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Efficient Neural Architecture Search via Parameter Sharing

9 February 2018

Papers citing "Efficient Neural Architecture Search via Parameter Sharing"

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Title
EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs Guohao Ying Xin He Bin-Bin Gao Bo Han Xiaowen Chu 70 16 0 30 Nov 2021
Searching the Search Space of Vision Transformer Minghao Chen Kan Wu Bolin Ni Houwen Peng Bei Liu Jianlong Fu Hongyang Chao Haibin Ling ViT 95 53 0 29 Nov 2021
Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition Junhao Xu Jianwei Yu Shoukang Hu Xunying Liu Helen Meng MQ 107 15 0 29 Nov 2021
ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior Metin Ersin Arican Ozgur Kara G. Bredell E. Konukoglu 75 17 0 27 Nov 2021
KNAS: Green Neural Architecture Search Jingjing Xu Liang Zhao Junyang Lin Rundong Gao Xu Sun Hongxia Yang 80 59 0 26 Nov 2021
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule Miao Zhang Jilin Hu Steven W. Su Shirui Pan Xiaojun Chang B. Yang Gholamreza Haffari OOD 115 15 0 25 Nov 2021
EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search Qian Jiang Xiaofan Zhang Deming Chen Minh Do Raymond A. Yeh 82 7 0 24 Nov 2021
Sharpness-aware Quantization for Deep Neural Networks Jing Liu Jianfei Cai Bohan Zhuang MQ 157 25 0 24 Nov 2021
Fast and Data-Efficient Training of Rainbow: an Experimental Study on Atari Dominik Schmidt Thomas Schmied OffRL 61 12 0 19 Nov 2021
Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search Zixiang Ding Yaran Chen Nannan Li Dong Zhao C. L. Philip Chen 51 9 0 15 Nov 2021
Searching for TrioNet: Combining Convolution with Local and Global Self-Attention Huaijin Pi Huiyu Wang Yingwei Li Zizhang Li Alan Yuille ViT 81 3 0 15 Nov 2021
T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging Dong Yang Andriy Myronenko Xiaosong Wang Ziyue Xu H. Roth Daguang Xu ViT MedIm 3DV 66 24 0 15 Nov 2021
Full-attention based Neural Architecture Search using Context Auto-regression Yuan Zhou Haiyang Wang Shuwei Huo Boyu Wang 67 3 0 13 Nov 2021
Towards One Shot Search Space Poisoning in Neural Architecture Search Nayan Saxena Robert Wu Rohan Jain AAML 8 1 0 13 Nov 2021
Guided Sampling-based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis Arun K. Sharma N. Verma 104 2 0 12 Nov 2021
Learning from Mistakes -- A Framework for Neural Architecture Search Bhanu Garg Li Zhang Pradyumna Sridhara Ramtin Hosseini Eric P. Xing P. Xie 64 9 0 11 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Leilei Gan Jingren Zhou Hongxia Yang 167 103 0 11 Nov 2021
Approximate Neural Architecture Search via Operation Distribution Learning Xingchen Wan Binxin Ru P. Esperança Fabio Maria Carlucci 88 7 0 08 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 203 84 0 08 Nov 2021
An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing Xinyi Ding Tao Han Yili Fang Eric C. Larson 64 6 0 08 Nov 2021
TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework Bo Lyu S. Wen 114 2 0 06 Nov 2021
NAS-Bench-x11 and the Power of Learning Curves Shen Yan Colin White Yash Savani Frank Hutter 69 28 0 05 Nov 2021
AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family Roy Henha Eyono Fabio Maria Carlucci P. Esperança Binxin Ru Phillip Torr 71 3 0 05 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 57 4 0 04 Nov 2021
