MnasNet: Platform-Aware Neural Architecture Search for Mobile

31 July 2018

Mingxing Tan

Papers citing "MnasNet: Platform-Aware Neural Architecture Search for Mobile"

50 / 501 papers shown

Title
McXai: Local model-agnostic explanation as two games Yiran Huang Nicole Schaal Michael Hefenbrock Yexu Zhou T. Riedel Likun Fang Michael Beigl FAtt 20 4 0 04 Jan 2022
Class-Incremental Continual Learning into the eXtended DER-verse Matteo Boschini Lorenzo Bonicelli Pietro Buzzega Angelo Porrello Simone Calderara CLL BDL 26 128 0 03 Jan 2022
Virtuoso: Video-based Intelligence for real-time tuning on SOCs Jayoung Lee Pengcheng Wang Ran Xu Venkateswara Dasari Noah Weston Yin Li S. Bagchi Somali Chaterji 34 2 0 24 Dec 2021
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context Weijun Wang Andrew G. Howard Mamba 34 4 0 22 Dec 2021
LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision Rui Han Qinglong Zhang C. Liu Guoren Wang Jian Tang L. Chen 21 43 0 18 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 25 26 0 16 Dec 2021
Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers Zunlei Feng Jiacong Hu Sai Wu Xiaotian Yu Jie Song Xiuming Zhang 34 13 0 09 Dec 2021
Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search Yi Ding Xinyu Gong Junru Wu Humphrey Shi Zhicheng Yan Zhangyang Wang VGen 52 1 0 09 Dec 2021
Information Theoretic Representation Distillation Roy Miles Adrian Lopez-Rodriguez K. Mikolajczyk MQ 13 21 0 01 Dec 2021
Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search Jay P. Gala P. Xie 29 1 0 01 Dec 2021
EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search Qian Jiang Xiaofan Zhang Deming Chen Minh Do Raymond A. Yeh 25 7 0 24 Nov 2021
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration Yifan Gong Geng Yuan Zheng Zhan Wei Niu Zhengang Li ... Sijia Liu Bin Ren Xue Lin Xulong Tang Yanzhi Wang 22 10 0 22 Nov 2021
Adversarial Examples on Segmentation Models Can be Easy to Transfer Jindong Gu Hengshuang Zhao Volker Tresp Philip H. S. Torr AAML 27 14 0 22 Nov 2021
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression Yuezhou Sun Wenlong Zhao Lijun Zhang Xiao Liu Hui Guan Matei A. Zaharia 26 0 0 19 Nov 2021
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run Bichen Wu Chaojian Li Hang Zhang Xiaoliang Dai Peizhao Zhang Matthew Yu Jialiang Wang Yingyan Lin Peter Vajda ViT 27 23 0 19 Nov 2021
Full-attention based Neural Architecture Search using Context Auto-regression Yuan Zhou Haiyang Wang Shuwei Huo Boyu Wang 27 3 0 13 Nov 2021
TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework Bo Lyu S. Wen 15 2 0 06 Nov 2021
RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms Yongan Zhang Anton Banta Yonggan Fu M. John A. Post M. Razavi Joseph R. Cavallaro B. Aazhang Yingyan Lin 23 4 0 04 Nov 2021
Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions Huy P Phan Kaare B. Mikkelsen 19 93 0 03 Nov 2021
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search Bingqian Lu Jianyi Yang Weiwen Jiang Yiyu Shi Shaolei Ren 21 24 0 01 Nov 2021
SmartSplit: Latency-Energy-Memory Optimisation for CNN Splitting on Smartphone Environment I. Prakash Aniruddh Bansal Rohit Verma R. Shorey 27 8 0 01 Nov 2021
PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices Guanghua Yu Qinyao Chang Wenyu Lv Chang Xu Cheng Cui ... Baohua Lai Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma ObjD 26 119 0 01 Nov 2021
DPNET: Dual-Path Network for Efficient Object Detectioj with Lightweight Self-Attention Huiming Shi Quan Zhou Yinghao Ni Xiaofu Wu Longin Jan Latecki ObjD 22 8 0 31 Oct 2021
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning Ji Lin Wei-Ming Chen Han Cai Chuang Gan Song Han 43 154 0 28 Oct 2021
