ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design

30 July 2018

Xiangyu Zhang

Papers citing "ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design"

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Title
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation Binbin Wei Yuhang Zhang Shishun Tian Muxin Liao Wei Li Wenbin Zou MDE 36 0 0 11 May 2025
Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices Tasnim Shahriar 22 0 0 06 May 2025
xEdgeFace: Efficient Cross-Spectral Face Recognition for Edge Devices Anjith George S´ebastien Marcel CVBM 65 0 0 28 Apr 2025
Swapped Logit Distillation via Bi-level Teacher Alignment Stephen Ekaputra Limantoro Jhe-Hao Lin Chih-Yu Wang Yi-Lung Tsai Hong-Han Shuai Ching-Chun Huang Wen-Huang Cheng 51 0 0 27 Apr 2025
FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking Xuan Rao Bo Zhao Derong Liu Cesare Alippi 44 0 0 25 Apr 2025
Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Cheng Shen Yuewei Liu 30 0 0 24 Apr 2025
Seeking Flat Minima over Diverse Surrogates for Improved Adversarial Transferability: A Theoretical Framework and Algorithmic Instantiation Meixi Zheng Kehan Wu Yanbo Fan Rui Huang Baoyuan Wu AAML 37 0 0 23 Apr 2025
ISTD-YOLO: A Multi-Scale Lightweight High-Performance Infrared Small Target Detection Algorithm Shang Zhang Yujie Cui Ruoyan Xiong Huanbin Zhang 22 0 0 19 Apr 2025
MULTI-LF: A Unified Continuous Learning Framework for Real-Time DDoS Detection in Multi-Environment Networks Furqan Rustam Islam Obaidat Anca Delia Jurcut 24 0 0 15 Apr 2025
GFT: Gradient Focal Transformer Boris Kriuk Simranjit Kaur Gill Shoaib Aslam Amir Fakhrutdinov 31 0 0 14 Apr 2025
Compound and Parallel Modes of Tropical Convolutional Neural Networks Mingbo Li Liying Liu Ye Luo 35 0 0 09 Apr 2025
Malware Detection in Docker Containers: An Image is Worth a Thousand Logs Akis Nousias Efklidis Katsaros Evangelos Syrmos Panagiotis I. Radoglou-Grammatikis T. Lagkas Vasileios Argyriou Ioannis D. Moscholios Evangelos Markakis Sotirios K Goudos Panagiotis G. Sarigiannidis 21 0 0 04 Apr 2025
MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception Wenzhuo Liu Wenshuo Wang Yicheng Qiao Qiannan Guo Jiayin Zhu ... Huiming Yang Zhiwei Li Lening Wang Tiao Tan Huaping Liu 50 1 0 03 Apr 2025
Geometric Median Matching for Robust k-Subset Selection from Noisy Data Anish Acharya Sujay Sanghavi Alexandros G. Dimakis Inderjit S Dhillon AAML 57 0 0 01 Apr 2025
LSNet: See Large, Focus Small Ao Wang Hui Chen Zijia Lin J. Han Guiguang Ding 42 0 0 29 Mar 2025
GmNet: Revisiting Gating Mechanisms From A Frequency View Yifan Wang Xu Ma Yitian Zhang Zhongruo Wang Sung-Cheol Kim Vahid Mirjalili Vidya Renganathan Y. Fu 38 0 0 28 Mar 2025
SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception Xiaohe Li Haohua Wu Jiahao Li Zide Fan Kaixin Zhang Xinming Li Yunping Ge Xinyu Zhao 30 1 0 25 Mar 2025
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation Jungsoo Lee Debasmit Das Munawar Hayat Sungha Choi Kyuwoong Hwang Fatih Porikli VLM 68 1 0 23 Mar 2025
Beyond Accuracy: What Matters in Designing Well-Behaved Models? Robin Hesse Doğukan Bağcı Bernt Schiele Simone Schaub-Meyer Stefan Roth VLM 62 0 0 21 Mar 2025
Involution and BSConv Multi-Depth Distillation Network for Lightweight Image Super-Resolution Akram Khatami-Rizi Ahmad Mahmoudi-Aznaveh 48 0 0 18 Mar 2025
RETHINED: A New Benchmark and Baseline for Real-Time High-Resolution Image Inpainting On Edge Devices Marcelo Sanchez G. Triginer Ignacio Sarasua Lara Raad C. Ballester 63 0 0 18 Mar 2025
Unlocking Open-Set Language Accessibility in Vision Models Fawaz Sammani Jonas Fischer Nikos Deligiannis VLM 53 0 0 14 Mar 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis Luyuan Xie Tianyu Luan Wenyuan Cai Guochen Yan Z. Chen Nan Xi Yuejian Fang Qingni Shen Zhonghai Wu Junsong Yuan FedML 62 0 0 13 Mar 2025
