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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
Enhancing the "Immunity" of Mixture-of-Experts Networks for Adversarial Defense Qiao Han yong huang Xinling Guo Yiteng Zhai Yu Qin Yao Yang AAML 107 1 0 29 Feb 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization Deng Li Aming Wu Yaowei Wang Yahong Han OOD VLM 132 10 0 28 Feb 2024
Conditional Information Gain Trellis Ufuk Can Biçici Tuna Han Salih Meral L. Akarun 38 2 0 13 Feb 2024
Successive Refinement in Large-Scale Computation: Advancing Model Inference Applications H. Esfahanizadeh Alejandro Cohen S. Shamai Muriel Médard 59 1 0 11 Feb 2024
Savvy: Trustworthy Autonomous Vehicles Architecture Ali Shoker Rehana Yasmin Paulo Esteves-Verissimo 69 0 0 08 Feb 2024
EERO: Early Exit with Reject Option for Efficient Classification with limited budget Florian Valade Mohamed Hebiri Paul Gay 46 2 0 06 Feb 2024
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts Anastasis Kratsios Haitz Sáez de Ocáriz Borde Takashi Furuya Marc T. Law MoE 147 1 0 05 Feb 2024
Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder Nana Li Alexandros Iosifidis Qi Zhang 61 2 0 19 Jan 2024
Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices Lei Xun Jonathon S. Hare G. Merrett 67 0 0 17 Jan 2024
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition Youbing Hu Yun Cheng Anqi Lu Zhiqiang Cao Dawei Wei Jie Liu Zhijun Li ViT 49 6 0 08 Jan 2024
Retraining-free Model Quantization via One-Shot Weight-Coupling Learning Chen Tang Yuan Meng Jiacheng Jiang Shuzhao Xie Rongwei Lu Xinzhu Ma Zhi Wang Wenwu Zhu MQ 66 11 0 03 Jan 2024
Adaptive Depth Networks with Skippable Sub-Paths Woochul Kang 67 1 0 27 Dec 2023
Learning Online Policies for Person Tracking in Multi-View Environments Keivan Nalaie Rong Zheng 60 1 0 26 Dec 2023
Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth Routing Jinmin He Kai Li Yifan Zang Haobo Fu Qiang Fu Junliang Xing Jian Cheng MoE 85 5 0 22 Dec 2023
No-Skim: Towards Efficiency Robustness Evaluation on Skimming-based Language Models Sheng Zhang Mi Zhang Xudong Pan Min Yang 47 1 0 15 Dec 2023
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving Yinwei Dai Rui Pan Anand Iyer Kai Li Ravi Netravali 55 8 0 08 Dec 2023
Green Edge AI: A Contemporary Survey Yuyi Mao X. Yu Kaibin Huang Ying-Jun Angela Zhang Jun Zhang 127 21 0 01 Dec 2023
Learning to Skip for Language Modeling Dewen Zeng Nan Du Tao Wang Yuanzhong Xu Tao Lei Zhifeng Chen Claire Cui 66 12 0 26 Nov 2023
ECLM: Efficient Edge-Cloud Collaborative Learning with Continuous Environment Adaptation Zhuang Yan Zhenzhe Zheng Yunfeng Shao Bingshuai Li Fan Wu Guihai Chen 69 5 0 18 Nov 2023
USDC: Unified Static and Dynamic Compression for Visual Transformer Huan Yuan Chao Liao Jianchao Tan Peng Yao Jiyuan Jia Bin Chen Chengru Song Di Zhang ViT 29 0 0 17 Oct 2023
Dynamic Shuffle: An Efficient Channel Mixture Method Kaijun Gong Zhuowen Yin Yushu Li K. Guo Xiangmin Xu 75 0 0 04 Oct 2023
SlowFormer: Universal Adversarial Patch for Attack on Compute and Energy Efficiency of Inference Efficient Vision Transformers K. Navaneet Soroush Abbasi Koohpayegani Essam Sleiman Hamed Pirsiavash AAML ViT 55 3 0 04 Oct 2023
DNNShifter: An Efficient DNN Pruning System for Edge Computing Bailey J. Eccles Philip Rodgers Peter Kilpatrick I. Spence Blesson Varghese 57 17 0 13 Sep 2023
MTD: Multi-Timestep Detector for Delayed Streaming Perception Yihui Huang Ningjiang Chen 90 1 0 13 Sep 2023
Dynamic Frame Interpolation in Wavelet Domain Lingtong Kong Boyuan Jiang Donghao Luo Wenqing Chu Ying Tai Chengjie Wang Jie Yang 60 3 0 07 Sep 2023
