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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
DynamicDet: A Unified Dynamic Architecture for Object Detection Zhi-Hao Lin Yongtao Wang Jinhe Zhang Xiaojie Chu ObjD 80 31 0 12 Apr 2023
Revisiting Single-gated Mixtures of Experts Amelie Royer I. Karmanov Andrii Skliar B. Bejnordi Tijmen Blankevoort MoE MoMe 71 6 0 11 Apr 2023
SEENN: Towards Temporal Spiking Early-Exit Neural Networks Yuhang Li Tamar Geller Youngeun Kim Priyadarshini Panda 98 41 0 02 Apr 2023
Progressive Channel-Shrinking Network Jianhong Pan Siyuan Yang Lin Geng Foo Qiuhong Ke Hossein Rahmani Zhipeng Fan Jing Liu 34 1 0 01 Apr 2023
GradMDM: Adversarial Attack on Dynamic Networks Jianhong Pan Lin Geng Foo Qichen Zheng Zhipeng Fan Hossein Rahmani Qiuhong Ke Jing Liu AAML 75 7 0 01 Apr 2023
System-status-aware Adaptive Network for Online Streaming Video Understanding Lin Geng Foo Jia Gong Zhipeng Fan Jing Liu AI4TS 73 15 0 28 Mar 2023
$Δ$ -Patching: A Framework for Rapid Adaptation of Pre-trained Convolutional Networks without Base Performance Loss Chaitanya Devaguptapu Samarth Sinha K. J. Joseph V. Balasubramanian Animesh Garg 111 1 0 26 Mar 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 96 71 0 17 Mar 2023
SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference Boren Hu Yun Zhu Jiacheng Li Siliang Tang 58 9 0 16 Mar 2023
DynaMask: Dynamic Mask Selection for Instance Segmentation Ruihuang Li Chenhang He Shuai Li Yabin Zhang Lei Zhang ISeg 58 18 0 14 Mar 2023
Adaptive Rotated Convolution for Rotated Object Detection Yifan Pu Yiru Wang Zhuofan Xia Yizeng Han Yulin Wang Weihao Gan Zidong Wang S. Song Gao Huang 92 83 0 14 Mar 2023
I3D: Transformer architectures with input-dependent dynamic depth for speech recognition Yifan Peng Jaesong Lee Shinji Watanabe 67 25 0 14 Mar 2023
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments Hao Wen Yuanchun Li Zunshuai Zhang Shiqi Jiang Xiaozhou Ye Ouyang Ye Yaqin Zhang Yunxin Liu 137 33 0 13 Mar 2023
Efficient Transformer-based 3D Object Detection with Dynamic Token Halting Mao Ye Gregory P. Meyer Yuning Chai Qiang Liu 71 9 0 09 Mar 2023
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks Jialai Wang Ziyuan Zhang Meiqi Wang Han Qiu Tianwei Zhang Qi Li Zongpeng Li Tao Wei Chao Zhang AAML 84 22 0 27 Feb 2023
Towards Fairer and More Efficient Federated Learning via Multidimensional Personalized Edge Models Yingchun Wang Jingcai Guo Jie Zhang Song Guo Weizhan Zhang Qinghua Zheng FedML 106 11 0 09 Feb 2023
Data Quality-aware Mixed-precision Quantization via Hybrid Reinforcement Learning Yingchun Wang Jingcai Guo Song Guo Weizhan Zhang MQ 75 21 0 09 Feb 2023
Towards energy-efficient Deep Learning: An overview of energy-efficient approaches along the Deep Learning Lifecycle Vanessa Mehlin Sigurd Schacht Carsten Lanquillon HAI MedIm 127 20 0 05 Feb 2023
Unifying Synergies between Self-supervised Learning and Dynamic Computation Tarun Krishna Ayush K. Rai Alexandru Drimbarean Eric Arazo Paul Albert Alan F. Smeaton Kevin McGuinness Noel E. O'Connor 80 0 0 22 Jan 2023
Dynamic Grained Encoder for Vision Transformers Lin Song Songyang Zhang Songtao Liu Zeming Li Xuming He Hongbin Sun Jian Sun Nanning Zheng ViT 82 34 0 10 Jan 2023
Dynamically Modular and Sparse General Continual Learning Arnav Varma Elahe Arani Bahram Zonooz 35 1 0 02 Jan 2023
Sparse Mixture Once-for-all Adversarial Training for Efficient In-Situ Trade-Off Between Accuracy and Robustness of DNNs Souvik Kundu Sairam Sundaresan S. N. Sridhar Shunlin Lu Han Tang Peter A. Beerel AAML MoE 103 4 0 27 Dec 2022
QuickNets: Saving Training and Preventing Overconfidence in Early-Exit Neural Architectures Devdhar Patel H. Siegelmann OnRL 78 1 0 25 Dec 2022
