Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search

9 March 2019

Papers citing "Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search"

50 / 64 papers shown

Title
FMDConv: Fast Multi-Attention Dynamic Convolution via Speed-Accuracy Trade-off Tianyu Zhang Fan Wan Haoran Duan Kevin W. Tong Jingjing Deng Yang Long 42 0 0 21 Mar 2025
ICFRNet: Image Complexity Prior Guided Feature Refinement for Real-time Semantic Segmentation Xin Zhang Teodor Boyadzhiev Jinglei Shi Jufeng Yang SSeg 71 1 0 25 Aug 2024
DMTG: One-Shot Differentiable Multi-Task Grouping Yuan Gao Shuguo Jiang Moran Li Jin-Gang Yu Gui-Song Xia 50 2 0 06 Jul 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Hongyuan Yu Cheng Wan Mengchen Liu Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 71 5 0 15 Mar 2024
Frequency-Adaptive Dilated Convolution for Semantic Segmentation Linwei Chen Lin Gu Ying Fu 34 22 0 08 Mar 2024
Deep Common Feature Mining for Efficient Video Semantic Segmentation Yaoyan Zheng Hongyu Yang Di Huang 38 0 0 05 Mar 2024
A Survey on Multi-Objective Neural Architecture Search Seyed Mahdi Shariatzadeh M. Fathy R. Berangi M. Shahverdy 27 1 0 18 Jul 2023
Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos Yubin Hu Yuze He Yanghao Li Jisheng Li Yuxing Han Jiangtao Wen Y. Liu VOS 21 11 0 13 Mar 2023
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search Guangliang Cheng Peng Sun Ting-Bing Xu Shuchang Lyu Peiwen Lin 20 1 0 16 Feb 2023
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection Jie Liu Yixiao Zhang Jieneng Chen Junfei Xiao Yongyi Lu Bennett A. Landman Yixuan Yuan Alan Yuille Yucheng Tang Zongwei Zhou VLM MedIm 39 194 0 02 Jan 2023
DWRSeg: Rethinking Efficient Acquisition of Multi-scale Contextual Information for Real-time Semantic Segmentation Haoran Wei Xu Liu Shou-tao Xu Zhongjian Dai Y. Dai Xiangyang Xu 32 32 0 02 Dec 2022
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer Jian Wang Chen-xi Gou Qiman Wu Haocheng Feng Junyu Han Errui Ding Jingdong Wang ViT 28 95 0 13 Oct 2022
ASAP: Accurate semantic segmentation for real time performance Jaewoo Park Subin Lee Eon Kim Byeongjun Moon Dabeen Yu Yeonseung Yu Junghwan Kim 22 0 0 04 Oct 2022
Diversified Dynamic Routing for Vision Tasks Botos Csaba Adel Bibi Yanwei Li Philip H. S. Torr Ser-Nam Lim MoE 35 0 0 26 Sep 2022
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation Meng-Hao Guo Chenggang Lu Qibin Hou Zheng Liu Ming-Ming Cheng Shiyong Hu SSeg ViT VLM 21 608 0 18 Sep 2022
MKANet: A Lightweight Network with Sobel Boundary Loss for Efficient Land-cover Classification of Satellite Remote Sensing Imagery Zhiqi Zhang W. Lu Jinshan Cao Guangqi Xie 27 15 0 28 Jul 2022
Lightweight and Progressively-Scalable Networks for Semantic Segmentation Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei SSeg 31 24 0 27 Jul 2022
SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision Danna Xue Feiyu Yang Pei Wang Luis Herranz Jinqiu Sun Yu Zhu Yanning Zhang UQCV 32 6 0 13 Jul 2022
SFNet: Faster and Accurate Semantic Segmentation via Semantic Flow Xiangtai Li Jiangning Zhang Yibo Yang Guangliang Cheng Kuiyuan Yang Yu Tong Dacheng Tao SSeg AI4TS 50 28 0 10 Jul 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Muhammad Shafique SSeg 18 20 0 17 Jun 2022
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers Jiacong Xu Zixiang Xiong S. Bhattacharyya 16 236 0 04 Jun 2022
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation Tianjian Meng Golnaz Ghiasi Reza Mahjorian Quoc V. Le Mingxing Tan SSeg 30 2 0 23 Mar 2022
