๐ฑ๐ฒ๐ฐ ๐๐๐ฎ๐๐ฎ๐ฟ ๐๐ฟ๐ถ๐๐ถ๐ป๐ด ๐ณ๐ผ๐ฟ ๐ฅ๐ฒ๐ฎ๐น-๐๐ถ๐บ๐ฒ ๐ ๐ผ๐ฏ๐ถ๐น๐ฒ ๐ง๐ฒ๐น๐ฒ๐ฝ๐ฟ๐ฒ๐๐ฒ๐ป๐ฐ๐ฒ.
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The recorded presentations of our previous three accepted CVPR papers are available! ๐.
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Our paper titled โAn Investigation on Hardware-Aware Vision Transformer Scalingโ was accepted by the Transactions on Embedded Computing Systems (!. Congratulations to Chaojian Li!.
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Congratulations to @ranery1998 (Haoran You) for being selected by the College of Computing Awards Committee to receive the ๐ข๐๐๐๐๐ฎ๐ป๐ฑ๐ถ๐ป๐ด ๐๐ฟ๐ฎ๐ฑ๐๐ฎ๐๐ฒ ๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐๐๐๐ถ๐๐๐ฎ๐ป๐ ๐๐๐ฎ๐ฟ๐ฑ!.
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2. Gen-NeRF: Efficient and Generalizable Neural Radiance Fields via Algorithm-Hardware Co-Design. Yonggan Fu*, Zhifan Ye*, Jiayi Yuan, Shunyao Zhang, Sixu Li, Haoran You, Yingyan (Celine) Lin.
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1. Instant-3D: Instant Neural Radiance Fields Training Towards Real-Time AR/VR 3D Reconstruction. Sixu Li*, Chaojian Li*, Wenbo Zhu, Boyang (Tony) Yu, Yang Zhao, Cheng Wan, Haoran You, Huihong Shi, Yingyan (Celine) Lin.
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Two papers accepted to ISCA 2023 (, Orlando, here we come! ๐.
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Zhongzhi Yu*, Shang Wu*, Yonggan Fu, Cheng Wan, Shunyao Zhang, Chaojian Li, Yingyan (Celine) Lin.
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3. ๐๐ถ๐ป๐-๐๐๐ด: ๐๐ฟ๐ฎ๐๐ถ๐ป๐ด ๐๐ถ๐ป๐๐ ๐ณ๐ฟ๐ผ๐บ ๐ฉ๐ถ๐๐ถ๐ผ๐ป ๐๐ผ๐๐ป๐ฑ๐ฎ๐๐ถ๐ผ๐ป ๐ ๐ผ๐ฑ๐ฒ๐น๐ ๐๐ผ๐๐ฎ๐ฟ๐ฑ๐ ๐๐ผ๐ผ๐๐๐ฒ๐ฑ ๐๐ฒ๐-๐๐ต๐ผ๐ ๐ฃ๐ฎ๐ฟ๐ฎ๐บ๐ฒ๐๐ฒ๐ฟ-๐๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ ๐ฉ๐ถ๐ง ๐ง๐๐ป๐ถ๐ป๐ด.
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Paper: Code: .Project: . Haoran You*, Yunyang Xiong*, Xiaoliang Dai, Bichen Wu, Peizhao Zhang, Haoqi Fan, Peter Vajda, Yingyan (Celine) Lin.
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2. ๐๐ฎ๐๐๐น๐ถ๐ป๐ด-๐ฉ๐ถ๐ง: ๐๐ผ๐บ๐ฝ๐ฟ๐ฒ๐๐๐ถ๐ป๐ด ๐ฆ๐ฒ๐น๐ณ-๐๐๐๐ฒ๐ป๐๐ถ๐ผ๐ป ๐๐ถ๐ฎ ๐ฆ๐๐ถ๐๐ฐ๐ต๐ถ๐ป๐ด ๐ง๐ผ๐๐ฎ๐ฟ๐ฑ๐ ๐๐ถ๐ป๐ฒ๐ฎ๐ฟ-๐๐ป๐ด๐๐น๐ฎ๐ฟ ๐๐๐๐ฒ๐ป๐๐ถ๐ผ๐ป ๐๐๐ฟ๐ถ๐ป๐ด ๐ฉ๐ถ๐๐ถ๐ผ๐ป ๐ง๐ฟ๐ฎ๐ป๐๐ณ๐ผ๐ฟ๐บ๐ฒ๐ฟ ๐๐ป๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ฐ๐ฒ.
