FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
Wu, Bichen, Keutzer, Kurt, Dai, Xiaoliang, Zhang, Peizhao, Wang, Yanghan, Sun, Fei, Wu, Yiming, Tian, Yuandong, Vajda, Peter, Jia, Yangqing
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation
Dai, Xiaoliang, Jia, Yangqing, Vajda, Peter, Uyttendaele, Matt, Jha, Niraj K., Zhang, Peizhao, Wu, Bichen, Yin, Hongxu, Sun, Fei, Wang, Yanghan, Dukhan, Marat, Hu, Yunqing, Wu, Yiming
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Machine Learning at Facebook: Understanding Inference at the Edge
Wu, Carole-Jean, Brooks, David, Chen, Kevin, Chen, Douglas, Choudhury, Sy, Dukhan, Marat, Hazelwood, Kim, Isaac, Eldad, Jia, Yangqing, Jia, Bill, Leyvand, Tommer, Lu, Hao, Lu, Yang, Qiao, Lin, Reagen, Brandon, Spisak, Joe, Sun, Fei, Tulloch, Andrew, Vajda, Peter, Wang, Xiaodong, Wang, Yanghan, Wasti, Bram, Wu, Yiming, Xian, Ran, Yoo, Sungjoo, Zhang, Peizhao
Published in 2019 IEEE International Symposium on High Performance Computer Architecture (HPCA) (01.02.2019)
Published in 2019 IEEE International Symposium on High Performance Computer Architecture (HPCA) (01.02.2019)
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Conference Proceeding
A split and merge algorithm for inter-mode decision in extended macroblocks
Jiyuan Lu, Peizhao Zhang, Hongyang Chao
Published in 2010 IEEE International Conference on Image Processing (01.09.2010)
Published in 2010 IEEE International Conference on Image Processing (01.09.2010)
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Conference Proceeding
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
Wan, Alvin, Dai, Xiaoliang, Zhang, Peizhao, He, Zijian, Tian, Yuandong, Xie, Saining, Wu, Bichen, Yu, Matthew, Xu, Tao, Chen, Kan, Vajda, Peter, Gonzalez, Joseph E.
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining
Dai, Xiaoliang, Wan, Alvin, Zhang, Peizhao, Wu, Bichen, He, Zijian, Wei, Zhen, Chen, Kan, Tian, Yuandong, Yu, Matthew, Vajda, Peter, Gonzalez, Joseph E.
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
Liang, Feng, Wu, Bichen, Dai, Xiaoliang, Li, Kunpeng, Zhao, Yinan, Zhang, Hang, Zhang, Peizhao, Vajda, Peter, Marculescu, Diana
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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MLPerf Inference Benchmark
Reddi, Vijay Janapa, Cheng, Christine, Kanter, David, Mattson, Peter, Schmuelling, Guenther, Wu, Carole-Jean, Anderson, Brian, Breughe, Maximilien, Charlebois, Mark, Chou, William, Chukka, Ramesh, Coleman, Cody, Davis, Sam, Deng, Pan, Diamos, Greg, Duke, Jared, Fick, Dave, Gardner, J. Scott, Hubara, Itay, Idgunji, Sachin, Jablin, Thomas B., Jiao, Jeff, John, Tom St, Kanwar, Pankaj, Lee, David, Liao, Jeffery, Lokhmotov, Anton, Massa, Francisco, Meng, Peng, Micikevicius, Paulius, Osborne, Colin, Pekhimenko, Gennady, Rajan, Arun Tejusve Raghunath, Sequeira, Dilip, Sirasao, Ashish, Sun, Fei, Tang, Hanlin, Thomson, Michael, Wei, Frank, Wu, Ephrem, Xu, Lingjie, Yamada, Koichi, Yu, Bing, Yuan, George, Zhong, Aaron, Zhang, Peizhao, Zhou, Yuchen
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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FP-NAS: Fast Probabilistic Neural Architecture Search
Yan, Zhicheng, Dai, Xiaoliang, Zhang, Peizhao, Tian, Yuandong, Wu, Bichen, Feiszli, Matt
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Visual Transformers: Where Do Transformers Really Belong in Vision Models?
Wu, Bichen, Xu, Chenfeng, Dai, Xiaoliang, Wan, Alvin, Zhang, Peizhao, Yan, Zhicheng, Tomizuka, Masayoshi, Gonzalez, Joseph, Keutzer, Kurt, Vajda, Peter
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
A Pipeline to Characterize Structural Heart Defects in the Fetal Mouse
Guzman-Moreno, Carla, Zhang, Peizhao, Phillips, Olivia R, Block, Mathias, Glennon, Benjamin J, Holbrook, Meghan, Weigand, Lauren, Lo, Cecilia W, Lin, Jiuann-Huey I
Published in Journal of visualized experiments (16.12.2022)
Published in Journal of visualized experiments (16.12.2022)
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Journal Article
Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference
You, Haoran, Xiong, Yunyang, Dai, Xiaoliang, Wu, Bichen, Zhang, Peizhao, Fan, Haoqi, Vajda, Peter, Lin, Yingyan Celine
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence
Fu, Yonggan, Li, Yuecheng, Li, Chenghui, Saragih, Jason, Zhang, Peizhao, Dai, Xiaoliang, Lin, Yingyan Celine
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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An Integrated Algorithm for Fractional Pixel Interpolation and Motion Estimation of H.264
Jiyuan Lu, Peizhao Zhang, Hongyang Chao, Fisher, Paul
Published in 2010 Data Compression Conference (01.03.2010)
Published in 2010 Data Compression Conference (01.03.2010)
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Conference Proceeding
A complexity adjustable algorithm for motion estimation in H.264
Jiyuan Lu, Peizhao Zhang, Hongyang Chao
Published in 2009 7th International Conference on Information, Communications and Signal Processing (ICICS) (01.12.2009)
Published in 2009 7th International Conference on Information, Communications and Signal Processing (ICICS) (01.12.2009)
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Conference Proceeding
Rethinking the Self-Attention in Vision Transformers
Kim, Kyungmin, Wu, Bichen, Dai, Xiaoliang, Zhang, Peizhao, Yan, Zhicheng, Vajda, Peter, Kim, Seon
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
An Analysis on Quantizing Diffusion Transformers
Yang, Yuewei, Wang, Jialiang, Dai, Xiaoliang, Zhang, Peizhao, Zhang, Hongbo
Year of Publication 16.06.2024
Year of Publication 16.06.2024
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Journal Article
Efficient Quantization Strategies for Latent Diffusion Models
Yang, Yuewei, Dai, Xiaoliang, Wang, Jialiang, Zhang, Peizhao, Zhang, Hongbo
Year of Publication 08.12.2023
Year of Publication 08.12.2023
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Journal Article
Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation
Cheng, Ruizhe, Wu, Bichen, Zhang, Peizhao, Vajda, Peter, Gonzalez, Joseph E.
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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