v1v2 (latest)

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

4 July 2017

Xiangyu Zhang

Papers citing "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices"

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Title
Reinforcement Learning with Generative Models for Compact Support Sets Nico Schiavone Xingyu Li 124 0 0 25 Apr 2024
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective Wencheng Zhu Xin Zhou Pengfei Zhu Yu Wang Qinghua Hu VLM 312 3 0 22 Apr 2024
Dynamic Temperature Knowledge Distillation Yukang Wei Yu Bai 207 11 0 19 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 236 5 0 18 Apr 2024
CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect Minh Q. Tran Sang Truong Arthur F. A. Fernandes Michael Kidd Ngan Le ViT 236 10 0 17 Apr 2024
GhostNetV3: Exploring the Training Strategies for Compact Models Zhenhua Liu Zhiwei Hao Kai Han Yehui Tang Yunhe Wang 239 40 0 17 Apr 2024
MobileNetV4 - Universal Models for the Mobile Ecosystem Danfeng Qin Chas Leichner M. Delakis Marco Fornoni Shixin Luo ... Berkin Akin Vaibhav Aggarwal Tenghui Zhu Daniele Moro Andrew G. Howard MQ 259 339 0 16 Apr 2024
A Lightweight Measure of Classification Difficulty from Application Dataset Characteristics Bryan Bo Cao Abhinav Sharma Lawrence O'Gorman Michael J. Coss Shubham Jain 258 3 0 09 Apr 2024
Lightweight Deep Learning for Resource-Constrained Environments: A Survey Hou-I Liu Marco Galindo Hongxia Xie Lai-Kuan Wong Hong-Han Shuai Yung-Hui Li Wen-Huang Cheng 283 139 0 08 Apr 2024
You Can Use But Cannot Recognize: Preserving Visual Privacy in Deep Neural Networks Qiushi Li Yan Zhang Ju Ren Qi Li Yaoxue Zhang AAML PICV 212 29 0 05 Apr 2024
Talaria: Interactively Optimizing Machine Learning Models for Efficient InferenceInternational Conference on Human Factors in Computing Systems (CHI), 2024 Fred Hohman Chaoqun Wang Jinmook Lee Jochen Görtler Dominik Moritz Jeffrey P. Bigham Zhile Ren Cecile Foret Qi Shan Xiaoyi Zhang 274 7 0 03 Apr 2024
Improve Knowledge Distillation via Label Revision and Data SelectionIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2024 Weichao Lan Yiu-ming Cheung Qing Xu Buhua Liu Zhikai Hu Mengke Li Zhenghua Chen 187 6 0 03 Apr 2024
TSOM: Small Object Motion Detection Neural Network Inspired by Avian Visual Circuit Pignge Hu Xiaoteng Zhang Mengmeng Li Yingjie Zhu Li Shi 138 1 0 01 Apr 2024
Rewrite the Stars Xu Ma Xiyang Dai Yue Bai Yizhou Wang Yun Fu 210 281 0 29 Mar 2024
Efficient Modulation for Vision Networks Xu Ma Xiyang Dai Jianwei Yang Bin Xiao Yinpeng Chen Yun Fu Lu Yuan 256 23 0 29 Mar 2024
Binarized Low-light Raw Video Enhancement Gengchen Zhang Yulun Zhang Xin Yuan Ying Fu MQ 244 12 0 29 Mar 2024
Diverse Feature Learning by Self-distillation and Reset Sejik Park CLL 190 1 0 29 Mar 2024
MAPL: Model Agnostic Peer-to-peer Learning Sayak Mukherjee Andrea Simonetto Hadi Jamali Rad 256 2 0 28 Mar 2024
Tiny Machine Learning: Progress and Futures Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Song Han 206 108 0 28 Mar 2024
Superior and Pragmatic Talking Face Generation with Teacher-Student Framework Chao Liang Jianwen Jiang Tianyun Zhong Gaojie Lin Zhengkun Rong Jiaqi Yang Yongming Zhu 202 2 0 26 Mar 2024
PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster InferenceEuropean Conference on Computer Vision (ECCV), 2024 Tanvir Mahmud Burhaneddin Yaman Chun-Hao Liu Diana Marculescu 374 7 0 24 Mar 2024
ParFormer: Vision Transformer Baseline with Parallel Local Global Token Mixer and Convolution Attention Patch Embedding Novendra Setyawan Ghufron Wahyu Kurniawan Chi-Chia Sun Jun-Wei Hsieh Hui-Kai Su W. Kuo ViT MoE 211 0 0 22 Mar 2024
Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels Tianming Liang Chaolei Tan Beihao Xia Wei-Shi Zheng Jianfang Hu 257 1 0 21 Mar 2024
A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition Ali Ezati Mohammadreza Dezyani Rajib Rana Roozbeh Rajabi Ahmad Ayatollahi CVBM 195 2 0 21 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 275 85 0 20 Mar 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 250 13 0 17 Mar 2024