Asymmetric Decision-Making in Online Knowledge Distillation:Unifying Consensus and Divergence Zhaowei Chen Borui Zhao Yuchen Ge Yuhao Chen Renjie Song Jiajun Liang 46 0 0 09 Mar 2025
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models Xubin Wang Zhiqing Tang Jianxiong Guo Tianhui Meng Chenhao Wang Tian-sheng Wang Weijia Jia 50 0 0 08 Mar 2025
Partial Convolution Meets Visual Attention Haiduo Huang Fuwei Yang D. Li Ji Liu Lu Tian Jinzhang Peng Pengju Ren E. Barsoum 3DH 171 0 0 05 Mar 2025
AC-Lite : A Lightweight Image Captioning Model for Low-Resource Assamese Language Pankaj Choudhury Yogesh Aggarwal Prabhanjan Jadhav Prithwijit Guha Sukumar Nandi 79 0 0 03 Mar 2025
Online Meta-learning for AutoML in Real-time (OnMAR) Mia Gerber Anna Sergeevna Bosman J. D. Villiers OffRL 34 0 0 27 Feb 2025
Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition Chuanguang Yang Xinqiang Yu Han Yang Zhulin An Chengqing Yu Libo Huang Y. Xu 31 0 0 22 Feb 2025
HawkEye: Statically and Accurately Profiling the Communication Cost of Models in Multi-party Learning Wenqiang Ruan Xin Lin Ruisheng Zhou Guopeng Lin Shui Yu Weili Han 37 0 0 16 Feb 2025
Contrastive Representation Distillation via Multi-Scale Feature Decoupling Cuipeng Wang Tieyuan Chen Haipeng Wang 49 0 0 09 Feb 2025
iFormer: Integrating ConvNet and Transformer for Mobile Application Chuanyang Zheng ViT 72 0 0 26 Jan 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 70 5 0 20 Jan 2025
Geometric Median (GM) Matching for Robust Data Pruning Anish Acharya Inderjit S Dhillon Sujay Sanghavi AAML 59 0 0 20 Jan 2025
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 36 0 0 08 Jan 2025
High-Performance Inference Graph Convolutional Networks for Skeleton-Based Action Recognition Ziao Li Junyi Wang Bangli Liu Haibin Cai Mohamad Saada Guhong Nie 3DH 55 0 0 08 Jan 2025
Learning Dynamic Local Context Representations for Infrared Small Target Detection Guoyi Zhang Guangsheng Xu Han Wang Siyang Chen Yunxiao Shan Xiaohu Zhang 29 1 0 23 Dec 2024
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone Mustafa Munir Md Mostafijur Rahman R. Marculescu MedIm ViT 74 0 0 14 Dec 2024
Task Diversity in Bayesian Federated Learning: Simultaneous Processing of Classification and Regression Junliang Lyu Yixuan Zhang Xiaoling Lu Feng Zhou FedML 75 0 0 14 Dec 2024
HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning J. Li Jiawen Zhang Feng Wang Lianbo Ma 79 0 0 14 Dec 2024
Evaluating Adversarial Attacks on Traffic Sign Classifiers beyond Standard Baselines Svetlana Pavlitska Leopold Müller J. Marius Zöllner AAML 70 0 0 12 Dec 2024
Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction Thalita Mendonça Antico Larissa F. Rodrigues Moreira Rodrigo Moreira 103 24 0 10 Dec 2024
PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models Zining Wnag J. Guo Ruihao Gong Yang Yong Aishan Liu Yushi Huang Jiaheng Liu X. Liu 71 1 0 10 Dec 2024
Real-Time AIoT for UAV Antenna Interference Detection via Edge-Cloud Collaboration Jun Dong Jintao Cheng Jin Wu Chengxi Zhang Shunyi Zhao Xiaoyu Tang 70 1 0 04 Dec 2024
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods Jiamian Hu Yuanyuan Hong Yihua Chen He Wang Moriaki Yasuhara 63 0 0 03 Dec 2024
CubeFormer: A Simple yet Effective Baseline for Lightweight Image Super-Resolution Jikai Wang Huan Zheng Jianbing Shen SupR 73 0 0 03 Dec 2024
OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations Caixin Kang Yubo Chen Shouwei Ruan Shiji Zhao Ruochen Zhang Jiayi Wang Shan Fu Xingxing Wei CVBM 69 0 0 03 Dec 2024
EdgeOAR: Real-time Online Action Recognition On Edge Devices Wei Luo Deyu Zhang Ying Tang Fan Wu Yaoxue Zhang 70 0 0 02 Dec 2024
ANDHRA Bandersnatch: Training Neural Networks to Predict Parallel Realities Venkata Satya Sai Ajay Daliparthi 69 0 0 28 Nov 2024
TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba Xiaowen Ma Zhenliang Ni Xinghao Chen Mamba 85 2 0 26 Nov 2024