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1. ๐๐๐๐ผ-๐๐๐ฅ๐: ๐๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ ๐ฎ๐ป๐ฑ ๐ฅ๐ผ๐ฏ๐๐๐ ๐๐ผ๐ฑ๐ฒ๐ฐ ๐๐๐ฎ๐๐ฎ๐ฟ ๐๐ฟ๐ถ๐๐ถ๐ป๐ด ๐ณ๐ผ๐ฟ ๐ฅ๐ฒ๐ฎ๐น-๐๐ถ๐บ๐ฒ ๐ ๐ผ๐ฏ๐ถ๐น๐ฒ ๐ง๐ฒ๐น๐ฒ๐ฝ๐ฟ๐ฒ๐๐ฒ๐ป๐ฐ๐ฒ. Yonggan Fu, Yuecheng Li, Chenghui Li, Jason Saragih, Peizhao Zhang, Xiaoliang Dai, Yingyan (Celine) Lin.
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Three papers accepted to CVPR 2023 (, Vancouver, here we come! ๐.
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RT @randall_balestr: Awesome website summarizing our latest TMLR paper demonstrating how deep networks pruning can be easily explained/visuโฆ.
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Yang (Katie) Zhao, Shang Wu, Jingqun Zhang, Sixu Li, Chaojian Li, Yingyan (Celine) Lin. Paper links will be updated soon.
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3. ๐๐ป๐๐๐ฎ๐ป๐-๐ก๐ฒ๐ฅ๐: ๐๐ป๐๐๐ฎ๐ป๐ ๐ข๐ป-๐๐ฒ๐๐ถ๐ฐ๐ฒ ๐ก๐ฒ๐๐ฟ๐ฎ๐น ๐ฅ๐ฎ๐ฑ๐ถ๐ฎ๐ป๐ฐ๐ฒ ๐๐ถ๐ฒ๐น๐ฑ ๐ง๐ฟ๐ฎ๐ถ๐ป๐ถ๐ป๐ด ๐๐ถ๐ฎ ๐๐น๐ด๐ผ๐ฟ๐ถ๐๐ต๐บ-๐๐ฐ๐ฐ๐ฒ๐น๐ฒ๐ฟ๐ฎ๐๐ผ๐ฟ ๐๐ผ-๐๐ฒ๐๐ถ๐ด๐ป๐ฒ๐ฑ ๐ก๐ฒ๐ฎ๐ฟ-๐ ๐ฒ๐บ๐ผ๐ฟ๐ ๐ฃ๐ฟ๐ผ๐ฐ๐ฒ๐๐๐ถ๐ป๐ด.
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2. ๐ก๐ฒ๐๐๐ผ๐ผ๐๐๐ฒ๐ฟ: ๐๐บ๐ฝ๐ผ๐๐ฒ๐ฟ๐ถ๐ป๐ด ๐ง๐ถ๐ป๐ ๐๐ฒ๐ฒ๐ฝ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐๐ ๐ฆ๐๐ฎ๐ป๐ฑ๐ถ๐ป๐ด ๐ผ๐ป ๐๐ต๐ฒ ๐ฆ๐ต๐ผ๐๐น๐ฑ๐ฒ๐ฟ๐ ๐ผ๐ณ ๐๐ฒ๐ฒ๐ฝ ๐๐ถ๐ฎ๐ป๐๐. Zhongzhi Yu, Yonggan Fu, Jiayi Yuan, Haoran You, Yingyan (Celine) Lin.
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