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SkipNet: Learning Dynamic Routing in Convolutional Networks

26 November 2017

Papers citing "SkipNet: Learning Dynamic Routing in Convolutional Networks"

50 / 360 papers shown

Title
Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference Ting-Kuei Hu Tianlong Chen Haotao Wang Zhangyang Wang OOD AAML 3DH 92 84 0 24 Feb 2020
Dynamic Inference: A New Approach Toward Efficient Video Action Recognition Wenhao Wu Dongliang He Xiao Tan Shifeng Chen Yi Yang Shilei Wen 73 35 0 09 Feb 2020
Switchable Precision Neural Networks Luis Guerra Bohan Zhuang Ian Reid Tom Drummond MQ 57 20 0 07 Feb 2020
Accelerating Deep Learning Inference via Freezing Adarsh Kumar Arjun Balasubramanian Shivaram Venkataraman Aditya Akella AI4CE 64 22 0 07 Feb 2020
Selective Convolutional Network: An Efficient Object Detector with Ignoring Background H. Ling Yangyang Qin Li Zhang Yuxuan Shi P. Li 50 0 0 04 Feb 2020
Automatic Pruning for Quantized Neural Networks Luis Guerra Bohan Zhuang Ian Reid Tom Drummond MQ 36 21 0 03 Feb 2020
PaRoT: A Practical Framework for Robust Deep Neural Network Training Edward W. Ayers Francisco Eiras Majd Hawasly I. Whiteside OOD 97 19 0 07 Jan 2020
Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference Jianghao Shen Y. Fu Yue Wang Pengfei Xu Zhangyang Wang Yingyan Lin MQ 60 45 0 03 Jan 2020
Lightweight Residual Densely Connected Convolutional Neural Network Fahimeh Fooladgar S. Kasaei 55 13 0 02 Jan 2020
InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers T. Nguyen Animesh Garg Richard G. Baraniuk Anima Anandkumar TPM 104 9 0 09 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 129 898 0 07 Dec 2019
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference Thomas Verelst Tinne Tuytelaars 70 153 0 06 Dec 2019
LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition Zuxuan Wu Caiming Xiong Yu-Gang Jiang L. Davis 84 110 0 03 Dec 2019
Diversifying Inference Path Selection: Moving-Mobile-Network for Landmark Recognition Biao Qian Yang Wang Zhao Zhang Richang Hong Meng Wang Ling Shao 40 12 0 01 Dec 2019
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning Ximeng Sun Yikang Shen Rogerio Feris Kate Saenko 97 269 0 27 Nov 2019
Domain-Aware Dynamic Networks Tianyuan Zhang Bichen Wu Xin Wang Joseph E. Gonzalez Kurt Keutzer 79 6 0 26 Nov 2019
MSD: Multi-Self-Distillation Learning via Multi-classifiers within Deep Neural Networks Yunteng Luan Hanyu Zhao Zhi-Xin Yang Yafei Dai 75 23 0 21 Nov 2019
DRNet: Dissect and Reconstruct the Convolutional Neural Network via Interpretable Manners Xiaolong Hu Zhulin An Chuanguang Yang Hui Zhu Kaiqiang Xu Yongjun Xu 38 3 0 20 Nov 2019
S2DNAS:Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search Zhihang Yuan Bingzhe Wu Zheng Liang Shiwan Zhao Weichen Bi Guangyu Sun 75 30 0 16 Nov 2019
CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion Xinjing Cheng Peng Wang Chenye Guan Ruigang Yang 78 226 0 13 Nov 2019
On-Device Machine Learning: An Algorithms and Learning Theory Perspective Sauptik Dhar Junyao Guo Jiayi Liu S. Tripathi Unmesh Kurup Mohak Shah 114 144 0 02 Nov 2019
E2-Train: Training State-of-the-art CNNs with Over 80% Energy Savings Yue Wang Ziyu Jiang Xiaohan Chen Pengfei Xu Yang Zhao Yingyan Lin Zhangyang Wang MQ 109 83 0 29 Oct 2019
Depth-Adaptive Transformer Maha Elbayad Jiatao Gu Edouard Grave Michael Auli 88 193 0 22 Oct 2019
Differentiable Sparsification for Deep Neural Networks Yognjin Lee 72 7 0 08 Oct 2019