ScrollNet: Dynamic Weight Importance for Continual Learning Fei Yang Kai Wang Joost van de Weijer 64 5 0 31 Aug 2023
Latency-aware Unified Dynamic Networks for Efficient Image Recognition Yizeng Han Zeyu Liu Zhihang Yuan Yifan Pu Chaofei Wang Shiji Song Gao Huang 104 23 0 30 Aug 2023
Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints Wenxing Xu Yuanchun Li Jiacheng Liu Yiyou Sun Zhengyang Cao Yixuan Li Hao Wen Yunxin Liu 96 1 0 29 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 130 20 0 27 Aug 2023
Eventful Transformers: Leveraging Temporal Redundancy in Vision Transformers Matthew Dutson Yin Li M. Gupta ViT 85 10 0 25 Aug 2023
HashReID: Dynamic Network with Binary Codes for Efficient Person Re-identification Kshitij Nikhal Yujunrong Ma Shuvra S. Bhattacharyya B. Riggan 69 3 0 23 Aug 2023
Dynamic Neural Network is All You Need: Understanding the Robustness of Dynamic Mechanisms in Neural Networks Mirazul Haque Wei Yang AAML 45 2 0 17 Aug 2023
Dynamic Low-Rank Instance Adaptation for Universal Neural Image Compression Yue Lv Jin-Peng Xiang Jun Zhang Wenming Yang Xiao Han Wei Yang 77 14 0 15 Aug 2023
Temporally-Adaptive Models for Efficient Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Yingya Zhang Ziwei Liu Marcelo H. Ang 71 10 0 10 Aug 2023
Gated Driver Attention Predictor Tianci Zhao Xue Bai Jianwu Fang Jianru Xue 75 2 0 01 Aug 2023
DPBERT: Efficient Inference for BERT based on Dynamic Planning Weixin Wu H. Zhuo 16 0 0 26 Jul 2023
DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization Simin Chen Shiyi Wei Cong Liu Wei Yang 63 6 0 11 Jul 2023
Dynamic Path-Controllable Deep Unfolding Network for Compressive Sensing Jie Song Bin Chen Jian Zhang 64 51 0 28 Jun 2023
Dynamic Perceiver for Efficient Visual Recognition Yizeng Han Dongchen Han Zeyu Liu Yulin Wang Xuran Pan Yifan Pu Chaorui Deng Junlan Feng S. Song Gao Huang 108 30 0 20 Jun 2023
How Sparse Can We Prune A Deep Network: A Fundamental Limit Viewpoint Qiaozhe Zhang Rui-qi Zhang Jun Sun Yingzhuang Liu 44 4 0 09 Jun 2023
Referring Expression Comprehension Using Language Adaptive Inference Wei Su Peihan Miao Huanzhang Dou Yongjian Fu Xi Li ObjD 62 20 0 06 Jun 2023
MetaGait: Learning to Learn an Omni Sample Adaptive Representation for Gait Recognition Huanzhang Dou Pengyi Zhang Wei Su Yunlong Yu Xi Li CVBM 83 32 0 06 Jun 2023
Revisiting the Trade-off between Accuracy and Robustness via Weight Distribution of Filters Xingxing Wei Shiji Zhao Bo li AAML 112 7 0 06 Jun 2023
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search Shibal Ibrahim Wenyu Chen Hussein Hazimeh Natalia Ponomareva Zhe Zhao Rahul Mazumder MoE 397 3 0 05 Jun 2023
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML M. Deutel G. Kontes Christopher Mutschler Jürgen Teich 204 0 0 23 May 2023
TIPS: Topologically Important Path Sampling for Anytime Neural Networks Guihong Li Kartikeya Bhardwaj Yuedong Yang R. Marculescu AAML 107 0 0 13 May 2023
Multi-object Video Generation from Single Frame Layouts Yang Wu Zhi-Bin Liu Hefeng Wu Liang Lin 128 3 0 06 May 2023
AsConvSR: Fast and Lightweight Super-Resolution Network with Assembled Convolutions Jiaming Guo X. Zou Yu-Yi Chen Yi Liu Jia Hao Jianzhuang Liu Youliang Yan SupR 114 10 0 05 May 2023
AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning Marina Neseem Ahmed A. Agiza Sherief Reda 70 7 0 17 Apr 2023
Out-of-distribution Few-shot Learning For Edge Devices without Model Fine-tuning Xinyun Zhang Lanqing Hong OODD 90 0 0 13 Apr 2023