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference Hai Wu Ruifei He Hao Hao Tan Xiaojuan Qi Kaibin Huang MQ 79 2 0 10 Dec 2022
DREAM: A Dynamic Scheduler for Dynamic Real-time Multi-model ML Workloads Seah Kim Hyoukjun Kwon Jinook Song Jihyuck Jo Yu-Hsin Chen Liangzhen Lai Vikas Chandra AI4TS 67 11 0 07 Dec 2022
Vision Transformer Computation and Resilience for Dynamic Inference Kavya Sreedhar Jason Clemons Rangharajan Venkatesan S. Keckler M. Horowitz 73 2 0 06 Dec 2022
Understanding the Robustness of Multi-Exit Models under Common Corruptions Akshay Mehra Skyler Seto Navdeep Jaitly B. Theobald AAML 81 4 0 03 Dec 2022
Boosted Dynamic Neural Networks Haichao Yu Haoxiang Li G. Hua Gao Huang Humphrey Shi 96 8 0 30 Nov 2022
Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing Kunjal Panchal Sunav Choudhary Nisarg Parikh Lijun Zhang Hui Guan 120 5 0 28 Nov 2022
Latent Iterative Refinement for Modular Source Separation Dimitrios Bralios Efthymios Tzinis Gordon Wichern Paris Smaragdis Jonathan Le Roux BDL 60 5 0 22 Nov 2022
Path Independent Equilibrium Models Can Better Exploit Test-Time Computation Cem Anil Ashwini Pokle Kaiqu Liang Johannes Treutlein Yuhuai Wu Shaojie Bai Zico Kolter Roger C. Grosse 60 17 0 18 Nov 2022
Dual Complementary Dynamic Convolution for Image Recognition Longbin Yan Yunxiao Qin Shumin Liu Jie Chen 69 0 0 11 Nov 2022
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning Yang Zhou Yuda Song Hui Qian Xin Du VLM 65 1 0 10 Nov 2022
Salient Object Detection via Dynamic Scale Routing Zhenyu Wu Shuai Li Chenglizhao Chen Hong Qin Aimin Hao 65 21 0 25 Oct 2022
Dynamics-aware Adversarial Attack of Adaptive Neural Networks An Tao Yueqi Duan Yingqi Wang Jiwen Lu Jie Zhou AAML 82 5 0 15 Oct 2022
Neural Routing in Meta Learning Jicang Cai Saeed Vahidian Weijia Wang M. Joneidi Bill Lin 56 0 0 14 Oct 2022
Latency-aware Spatial-wise Dynamic Networks Yizeng Han Zhihang Yuan Yifan Pu Chenhao Xue S. Song Guangyu Sun Gao Huang 92 25 0 12 Oct 2022
DeepPerform: An Efficient Approach for Performance Testing of Resource-Constrained Neural Networks Simin Chen Mirazul Haque Cong Liu Wei Yang 110 22 0 10 Oct 2022
LLMEffiChecker: Understanding and Testing Efficiency Degradation of Large Language Models Simin Chen Cong Liu Mirazul Haque Wei Yang 89 24 0 07 Oct 2022
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 254 646 0 07 Oct 2022
Fluid Batching: Exit-Aware Preemptive Serving of Early-Exit Neural Networks on Edge NPUs Alexandros Kouris Stylianos I. Venieris Stefanos Laskaridis Nicholas D. Lane 97 8 0 27 Sep 2022
Diversified Dynamic Routing for Vision Tasks Botos Csaba Adel Bibi Yanwei Li Philip Torr Ser-Nam Lim MoE 105 0 0 26 Sep 2022
Learning to Weight Samples for Dynamic Early-exiting Networks Yizeng Han Yifan Pu Zihang Lai Chaofei Wang S. Song Junfen Cao Wenhui Huang Chao Deng Gao Huang 121 57 0 17 Sep 2022
Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition Tianjiao Li Lin Geng Foo Qiuhong Ke Hossein Rahmani Anran Wang Jinghua Wang Jing Liu 81 23 0 03 Sep 2022
Orloj: Predictably Serving Unpredictable DNNs Peifeng Yu Yuqing Qiu Xin Jin Mosharaf Chowdhury 35 1 0 31 Aug 2022
Context-Aware Streaming Perception in Dynamic Environments Gur-Eyal Sela Ionel Gog J. Wong Kumar Krishna Agrawal Xiangxi Mo ... Eric Leong Xin Wang Bharathan Balaji Joseph E. Gonzalez Ion Stoica 78 10 0 16 Aug 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 154 21 0 26 Jul 2022
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection Jinrong Yang Lin Song Songtao Liu Weixin Mao Zeming Li Xiaoping Li Hongbin Sun Jian‐Yuan Sun Nanning Zheng 3DPC 143 27 0 22 Jul 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke Jing Liu 66 15 0 20 Jul 2022
Confident Adaptive Language Modeling Tal Schuster Adam Fisch Jai Gupta Mostafa Dehghani Dara Bahri Vinh Q. Tran Yi Tay Donald Metzler 151 170 0 14 Jul 2022