Reducing Transformer Depth on Demand with Structured Dropout Angela Fan Edouard Grave Armand Joulin 130 597 0 25 Sep 2019
Adaptively Aligned Image Captioning via Adaptive Attention Time Lun Huang Wenmin Wang Yaxian Xia Jie Chen 74 63 0 19 Sep 2019
A Novel Design of Adaptive and Hierarchical Convolutional Neural Networks using Partial Reconfiguration on FPGA Mohammad Farhadi Mehdi Ghasemi Yezhou Yang 52 27 0 05 Sep 2019
Once-for-All: Train One Network and Specialize it for Efficient Deployment Han Cai Chuang Gan Tianzhe Wang Zhekai Zhang Song Han OOD 150 1,287 0 26 Aug 2019
Improved Techniques for Training Adaptive Deep Networks Hao Li Hong Zhang Xiaojuan Qi Ruigang Yang Gao Huang 76 134 0 17 Aug 2019
Learning Instance-wise Sparsity for Accelerating Deep Models Chuanjian Liu Yunhe Wang Kai Han Chunjing Xu Chang Xu 75 27 0 27 Jul 2019
Batch-Shaping for Learning Conditional Channel Gated Networks B. Bejnordi Tijmen Blankevoort Max Welling AI4CE 78 77 0 15 Jul 2019
An Efficient Framework for Visible-Infrared Cross Modality Person Re-Identification Emrah Basaran Muhittin Gokmen Mustafa E. Kamasak 68 42 0 15 Jul 2019
Dual Dynamic Inference: Enabling More Efficient, Adaptive and Controllable Deep Inference Yue Wang Jianghao Shen Ting-Kuei Hu Pengfei Xu T. Nguyen Richard Baraniuk Zhangyang Wang Yingyan Lin 91 77 0 10 Jul 2019
Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series Jeeheh Oh Jiaxuan Wang Shengpu Tang Michael Sjoding Jenna Wiens OOD 42 12 0 07 Jun 2019
Interpretable Neural Network Decoupling Yuchao Li Rongrong Ji Shaohui Lin Baochang Zhang Chenqian Yan Yongjian Wu Feiyue Huang Ling Shao 54 2 0 04 Jun 2019
Toward Runtime-Throttleable Neural Networks Jesse Hostetler 49 2 0 30 May 2019
SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models Linfeng Zhang Zhanhong Tan Jiebo Song Jingwei Chen Chenglong Bao Kaisheng Ma 55 71 0 27 May 2019
Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation Linfeng Zhang Jiebo Song Anni Gao Jingwei Chen Chenglong Bao Kaisheng Ma FedML 88 866 0 17 May 2019
Dynamic Neural Network Channel Execution for Efficient Training Simeon E. Spasov Pietro Lio 44 4 0 15 May 2019
Budget-Aware Adapters for Multi-Domain Learning Rodrigo Berriel Stéphane Lathuilière Moin Nabi T. Klein Thiago Oliveira-Santos N. Sebe Elisa Ricci OOD 102 41 0 15 May 2019
Dynamic Routing Networks Shaofeng Cai Yao Shu Wei Wang Beng Chin Ooi 50 3 0 13 May 2019
Path-Restore: Learning Network Path Selection for Image Restoration K. Yu Xintao Wang Chao Dong Xiaoou Tang Chen Change Loy 86 84 0 23 Apr 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning Xin Wang Feng Yu Ruth Wang Trevor Darrell Joseph E. Gonzalez 83 105 0 11 Apr 2019
CondConv: Conditionally Parameterized Convolutions for Efficient Inference Brandon Yang Gabriel Bender Quoc V. Le Jiquan Ngiam MedIm 3DV 96 640 0 10 Apr 2019
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints Shaofeng Cai Gang Chen Beng Chin Ooi Jinyang Gao 138 19 0 03 Apr 2019
AutoSlim: Towards One-Shot Architecture Search for Channel Numbers Jiahui Yu Thomas Huang 79 56 0 27 Mar 2019
Dynamic Multi-path Neural Network Yingcheng Su Shunfeng Zhou Yichao Wu Tian Su Ding Liang Xuebo Liu Dixin Zheng Yingxu Wang Junjie Yan Xiaolin Hu 18 3 0 28 Feb 2019
Slimmable Neural Networks Jiahui Yu L. Yang N. Xu Jianchao Yang Thomas Huang 95 559 0 21 Dec 2018
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 197 202 0 29 Nov 2018
Efficient Video Understanding via Layered Multi Frame-Rate Analysis Ziyao Tang Y. Lu T. Javidi 24 0 0 24 Nov 2018