Self-Supervised Quantization-Aware Knowledge Distillation Kaiqi Zhao Ming Zhao MQ 177 9 0 17 Mar 2024
NeuFlow: Real-time, High-accuracy Optical Flow Estimation on Robots Using Edge Devices Zhiyong Zhang Huaizu Jiang H. Singh 212 13 0 15 Mar 2024
depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers Kaichao You Runsheng Bai Meng Cao Jianmin Wang Ion Stoica Mingsheng Long VLM 192 0 0 14 Mar 2024
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral ConvolutionComputer Vision and Pattern Recognition (CVPR), 2024 Honghao Chen Xiangxiang Chu Yongjian Ren Xin Zhao Kaiqi Huang 203 62 0 12 Mar 2024
LookupFFN: Making Transformers Compute-lite for CPU inferenceInternational Conference on Machine Learning (ICML), 2024 Zhanpeng Zeng Michael Davies Pranav Pulijala Karthikeyan Sankaralingam Vikas Singh 144 10 0 12 Mar 2024
Pre-Trained Model Recommendation for Downstream Fine-tuning Jiameng Bai Sai Wu Mingli Song Junbo Zhao Gang Chen 273 5 0 11 Mar 2024
Exploring Hardware Friendly Bottleneck Architecture in CNN for Embedded Computing SystemsInternational Conference on Information Photonics (ICIP), 2019 Xing Lei Longjun Liu Zhiheng Zhou Hongbin Sun Nanning Zheng 144 1 0 11 Mar 2024
Cross-Cluster Shifting for Efficient and Effective 3D Object Detection in Autonomous DrivingIEEE International Conference on Robotics and Automation (ICRA), 2024 Zhili Chen K. T. Pham Maosheng Ye Zhiqiang Shen Qifeng Chen 3DPC 146 1 0 10 Mar 2024
When do Convolutional Neural Networks Stop Learning? Sahan Ahmad Gabriel Trahan Aminul Islam OOD SSL 120 0 0 04 Mar 2024
Lightweight Object Detection: A Study Based on YOLOv7 Integrated with ShuffleNetv2 and Vision Transformer Wenkai Gong ObjD 75 25 0 04 Mar 2024
Logit Standardization in Knowledge Distillation Shangquan Sun Wenqi Ren Jingzhi Li Rui Wang Xiaochun Cao 258 147 0 03 Mar 2024
Sinkhorn Distance Minimization for Knowledge Distillation Xiao Cui Yulei Qin Yuting Gao Enwei Zhang Zihan Xu Tong Wu Ke Li Xing Sun Wen-gang Zhou Houqiang Li 161 18 0 27 Feb 2024
AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks Zekang Yang Wang Zeng Sheng Jin Chao Qian Ping Luo Wentao Liu MLLM VLM 236 14 0 23 Feb 2024
Knowledge Distillation Based on Transformed Teacher Matching Kaixiang Zheng En-Hui Yang 325 33 0 17 Feb 2024
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing Yongzhe Jia Xuyun Zhang Amin Beheshti Wanchun Dou FedML 170 9 0 13 Feb 2024
Jacquard V2: Refining Datasets using the Human In the Loop Data Correction Method Qiuhao Li Shenghai Yuan 157 9 0 08 Feb 2024
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models Jianyuan Guo Hanting Chen Chengcheng Wang Kai Han Chang Xu Yunhe Wang VLM 142 26 0 06 Feb 2024
HEANA: A Hybrid Time-Amplitude Analog Optical Accelerator with Flexible Dataflows for Energy-Efficient CNN Inference Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Ishan G. Thakkar 192 0 0 05 Feb 2024
A Comparative Analysis of Microrings Based Incoherent Photonic GEMM AcceleratorsIEEE International Symposium on Quality Electronic Design (ISQED), 2024 Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Oluwaseun Adewunmi Alo Ishan G. Thakkar 190 2 0 05 Feb 2024
NOAH: Learning Pairwise Object Category Attentions for Image Classification Chao Li Aojun Zhou Anbang Yao VLM 198 2 0 04 Feb 2024
Precise Knowledge Transfer via Flow Matching Shitong Shao Zhiqiang Shen Linrui Gong Huanran Chen Xu Dai 245 2 0 03 Feb 2024
AutoGCN -- Towards Generic Human Activity Recognition with Neural Architecture Search Felix Tempel Inga Strümke Espen Alexander F. Ihlen 184 5 0 02 Feb 2024
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning Z. Su Jiehua Zhang Longguang Wang Hua Zhang Zhen Liu M. Pietikäinen Tianpeng Liu 248 39 0 01 Feb 2024
One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training Lianbo Ma Yuee Zhou Jianlun Ma Guo-Ding Yu Qing Li MQ 155 5 0 30 Jan 2024