ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks

ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks

26 September 2023

Kartikeya Bhardwaj

Sweta Priyadarshi

Papers citing "ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks"

17 / 17 papers shown

Title
DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network Xuan Shen Yaohua Wang Ming Lin Yi-Li Huang Hao Tang Xiuyu Sun Yanzhi Wang 100 34 0 05 Mar 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients Guihong Li Yuedong Yang Kartikeya Bhardwaj R. Marculescu 71 61 0 26 Jan 2023
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies Arjun Krishnakumar Colin White Arber Zela Renbo Tu Mahmoud Safari Frank Hutter 76 39 0 06 Oct 2022
Restructurable Activation Networks Kartikeya Bhardwaj James Ward Caleb Tung Dibakar Gope Lingchuan Meng Igor Fedorov A. Chalfin P. Whatmough Danny Loh 58 5 0 17 Aug 2022
Simple and Efficient Architectures for Semantic Segmentation Dushyant Mehta Andrii Skliar H. Yahia Shubhankar Borse Fatih Porikli A. Habibian Tijmen Blankevoort SSeg 34 14 0 16 Jun 2022
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy Yash Mehta Colin White Arber Zela Arjun Krishnakumar Guri Zabergja Shakiba Moradian Mahmoud Safari Kaicheng Yu Frank Hutter 45 42 0 31 Jan 2022
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection Zhenhong Sun Ming Lin Xiuyu Sun Zhiyu Tan Hao Li Rong Jin 53 32 0 26 Nov 2021
Zero-Cost Operation Scoring in Differentiable Architecture Search Li Xiang Łukasz Dudziak Mohamed S. Abdelfattah Thomas C. P. Chau Nicholas D. Lane Hongkai Wen 52 5 0 12 Jun 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 54 106 0 01 Feb 2021
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces Bert Moons Parham Noorzad Andrii Skliar G. Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort 167 43 0 16 Dec 2020
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search Xuanyi Dong Yi Yang 132 709 0 02 Jan 2020
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 92 5,045 0 20 Nov 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 381 3,602 0 20 Aug 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 131 18,058 0 28 May 2019
NAS-Bench-101: Towards Reproducible Neural Architecture Search Chris Ying Aaron Klein Esteban Real Eric Christiansen Kevin Patrick Murphy Frank Hutter 77 682 0 25 Feb 2019
A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets P. Chrabaszcz I. Loshchilov Frank Hutter SSeg OOD 143 645 0 27 Jul 2017
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 385 43,524 0 01 May 2014