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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
T-RECX: Tiny-Resource Efficient Convolutional neural networks with early-eXit N. Ghanathe Steve Wilton 89 10 0 14 Jul 2022
SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision Danna Xue Feiyu Yang Pei Wang Luis Herranz Jinqiu Sun Yu Zhu Yanning Zhang UQCV 75 6 0 13 Jul 2022
Efficient Human Vision Inspired Action Recognition using Adaptive Spatiotemporal Sampling Khoi-Nguyen C. Mac Minh Do Minh Vo TTA 105 2 0 12 Jul 2022
Pruning Early Exit Networks Alperen Görmez Erdem Koyuncu 43 5 0 08 Jul 2022
Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural Networks Yongming Rao Zuyan Liu Wenliang Zhao Jie Zhou Jiwen Lu ViT 86 38 0 04 Jul 2022
SCAI: A Spectral data Classification framework with Adaptive Inference for the IoT platform Yundong Sun Dongjie Zhu Haiwen Du Yansong Wang Zhaoshuo Tian 80 0 0 24 Jun 2022
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation Hyunsu Rhee Dong Min Sun-Kyoo Hwang Bruno Andreis Sung Ju Hwang 116 1 0 20 Jun 2022
SATBench: Benchmarking the speed-accuracy tradeoff in object recognition by humans and dynamic neural networks Ajay Subramanian Sara A. Price Omkar Kumbhar E. Sizikova N. Majaj D. Pelli 52 1 0 16 Jun 2022
Switchable Representation Learning Framework with Self-compatibility Shengsen Wu Yan Bai Yihang Lou Xiongkun Linghu Jianzhong He Ling-yu Duan 96 1 0 16 Jun 2022
Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness Tianlong Chen Huan Zhang Zhenyu Zhang Shiyu Chang Sijia Liu Pin-Yu Chen Zhangyang Wang AAML 63 11 0 15 Jun 2022
Can pruning improve certified robustness of neural networks? Zhangheng Li Tianlong Chen Linyi Li Yue Liu Zhangyang Wang AAML 108 13 0 15 Jun 2022
Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference Xiangjie Li Chen Lou Zhengping Zhu Yuchi Chen Yingtao Shen Yehan Ma An Zou 62 25 0 09 Jun 2022
Localizing Semantic Patches for Accelerating Image Classification Chuanguang Yang Zhulin An Yongjun Xu SSeg 36 2 0 07 Jun 2022
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks Y. Fu Haichuan Yang Jiayi Yuan Meng Li Cheng Wan Raghuraman Krishnamoorthi Vikas Chandra Yingyan Lin 130 19 0 02 Jun 2022
Dynamic Split Computing for Efficient Deep Edge Intelligence Arian Bakhtiarnia Nemanja Milošević Qi Zhang Dragana Bajović Alexandros Iosifidis 58 28 0 23 May 2022
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection Mingyu Yang Yu Chen Hun-Seok Kim 87 28 0 12 May 2022
Automatic Block-wise Pruning with Auxiliary Gating Structures for Deep Convolutional Neural Networks Zhaofeng Si H. Qi Xiaoyu Song CVBM 85 0 0 07 May 2022
A Closer Look at Branch Classifiers of Multi-exit Architectures Shaohui Lin Bo Ji Rongrong Ji Angela Yao 57 4 0 28 Apr 2022
CONTINUER: Maintaining Distributed DNN Services During Edge Failures A. Majeed Peter Kilpatrick I. Spence Blesson Varghese 25 1 0 25 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 114 115 0 25 Apr 2022
Dynamic Multimodal Fusion Zihui Xue R. Marculescu 118 53 0 31 Mar 2022
NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models Simin Chen Zihe Song Mirazul Haque Cong Liu Wei Yang 66 42 0 29 Mar 2022
A Fast and Efficient Conditional Learning for Tunable Trade-Off between Accuracy and Robustness Souvik Kundu Sairam Sundaresan Massoud Pedram Peter A. Beerel AAML 36 1 0 28 Mar 2022
Controllable Dynamic Multi-Task Architectures Dripta S. Raychaudhuri Yumin Suh S. Schulter Xiang Yu M. Faraki Amit K. Roy-Chowdhury Manmohan Chandraker 80 33 0 28 Mar 2022
Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization Junyuan Hong Haotao Wang Zhangyang Wang Jiayu Zhou FedML 61 57 0 18 Mar 2022
LDP: Learnable Dynamic Precision for Efficient Deep Neural Network Training and Inference Zhongzhi Yu Y. Fu Shang Wu Mengquan Li Haoran You Yingyan Lin 53 1 0 15 Mar 2022
Dynamic Instance Domain Adaptation Zhongying Deng Kaiyang Zhou Da Li Junjun He Yi-Zhe Song Tao Xiang OOD 97 33 0 09 Mar 2022
Dynamic ConvNets on Tiny Devices via Nested Sparsity Matteo Grimaldi Luca Mocerino A. Cipolletta A. Calimera 90 6 0 07 Mar 2022
Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations Youwei Liang Chongjian Ge Zhan Tong Yibing Song Jue Wang P. Xie ViT 81 255 0 16 Feb 2022
EREBA: Black-box Energy Testing of Adaptive Neural Networks Mirazul Haque Yaswanth Yadlapalli Wei Yang Cong Liu AAML 51 11 0 12 Feb 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 44 1 0 10 Feb 2022
On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections Mohammadreza Soltani Suya Wu Yuerong Li Jie Ding Vahid Tarokh 3DPC 41 0 0 26 Jan 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 145 50 0 09 Jan 2022
MIA-Former: Efficient and Robust Vision Transformers via Multi-grained Input-Adaptation Zhongzhi Yu Y. Fu Sicheng Li Chaojian Li Yingyan Lin ViT 76 19 0 21 Dec 2021
Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting Minghai Qin Tianyun Zhang Fei Sun Yen-kuang Chen M. Fardad Yanzhi Wang Yuan Xie 91 0 0 21 Dec 2021
AdaViT: Adaptive Tokens for Efficient Vision Transformer Hongxu Yin Arash Vahdat J. Álvarez Arun Mallya Jan Kautz Pavlo Molchanov ViT 140 342 0 14 Dec 2021
Learning Instance and Task-Aware Dynamic Kernels for Few Shot Learning Rongkai Ma Pengfei Fang Gilat Avraham Yan Zuo Tianyu Zhu Tom Drummond Mehrtash Harandi VLM 49 13 0 07 Dec 2021
Boosting Mobile CNN Inference through Semantic Memory Yun Li Chen Zhang S. Han Li Zhang B. Yin Yunxin Liu Mengwei Xu ObjD 82 16 0 05 Dec 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data Samarth Mishra Yikang Shen Cheng Perng Phoo Chun-Fu Chen Leonid Karlinsky Kate Saenko Venkatesh Saligrama Rogerio Feris 106 38 0 30 Nov 2021
AdaViT: Adaptive Vision Transformers for Efficient Image Recognition Lingchen Meng Hengduo Li Bor-Chun Chen Shiyi Lan Zuxuan Wu Yu-Gang Jiang Ser-Nam Lim ViT 91 241 0 30 Nov 2021
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation John Yang Yash Bhalgat Simyung Chang Fatih Porikli Nojun Kwak 3DH 48 6 0 11 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Leilei Gan Jingren Zhou Hongxia Yang 147 103 0 11 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 203 84 0 08 Nov 2021
EBJR: Energy-Based Joint Reasoning for Adaptive Inference Mohammad Akbari Amin Banitalebi-Dehkordi Yong Zhang BDL MQ 77 7 0 20 Oct 2021
When in Doubt, Summon the Titans: Efficient Inference with Large Models A. S. Rawat Manzil Zaheer A. Menon Amr Ahmed Sanjiv Kumar 33 7 0 19 Oct 2021
Dynamic Slimmable Denoising Network Zutao Jiang Changlin Li Xiaojun Chang Jihua Zhu Yi Yang AI4CE 26 16 0 17 Oct 2021
Improving Transformers with Probabilistic Attention Keys Tam Nguyen T. Nguyen Dung D. Le Duy Khuong Nguyen Viet-Anh Tran Richard G. Baraniuk Nhat Ho Stanley J. Osher 129 33 0 16 Oct 2021
TAda! Temporally-Adaptive Convolutions for Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Mingqian Tang Ziwei Liu M. Ang 138 49 0 12 Oct 2021
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control Mingyu Yang Hun-Seok Kim 83 106 0 09 Oct 2021
Fingerprinting Multi-exit Deep Neural Network Models via Inference Time Tian Dong Han Qiu Tianwei Zhang Jiwei Li Hewu Li Jialiang Lu AAML 74 8 0 07 Oct 2021