SkipNet: Learning Dynamic Routing in Convolutional Networks

26 November 2017

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

50 / 92 papers shown

Title
Hierarchical Sparse Attention Framework for Computationally Efficient Classification of Biological Cells Elad Yoshai Dana Yagoda-Aharoni Eden Dotan N. Shaked 18 0 0 12 May 2025
ORXE: Orchestrating Experts for Dynamically Configurable Efficiency Qingyuan Wang Guoxin Wang B. Cardiff Deepu John 38 0 0 07 May 2025
Legilimens: Performant Video Analytics on the System-on-Chip Edge M. Ramanujam Yinwei Dai Kyle Jamieson Ravi Netravali 75 0 0 29 Apr 2025
DYNAMAX: Dynamic computing for Transformers and Mamba based architectures Miguel Nogales Matteo Gambella Manuel Roveri 56 0 0 29 Apr 2025
DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Hao Luo Yibing Song Gao Huang Fan Wang Yang You 66 0 0 09 Apr 2025
Learning to Inference Adaptively for Multimodal Large Language Models Zhuoyan Xu Khoi Duc Nguyen Preeti Mukherjee Saurabh Bagchi Somali Chaterji Yingyu Liang Yin Li LRM 42 1 0 13 Mar 2025
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions Jingyu Zhang Yilei Wang Lang Qian Peng Sun Zengwen Li Sudong Jiang Maolin Liu Liang Song 97 1 0 14 Dec 2024
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model Grzegorz Stefański P. Daniluk Artur Szumaczuk Jakub Tkaczuk 21 0 0 04 Oct 2024
AFter: Attention-based Fusion Router for RGBT Tracking Andong Lu Wanyu Wang Chenglong Li Jin Tang Bin Luo 52 5 0 04 May 2024
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 29 2 0 26 Mar 2024
Exploring Dynamic Transformer for Efficient Object Tracking Jiawen Zhu Xin Chen Haiwen Diao Shuai Li Jun-Yan He Chenyang Li Bin Luo Dong Wang Huchuan Lu 41 2 0 26 Mar 2024
Better Schedules for Low Precision Training of Deep Neural Networks Cameron R. Wolfe Anastasios Kyrillidis 40 1 0 04 Mar 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 41 1 0 05 Feb 2024
Adaptive Depth Networks with Skippable Sub-Paths Woochul Kang 28 1 0 27 Dec 2023
Learning Online Policies for Person Tracking in Multi-View Environments Keivan Nalaie Rong Zheng 21 1 0 26 Dec 2023
MetaGait: Learning to Learn an Omni Sample Adaptive Representation for Gait Recognition Huanzhang Dou Pengyi Zhang Wei Su Yunlong Yu Xi Li CVBM 26 31 0 06 Jun 2023
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML M. Deutel G. Kontes Christopher Mutschler Jürgen Teich 39 0 0 23 May 2023
TIPS: Topologically Important Path Sampling for Anytime Neural Networks Guihong Li Kartikeya Bhardwaj Yuedong Yang R. Marculescu AAML 28 0 0 13 May 2023
Out-of-distribution Few-shot Learning For Edge Devices without Model Fine-tuning Xinyun Zhang Lanqing Hong OODD 33 0 0 13 Apr 2023
DynamicDet: A Unified Dynamic Architecture for Object Detection Zhi-Hao Lin Yongtao Wang Jinhe Zhang Xiaojie Chu ObjD 21 30 0 12 Apr 2023
Revisiting Single-gated Mixtures of Experts Amelie Royer I. Karmanov Andrii Skliar B. Bejnordi Tijmen Blankevoort MoE MoMe 16 6 0 11 Apr 2023
System-status-aware Adaptive Network for Online Streaming Video Understanding Lin Geng Foo Jia Gong Zhipeng Fan J. Liu AI4TS 27 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 60 1 0 26 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 15 76 0 14 Mar 2023
I3D: Transformer architectures with input-dependent dynamic depth for speech recognition Yifan Peng Jaesong Lee Shinji Watanabe 22 19 0 14 Mar 2023
Efficient Transformer-based 3D Object Detection with Dynamic Token Halting Mao Ye Gregory P. Meyer Yuning Chai Qiang Liu 32 8 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 17 20 0 27 Feb 2023
Dynamic Grained Encoder for Vision Transformers Lin Song Songyang Zhang Songtao Liu Zeming Li Xuming He Hongbin Sun Jian-jun Sun Nanning Zheng ViT 21 34 0 10 Jan 2023
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference Hai Wu Ruifei He Hao Hao Tan Xiaojuan Qi Kaibin Huang MQ 19 2 0 10 Dec 2022
Vision Transformer Computation and Resilience for Dynamic Inference Kavya Sreedhar Jason Clemons Rangharajan Venkatesan S. Keckler M. Horowitz 24 2 0 06 Dec 2022
Latent Iterative Refinement for Modular Source Separation Dimitrios Bralios Efthymios Tzinis G. Wichern Paris Smaragdis Jonathan Le Roux BDL 17 5 0 22 Nov 2022
Salient Object Detection via Dynamic Scale Routing Zhenyu Wu Shuai Li Chenglizhao Chen Hong Qin Aimin Hao 20 20 0 25 Oct 2022
Neural Routing in Meta Learning Jicang Cai Saeed Vahidian Weijia Wang M. Joneidi Bill Lin 13 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 39 25 0 12 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 46 550 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 30 8 0 27 Sep 2022
Diversified Dynamic Routing for Vision Tasks Botos Csaba Adel Bibi Yanwei Li Philip H. S. Torr Ser-Nam Lim MoE 21 0 0 26 Sep 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke J. Liu 19 15 0 20 Jul 2022
Pruning Early Exit Networks Alperen Görmez Erdem Koyuncu 10 5 0 08 Jul 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 20 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 22 1 0 16 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 22 20 0 09 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 28 18 0 02 Jun 2022
Dynamic Split Computing for Efficient Deep Edge Intelligence Arian Bakhtiarnia Nemanja Milošević Qi Zhang Dragana Bajović Alexandros Iosifidis 17 24 0 23 May 2022
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection Mingyu Yang Yu Chen Hun-Seok Kim 30 27 0 12 May 2022
A Closer Look at Branch Classifiers of Multi-exit Architectures Shaohui Lin Bo Ji Rongrong Ji Angela Yao 12 4 0 28 Apr 2022
Dynamic Multimodal Fusion Zihui Xue R. Marculescu 34 47 0 31 Mar 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 12 1 0 10 Feb 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 68 49 0 09 Jan 2022
Boosting Mobile CNN Inference through Semantic Memory Yun Li Chen Zhang S. Han Li Lyna Zhang B. Yin Yunxin Liu Mengwei Xu ObjD 39 16 0 05 Dec 2021