Detecting Dementia from Speech and Transcripts using Transformers Loukas Ilias D. Askounis J. Psarras 13 32 0 27 Oct 2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs Prakhar Ganesh Yao Chen Yin Yang Deming Chen Marianne Winslett ObjD 3DH 27 34 0 26 Oct 2021
The Efficiency Misnomer Daoyuan Chen Liuyi Yao Dawei Gao Ashish Vaswani Yaliang Li 34 99 0 25 Oct 2021
Reconstructing Pruned Filters using Cheap Spatial Transformations Roy Miles K. Mikolajczyk 24 0 0 25 Oct 2021
Differentiable NAS Framework and Application to Ads CTR Prediction Ravi Krishna Aravind Kalaiah Bichen Wu Maxim Naumov Dheevatsa Mudigere M. Smelyanskiy Kurt Keutzer 20 8 0 25 Oct 2021
When to Prune? A Policy towards Early Structural Pruning Maying Shen Pavlo Molchanov Hongxu Yin J. Álvarez VLM 28 52 0 22 Oct 2021
CNN-based Omnidirectional Object Detection for HermesBot Autonomous Delivery Robot with Preliminary Frame Classification Saian Protasov Pavel A. Karpyshev Ivan Kalinov Pavel Kopanev Nikita Mikhailovskiy Alexander Sedunin Dzmitry Tsetserukou 19 13 0 22 Oct 2021
NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters Yoichi Hirose Nozomu Yoshinari Shinichi Shirakawa 16 13 0 19 Oct 2021
Joint Channel and Weight Pruning for Model Acceleration on Moblie Devices Tianli Zhao Xi Sheryl Zhang Wentao Zhu Jiaxing Wang Sen Yang Ji Liu Jian Cheng 56 2 0 15 Oct 2021
A Comprehensive Study on Torchvision Pre-trained Models for Fine-grained Inter-species Classification Feras Albardi H. M. D. Kabir Mahbubul I Bhuiyan P. Kebria Abbas Khosravi S. Nahavandi 20 20 0 14 Oct 2021
Across-Task Neural Architecture Search via Meta Learning Jingtao Rong Xinyi Yu Mingyang Zhang L. Ou 21 1 0 12 Oct 2021
Observations on K-image Expansion of Image-Mixing Augmentation for Classification Joonhyun Jeong Sungmin Cha Jongwon Choi Sangdoo Yun Taesup Moon Y. Yoo VLM 21 6 0 08 Oct 2021
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP Jihao Liu Hongsheng Li Guanglu Song Xin Huang Yu Liu ViT 37 35 0 08 Oct 2021
Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation Shengran Hu Ran Cheng Cheng He Zhichao Lu Jing Wang Miao Zhang 32 7 0 08 Oct 2021
Token Pooling in Vision Transformers D. Marin Jen-Hao Rick Chang Anurag Ranjan Anish K. Prabhu Mohammad Rastegari Oncel Tuzel ViT 76 66 0 08 Oct 2021
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 218 1,213 0 05 Oct 2021
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild Mario Almeida Stefanos Laskaridis Abhinav Mehrotra L. Dudziak Ilias Leontiadis Nicholas D. Lane HAI 112 44 0 28 Sep 2021
An embarrassingly simple comparison of machine learning algorithms for indoor scene classification Bhanuka Gamage 27 1 0 25 Sep 2021
G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency Yongan Zhang Haoran You Yonggan Fu Tong Geng Ang Li Yingyan Lin GNN 21 28 0 18 Sep 2021
Primer: Searching for Efficient Transformers for Language Modeling David R. So Wojciech Mañke Hanxiao Liu Zihang Dai Noam M. Shazeer Quoc V. Le VLM 88 152 0 17 Sep 2021
Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search Lianbo Ma Nan Li Guo-Ding Yu Xiao Geng Min Huang Xingwei Wang 27 53 0 14 Sep 2021
NASI: Label- and Data-agnostic Neural Architecture Search at Initialization Yao Shu Shaofeng Cai Zhongxiang Dai Beng Chin Ooi K. H. Low 22 43 0 02 Sep 2021
Auto-Split: A General Framework of Collaborative Edge-Cloud AI Amin Banitalebi-Dehkordi Naveen Vedula J. Pei Fei Xia Lanjun Wang Yong Zhang 22 89 0 30 Aug 2021
Searching for Two-Stream Models in Multivariate Space for Video Recognition Xinyu Gong Heng Wang Zheng Shou Matt Feiszli Zhangyang Wang Zhicheng Yan 30 9 0 30 Aug 2021
Compact representations of convolutional neural networks via weight pruning and quantization Giosuè Cataldo Marinò A. Petrini D. Malchiodi Marco Frasca MQ 21 4 0 28 Aug 2021
Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge Vinod Ganesan Pratyush Kumar 39 2 0 25 Aug 2021