AdderNet: Do We Really Need Multiplications in Deep Learning?

31 December 2019

Papers citing "AdderNet: Do We Really Need Multiplications in Deep Learning?"

39 / 89 papers shown

Title
Dual Perceptual Loss for Single Image Super-Resolution Using ESRGAN Mingli Song Huawei Yi Wenqiang Xu Xiaohui Li Bo-wen Li Yuanyuan Liu SupR 27 6 0 17 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 19 102 0 10 Jan 2022
An Empirical Study of Adder Neural Networks for Object Detection Xinghao Chen Chang Xu Minjing Dong Chunjing Xu Yunhe Wang 85 15 0 27 Dec 2021
Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks Ángel López García-Arias Masanori Hashimoto Masato Motomura Jaehoon Yu 39 5 0 24 Nov 2021
Deep Spoken Keyword Spotting: An Overview Iván López-Espejo Zheng-Hua Tan John H. L. Hansen Jesper Jensen 21 100 0 20 Nov 2021
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks Yongcheng Jing Yiding Yang Xinchao Wang Xiuming Zhang Dacheng Tao 19 38 0 27 Sep 2021
GhostShiftAddNet: More Features from Energy-Efficient Operations Jia Bi Jonathon S. Hare G. Merrett 33 0 0 20 Sep 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 183 476 0 12 Aug 2021
MicroNet: Improving Image Recognition with Extremely Low FLOPs Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Lei Zhang Nuno Vasconcelos 18 77 0 12 Aug 2021
Visual Boundary Knowledge Translation for Foreground Segmentation Zunlei Feng Lechao Cheng Xinchao Wang Xiang Wang Ya Jie Liu Xiangtong Du Xiuming Zhang 20 7 0 01 Aug 2021
$S^3$ : Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks Xinlin Li Bang Liu Yaoliang Yu Wulong Liu Chunjing Xu V. Nia MQ 38 5 0 07 Jul 2021
Context-Free TextSpotter for Real-Time and Mobile End-to-End Text Detection and Recognition Ryota Yoshihashi Tomohiro Tanaka Kenji Doi Takumi Fujino Naoaki Yamashita 13 2 0 10 Jun 2021
Multiplierless MP-Kernel Machine For Energy-efficient Edge Devices Abhishek Ramdas Nair P. Nath S. Chakrabartty Chetan Singh Thakur 48 14 0 03 Jun 2021
Universal Adder Neural Networks Hanting Chen Yunhe Wang Chang Xu Chao Xu Chunjing Xu Tong Zhang 29 3 0 29 May 2021
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations Taojiannan Yang Sijie Zhu Matías Mendieta Pu Wang Ravikumar Balakrishnan Minwoo Lee T. Han M. Shah Chong Chen 3DH OOD 28 22 0 14 May 2021
Winograd Algorithm for AdderNet Wenshuo Li Hanting Chen Mingqiang Huang Xinghao Chen Chunjing Xu Yunhe Wang 27 8 0 12 May 2021
n-hot: Efficient bit-level sparsity for powers-of-two neural network quantization Yuiko Sakuma Hiroshi Sumihiro Jun Nishikawa Toshiki Nakamura Ryoji Ikegaya MQ 43 1 0 22 Mar 2021
Revisiting Dynamic Convolution via Matrix Decomposition Yunsheng Li Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Ye Yu Lu Yuan Zicheng Liu Mei Chen Nuno Vasconcelos 32 67 0 15 Mar 2021
An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks Shi Fan Liu Liying Ye Luo 20 6 0 03 Mar 2021
Min-Max-Plus Neural Networks Ye Luo Shi Fan 29 3 0 12 Feb 2021
Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons Bohang Zhang Tianle Cai Zhou Lu Di He Liwei Wang OOD 37 49 0 10 Feb 2021
AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence Yunhe Wang Mingqiang Huang Kai Han Hanting Chen Wei Zhang Chunjing Xu Dacheng Tao 38 34 0 25 Jan 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 150 675 0 24 Jan 2021
MinConvNets: A new class of multiplication-less Neural Networks Xuecan Yang S. Chaudhuri Laurence Likforman L. Naviner 14 0 0 23 Jan 2021
Progressive Network Grafting for Few-Shot Knowledge Distillation Chengchao Shen Xinchao Wang Youtan Yin Mingli Song Sihui Luo Xiuming Zhang 6 46 0 09 Dec 2020
Deep Neural Network Training without Multiplications T. Mogami MQ 13 3 0 07 Dec 2020
MicroNet: Towards Image Recognition with Extremely Low FLOPs Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Lei Zhang Nuno Vasconcelos 30 25 0 24 Nov 2020
Binary Neural Network Aided CSI Feedback in Massive MIMO System Zhilin Lu Jintao Wang Jian Song 6 32 0 05 Nov 2020
ShiftAddNet: A Hardware-Inspired Deep Network Haoran You Xiaohan Chen Yongan Zhang Chaojian Li Sicheng Li Zihao Liu Zhangyang Wang Yingyan Lin OOD MQ 76 76 0 24 Oct 2020
Training Binary Neural Networks through Learning with Noisy Supervision Kai Han Yunhe Wang Yixing Xu Chunjing Xu Enhua Wu Chang Xu MQ 15 55 0 10 Oct 2020
Rotated Binary Neural Network Mingbao Lin Rongrong Ji Zi-Han Xu Baochang Zhang Yan Wang Yongjian Wu Feiyue Huang Chia-Wen Lin MQ 19 129 0 28 Sep 2020
Kernel Based Progressive Distillation for Adder Neural Networks Yixing Xu Chang Xu Xinghao Chen Wei Zhang Chunjing Xu Yunhe Wang 41 47 0 28 Sep 2020
AdderSR: Towards Energy Efficient Image Super-Resolution Dehua Song Yunhe Wang Hanting Chen Chang Xu Chunjing Xu Dacheng Tao SupR 23 83 0 18 Sep 2020
ResNet-like Architecture with Low Hardware Requirements E. Limonova D. Alfonso D. Nikolaev V. Arlazarov 27 15 0 15 Sep 2020
GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework Haotao Wang Shupeng Gui Haichuan Yang Ji Liu Zhangyang Wang 6 81 0 25 Aug 2020
A Survey on Large-scale Machine Learning Meng Wang Weijie Fu Xiangnan He Shijie Hao Xindong Wu 19 109 0 10 Aug 2020
Structured Convolutions for Efficient Neural Network Design Yash Bhalgat Yizhe Zhang J. Lin Fatih Porikli 8 8 0 06 Aug 2020
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens Zhaohui Yang Yunhe Wang Xinghao Chen Jianyuan Guo Wei Zhang Chao Xu Chunjing Xu Dacheng Tao Chang Xu 39 17 0 29 May 2020
DeepShift: Towards Multiplication-Less Neural Networks Mostafa Elhoushi Zihao Chen F. Shafiq Ye Tian Joey Yiwei Li MQ 35 97 0 30 May 2019