Communication-Efficient Separable Neural Network for Distributed Inference on Edge Devices Jun-Liang Lin Sheng-De Wang 42 0 0 03 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 124 127 0 01 Nov 2021
Guided Evolution for Neural Architecture Search Vasco Lopes Miguel Santos Bruno Degardin Luís A. Alexandre 66 9 0 28 Oct 2021
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge Geng Yuan Xiaolong Ma Wei Niu Zhengang Li Zhenglun Kong ... Minghai Qin Bin Ren Yanzhi Wang Sijia Liu Xue Lin 102 98 0 26 Oct 2021
Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition Siyang Song Zilong Shao S. Jaiswal Linlin Shen Michel Valstar Hatice Gunes 131 8 0 26 Oct 2021
Applications and Techniques for Fast Machine Learning in Science A. Deiana Nhan Tran Joshua C. Agar Michaela Blott G. D. Guglielmo ... Ashish Sharma S. Summers Pietro Vischia J. Vlimant Olivia Weng 94 72 0 25 Oct 2021
The Efficiency Misnomer Daoyuan Chen Liuyi Yao Dawei Gao Ashish Vaswani Yaliang Li 109 103 0 25 Oct 2021
NAS-FCOS: Efficient Search for Object Detection Architectures Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang ObjD 122 19 0 24 Oct 2021
Towards a Robust Differentiable Architecture Search under Label Noise Christian Simon Piotr Koniusz L. Petersson Yan Han Mehrtash Harandi NoLa AAML OOD 41 4 0 23 Oct 2021
ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-cost Proxies Yu Shen Yang Li Jian Zheng Wentao Zhang Peng Yao Jixiang Li Sen Yang Ji Liu Cui Bin AI4CE 151 30 0 20 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 63 13 0 19 Oct 2021
NeuralArTS: Structuring Neural Architecture Search with Type Theory Robert Wu Nayan Saxena Rohan Jain 30 0 0 17 Oct 2021
GradSign: Model Performance Inference with Theoretical Insights Zhihao Zhang Zhihao Jia 80 24 0 16 Oct 2021
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 114 7 0 16 Oct 2021
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy Anda Cheng Jiaxing Wang Xi Sheryl Zhang Qiang Chen Peisong Wang Jian Cheng 83 29 0 16 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 88 2 0 15 Oct 2021
CONetV2: Efficient Auto-Channel Size Optimization for CNNs Yi Ru Wang Samir Khaki Weihang Zheng Mahdi S. Hosseini Konstantinos N. Plataniotis 107 6 0 13 Oct 2021
Improving the sample-efficiency of neural architecture search with reinforcement learning A. Nagy Ábel Boros 118 3 0 13 Oct 2021
A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark Thomas Cassimon Reinout Eyckerman Siegfried Mercelis Steven Latré P. Hellinckx 59 0 0 13 Oct 2021
On the Security Risks of AutoML Ren Pang Zhaohan Xi S. Ji Xiapu Luo Ting Wang AAML 54 10 0 12 Oct 2021
Across-Task Neural Architecture Search via Meta Learning Jingtao Rong Xinyi Yu Mingyang Zhang L. Ou 65 1 0 12 Oct 2021
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks Renbo Tu Nicholas Roberts M. Khodak Jun Shen Frederic Sala Ameet Talwalkar 70 35 0 12 Oct 2021
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo Francesco Sarno Suryansh Kumar Berk Kaya Zhiwu Huang V. Ferrari Luc Van Gool 68 8 0 11 Oct 2021
ZARTS: On Zero-order Optimization for Neural Architecture Search Xiaoxing Wang Wenxuan Guo Junchi Yan Jianlin Su Xiaokang Yang 77 25 0 10 Oct 2021
Designing the Architecture of a Convolutional Neural Network Automatically for Diabetic Retinopathy Diagnosis Fahman Saeed M. Hussain Hatim Aboalsamh Fadwa Al Adel A. Owaifeer 110 6 0 08 Oct 2021
ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search Jiaqi Li Haoran Li Yaran Chen Zixiang Ding Nannan Li Mingjun Ma Zicheng Duan Dong Zhao 65 9 0 08 Oct 2021