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Instant-NeRF: Instant On-Device Neural Radiance Field Training via Algorithm-Accelerator Co-Designed Near-Memory Processing


May 09, 2023
Yang Zhao, Shang Wu, Jingqun Zhang, Sixu Li, Chaojian Li, Yingyan Lin

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* Accepted by DAC 2023 

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Hint-Aug: Drawing Hints from Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning


Apr 26, 2023
Zhongzhi Yu, Shang Wu, Yonggan Fu, Shunyao Zhang, Yingyan Lin

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Gen-NeRF: Efficient and Generalizable Neural Radiance Fields via Algorithm-Hardware Co-Design


Apr 25, 2023
Yonggan Fu, Zhifan Ye, Jiayi Yuan, Shunyao Zhang, Sixu Li, Haoran You, Yingyan Lin

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* Accepted by ISCA 2023 

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Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence


Apr 24, 2023
Yonggan Fu, Yuecheng Li, Chenghui Li, Jason Saragih, Peizhao Zhang, Xiaoliang Dai, Yingyan Lin

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* Accepted by CVPR 2023 

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Robust Tickets Can Transfer Better: Drawing More Transferable Subnetworks in Transfer Learning


Apr 24, 2023
Yonggan Fu, Ye Yuan, Shang Wu, Jiayi Yuan, Yingyan Lin

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* Accepted by DAC 2023 

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ERSAM: Neural Architecture Search For Energy-Efficient and Real-Time Social Ambiance Measurement


Mar 24, 2023
Chaojian Li, Wenwan Chen, Jiayi Yuan, Yingyan Lin, Ashutosh Sabharwal

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* Accepted by ICASSP'23 

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INGeo: Accelerating Instant Neural Scene Reconstruction with Noisy Geometry Priors


Dec 05, 2022
Chaojian Li, Bichen Wu, Albert Pumarola, Peizhao Zhang, Yingyan Lin, Peter Vajda

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* Accepted by Computer Vision for Metaverse Workshop @ ECCV'22 

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Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference


Nov 18, 2022
Haoran You, Yunyang Xiong, Xiaoliang Dai, Bichen Wu, Peizhao Zhang, Haoqi Fan, Peter Vajda, Yingyan Lin

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ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention


Nov 09, 2022
Jyotikrishna Dass, Shang Wu, Huihong Shi, Chaojian Li, Zhifan Ye, Zhongfeng Wang, Yingyan Lin

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* 14 pages, 15 figures, Accepted to IEEE HPCA 2023 

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Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing


Nov 02, 2022
Yonggan Fu, Yang Zhang, Kaizhi Qian, Zhifan Ye, Zhongzhi Yu, Cheng-I Lai, Yingyan Lin

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* Accepted at NeurIPS 2022 

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