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes Weng Xi Y. Yan Si Chen Jing-Hao Xue Hanzi Wang 23 53 0 08 Mar 2022
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU Fuxun Yu Shawn Bray Di Wang Longfei Shangguan Xulong Tang Chenchen Liu Xiang Chen 20 36 0 28 Nov 2021
A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities Fuxun Yu Di Wang Longfei Shangguan Minjia Zhang Xulong Tang Chenchen Liu Xiang Chen 21 9 0 28 Nov 2021
CONet: Channel Optimization for Convolutional Neural Networks Mahdi S. Hosseini J. Zhang Zhe Liu André Fu Jingxuan Su Mathieu Tuli Sepehr Hosseini Arsh Kadakia Haoran Wang Konstantinos N. Plataniotis 17 4 0 15 Aug 2021
Robust Semantic Segmentation with Superpixel-Mix Gianni Franchi Nacim Belkhir Mai Lan Ha Yufei Hu Andrei Bursuc V. Blanz Angela Yao UQCV 30 22 0 02 Aug 2021
Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation Lewei Yao Renjie Pi Hang Xu Wei Zhang Zhenguo Li Tong Zhang 86 38 0 27 May 2021
Fast and Accurate Scene Parsing via Bi-direction Alignment Networks Yanran Wu Xiangtai Li Chen Shi Yunhai Tong Yang Hua Tao Song Ruhui Ma Haibing Guan 21 8 0 25 May 2021
Rethinking BiSeNet For Real-time Semantic Segmentation Mingyuan Fan Shenqi Lai Junshi Huang Xiaoming Wei Z. Chai Junfeng Luo Xiaolin K. Wei SSeg 34 467 0 27 Apr 2021
Lite-HRNet: A Lightweight High-Resolution Network Changqian Yu Bin Xiao Changxin Gao Lu Yuan Lei Zhang Nong Sang Jingdong Wang 3DH 18 278 0 13 Apr 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Yufan He Dong Yang H. Roth Can Zhao Daguang Xu MedIm 40 62 0 29 Mar 2021
AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing Qi Song Kangfu Mei Rui Huang SSeg 34 73 0 10 Mar 2021
Searching for Fast Model Families on Datacenter Accelerators Sheng R. Li Mingxing Tan Ruoming Pang Andrew Li Liqun Cheng Quoc V. Le N. Jouppi 30 34 0 10 Feb 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition Ming Lin Pichao Wang Zhenhong Sun Hesen Chen Xiuyu Sun Qi Qian Hao Li Rong Jin 28 105 0 01 Feb 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane K. E. Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 28 96 0 22 Jan 2021
Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification Hanliang Jiang Fuhao Shen Fei Gao Weidong Han 26 83 0 19 Jan 2021
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off Minji Yoon Théophile Gervet Bryan Hooi Christos Faloutsos 20 18 0 26 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 52 116 0 25 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 22 23 0 06 Nov 2020
Methods for Pruning Deep Neural Networks S. Vadera Salem Ameen 3DPC 16 122 0 31 Oct 2020
AutoBSS: An Efficient Algorithm for Block Stacking Style Search Yikang Zhang Jian Zhang Zhaobai Zhong 11 3 0 20 Oct 2020
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time G. Takos SSeg 3DV VLM 19 19 0 27 Sep 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 35 108 0 04 Aug 2020
Neural Architecture Design for GPU-Efficient Networks Ming Lin Hesen Chen Xiuyu Sun Qi Qian Hao Li R. L. Jin GNN 34 20 0 24 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 48 653 0 01 Jun 2020
Tamed Warping Network for High-Resolution Semantic Video Segmentation Songyuan Li Junyi Feng Xi Li VOS 27 3 0 04 May 2020
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation Peng Sun Jiaxiang Wu Songyuan Li Peiwen Lin Junzhou Huang Xi Li SSeg 17 13 0 31 Mar 2020
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning Yuan Gao Haoping Bai Zequn Jie Jiayi Ma K. Jia Wei Liu 14 94 0 31 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang Hongmin Xu Hong Mo Jianchao Tan Cheng Yang Lei Wang Wenqi Ren AI4CE 25 91 0 26 Mar 2020