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SkipNet: Learning Dynamic Routing in Convolutional Networks

26 November 2017

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

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Title
Consistency Training of Multi-exit Architectures for Sensor Data Aaqib Saeed 27 1 0 27 Sep 2021
Partial to Whole Knowledge Distillation: Progressive Distilling Decomposed Knowledge Boosts Student Better Xuanyang Zhang Xinming Zhang Jian Sun 54 1 0 26 Sep 2021
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Prioritized Subnet Sampling for Resource-Adaptive Supernet Training Bohong Chen Mingbao Lin Rongrong Ji Liujuan Cao 34 2 0 12 Sep 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 102 18 0 30 Aug 2021
Dynamic Network Quantization for Efficient Video Inference Ximeng Sun Yikang Shen Chun-Fu Chen A. Oliva Rogerio Feris Kate Saenko 89 46 0 23 Aug 2021
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies Thomas Verelst Tinne Tuytelaars OffRL 40 16 0 20 Aug 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Boddeti 152 118 0 19 Aug 2021
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices Marina Neseem Sherief Reda ObjD 47 4 0 16 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 76 81 0 12 Aug 2021
On the Effect of Pruning on Adversarial Robustness Artur Jordão Hélio Pedrini AAML 111 23 0 10 Aug 2021
Rapid Elastic Architecture Search under Specialized Classes and Resource Constraints Jing Liu Bohan Zhuang Mingkui Tan Xu Liu Dinh Q. Phung Yuanqing Li Jianfei Cai 52 0 0 03 Aug 2021
End-To-End Data-Dependent Routing in Multi-Path Neural Networks Dumindu Tissera Rukshan Wijesinghe Kasun Vithanage A. Xavier Subha Fernando Ranga Rodrigo MoE 47 0 0 06 Jul 2021
IA-RED $^2$ : Interpretability-Aware Redundancy Reduction for Vision Transformers Bowen Pan Yikang Shen Yi Ding Zhangyang Wang Rogerio Feris A. Oliva VLM ViT 126 165 0 23 Jun 2021
Graceful Degradation and Related Fields J. Dymond 77 4 0 21 Jun 2021
Collaborative Training of Acoustic Encoders for Speech Recognition Varun K. Nagaraja Yangyang Shi Ganesh Venkatesh Ozlem Kalinli M. Seltzer Vikas Chandra 86 12 0 16 Jun 2021
Zero Time Waste: Recycling Predictions in Early Exit Neural Networks Maciej Wołczyk Bartosz Wójcik Klaudia Bałazy Igor T. Podolak Jacek Tabor Marek Śmieja Tomasz Trzciñski AI4CE 72 51 0 09 Jun 2021
Adaptive Inference through Early-Exit Networks: Design, Challenges and Directions Stefanos Laskaridis Alexandros Kouris Nicholas D. Lane TPM 115 121 0 09 Jun 2021
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning Hussein Hazimeh Zhe Zhao Aakanksha Chowdhery M. Sathiamoorthy Yihua Chen Rahul Mazumder Lichan Hong Ed H. Chi MoE 183 145 0 07 Jun 2021
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 131 48 0 07 Jun 2021
Multi-Exit Semantic Segmentation Networks Alexandros Kouris Stylianos I. Venieris Stefanos Laskaridis Nicholas D. Lane 78 30 0 07 Jun 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation Hui Jiang Chulun Zhou Fandong Meng Biao Zhang Jie Zhou Degen Huang Qingqiang Wu Jinsong Su 55 23 0 01 Jun 2021
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition Yulin Wang Rui Huang S. Song Zeyi Huang Gao Huang ViT 98 194 0 31 May 2021
CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network Jinyang Guo Dong Xu Guo Lu 40 9 0 26 May 2021
Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 73 35 0 19 May 2021
Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks Dequan Wang An Ju Evan Shelhamer David Wagner Trevor Darrell AAML 119 27 0 18 May 2021
AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition Yikang Shen Chun-Fu Chen Quanfu Fan Ximeng Sun Kate Saenko A. Oliva Rogerio Feris 97 50 0 11 May 2021
AppealNet: An Efficient and Highly-Accurate Edge/Cloud Collaborative Architecture for DNN Inference Min Li Yu Li Ye Tian Li Jiang Qiang Xu 83 35 0 10 May 2021
BasisNet: Two-stage Model Synthesis for Efficient Inference Ruotong Wang Chun-Te Chu A. Zhmoginov Andrew G. Howard Brendan Jou Yukun Zhu Li Zhang R. Hwa Adriana Kovashka 3DH 77 7 0 07 May 2021
MOOD: Multi-level Out-of-distribution Detection Ziqian Lin Sreya . Dutta Roy Yixuan Li OODD 110 114 0 30 Apr 2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition Amir Ghodrati B. Bejnordi A. Habibian 142 81 0 27 Apr 2021
InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks Yonggan Fu Zhongzhi Yu Yongan Zhang Yi Ding Chaojian Li Yongyuan Liang Mingchao Jiang Zhangyang Wang Yingyan Lin 92 3 0 22 Apr 2021
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition Zejia Weng Zuxuan Wu Hengduo Li Jingjing Chen Yu-Gang Jiang 71 4 0 20 Apr 2021
Consistent Accelerated Inference via Confident Adaptive Transformers Tal Schuster Adam Fisch Tommi Jaakkola Regina Barzilay AI4TS 255 73 0 18 Apr 2021
Lite-HRNet: A Lightweight High-Resolution Network Changqian Yu Bin Xiao Changxin Gao Lu Yuan Lei Zhang Nong Sang Jingdong Wang 3DH 82 289 0 13 Apr 2021
Anytime Dense Prediction with Confidence Adaptivity Zhuang Liu Zhiqiu Xu H. Wang Trevor Darrell Evan Shelhamer 70 20 0 01 Apr 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events Li Xu He Huang Jun Liu ViT LRM 112 88 0 29 Mar 2021
Dynamic Slimmable Network Changlin Li Guangrun Wang Bing Wang Xiaodan Liang Zhihui Li Xiaojun Chang 91 145 0 24 Mar 2021
Shift-and-Balance Attention Chunjie Luo Jianfeng Zhan Tianshu Hao Lei Wang Wanling Gao 40 1 0 24 Mar 2021
Teachers Do More Than Teach: Compressing Image-to-Image Models Qing Jin Jian Ren Oliver J. Woodford Jiazhuo Wang Geng Yuan Yanzhi Wang Sergey Tulyakov 78 56 0 05 Mar 2021
E $^2$ CM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning Alperen Görmez Venkateswara Dasari Erdem Koyuncu 35 7 0 01 Mar 2021
Embedded Knowledge Distillation in Depth-Level Dynamic Neural Network Qi Zhao Shuchang Lyu Zhiwei Zhang Ting-Bing Xu Guangliang Cheng 33 2 0 01 Mar 2021
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search Niv Nayman Y. Aflalo Asaf Noy Lihi Zelnik-Manor 84 33 0 23 Feb 2021
VA-RED $^2$ : Video Adaptive Redundancy Reduction Bowen Pan Yikang Shen Camilo Luciano Fosco Chung-Ching Lin A. Andonian Yue Meng Kate Saenko A. Oliva Rogerio Feris 77 19 0 15 Feb 2021
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition Yue Meng Yikang Shen Chung-Ching Lin P. Sattigeri Leonid Karlinsky Kate Saenko A. Oliva Rogerio Feris 167 63 0 10 Feb 2021
Dynamic Neural Networks: A Survey Yizeng Han Gao Huang Shiji Song Le Yang Honghui Wang Yulin Wang 3DH AI4TS AI4CE 130 658 0 09 Feb 2021
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach Jiawei Shao Yuyi Mao Jun Zhang 97 221 0 08 Feb 2021
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding Siyu Liao Chunhua Deng Miao Yin Bo Yuan AI4TS 53 7 0 08 Feb 2021
CNN with large memory layers R. Karimov Yury Malkov Karim Iskakov Victor Lempitsky 39 0 0 27 Jan 2021
Accelerating Deep Learning Inference via Learned Caches Arjun Balasubramanian Adarsh Kumar Yuhan Liu Han Cao Shivaram Venkataraman Aditya Akella 64 19 0 18 Jan 2021