v1v2 (latest)

Efficient Neural Architecture Search via Parameter Sharing

9 February 2018

Papers citing "Efficient Neural Architecture Search via Parameter Sharing"

50 / 1,388 papers shown

Title
BViT: Broad Attention based Vision Transformer Nannan Li Yaran Chen Weifan Li Zixiang Ding Dong Zhao ViT 94 24 0 13 Feb 2022
ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning J. Tan Y. Tan C. Chan Joon Huang Chuah VLM ViT 83 19 0 11 Feb 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 51 1 0 10 Feb 2022
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search Hyunghun Cho Jungwook Shin Wonjong Rhee 77 7 0 07 Feb 2022
Improving Robustness by Enhancing Weak Subnets Yong Guo David Stutz Bernt Schiele AAML 149 15 0 30 Jan 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks Byunggook Na J. Mok Seongsik Park Dongjin Lee Hyeokjun Choe Sungroh Yoon 144 67 0 30 Jan 2022
Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search Bicheng Guo Tao Chen Shibo He Haoyu Liu Lili Xu Peng Ye Jiming Chen 100 17 0 30 Jan 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan Xu Subhabrata Mukherjee Xiaodong Liu Debadeepta Dey Wenhui Wang Xiang Zhang Ahmed Hassan Awadallah Jianfeng Gao 60 4 0 29 Jan 2022
DropNAS: Grouped Operation Dropout for Differentiable Architecture Search Weijun Hong Guilin Li Weinan Zhang Ruiming Tang Yunhe Wang Zhenguo Li Yong Yu OOD 108 55 0 27 Jan 2022
An Automated Question-Answering Framework Based on Evolution Algorithm Sinan Tan Hui Xue Qiyu Ren Huaping Liu Jing Bai 47 0 0 26 Jan 2022
Deep Image Deblurring: A Survey Kaihao Zhang Wenqi Ren Wenhan Luo Wei-Sheng Lai B. Stenger Ming-Hsuan Yang Hongdong Li 196 248 0 26 Jan 2022
Neural Architecture Searching for Facial Attributes-based Depression Recognition Mingzhe Chen Xi Xiao Bin Zhang Xinyu Liu Runiu Lu CVBM 67 5 0 24 Jan 2022
PaRT: Parallel Learning Towards Robust and Transparent AI Mahsa Paknezhad Hamsawardhini Rengarajan Chenghao Yuan Sujanya Suresh Manas Gupta Savitha Ramasamy Hwee Kuan Lee OOD 73 1 0 24 Jan 2022
Neural Architecture Search for Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Priyadarshini Panda 113 92 0 23 Jan 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection Daniel Rho Jinhyeok Park J. Ko 80 6 0 22 Jan 2022
Iterative Activation-based Structured Pruning Kaiqi Zhao Animesh Jain Ming Zhao 69 0 0 22 Jan 2022
Pseudo-Labeled Auto-Curriculum Learning for Semi-Supervised Keypoint Localization Can Wang Sheng Jin Yingda Guan Wentao Liu Chao Qian Ping Luo Wanli Ouyang 80 14 0 21 Jan 2022
Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device Placement Tianze Wang A. H. Payberah D. Hagos Vladimir Vlassov GNN 32 0 0 21 Jan 2022
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge Arthi Padmanabhan Neil Agarwal Anand Iyer Ganesh Ananthanarayanan Yuanchao Shu Nikolaos Karianakis G. Xu Ravi Netravali 82 62 0 19 Jan 2022
Recent Progress in the CUHK Dysarthric Speech Recognition System Shansong Liu Mengzhe Geng Shoukang Hu Xurong Xie Mingyu Cui Jianwei Yu Xunying Liu Helen Meng 57 61 0 15 Jan 2022
UDC: Unified DNAS for Compressible TinyML Models Igor Fedorov Ramon Matas Hokchhay Tann Chu Zhou Matthew Mattina P. Whatmough AI4CE 87 14 0 15 Jan 2022
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019 Zhengying Liu Adrien Pavao Zhen Xu Sergio Escalera Fabio Ferreira ... Peng Wang Chenglin Wu Youcheng Xiong Arber Zela Yang Zhang AAML 79 26 0 11 Jan 2022
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Shou-Yong Hu Xurong Xie Mingyu Cui Jiajun Deng Shansong Liu Jianwei Yu Mengzhe Geng Xunying Liu Helen Meng 99 27 0 08 Jan 2022
Neural Architecture Search for Inversion Cheng Zhan Licheng Zhang Xin Zhao Chang-Chun Lee Shujiao Huang 37 0 0 05 Jan 2022
Self-directed Machine Learning Wenwu Zhu Xin Eric Wang P. Xie 67 6 0 04 Jan 2022
Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions Xin Wang Ziwei Zhang Haoyang Li Wenwu Zhu 134 2 0 04 Jan 2022
Automatic Mixed-Precision Quantization Search of BERT Changsheng Zhao Ting Hua Yilin Shen Qian Lou Hongxia Jin MQ 58 22 0 30 Dec 2021
Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective Lanning Wei Huan Zhao Zhiqiang He AI4CE 81 44 0 29 Dec 2021
Automatic Pharma News Categorization S. Adaszewski P. Kuner Ralf J. Jaeger OOD 88 3 0 28 Dec 2021
Learn Layer-wise Connections in Graph Neural Networks Lanning Wei Huan Zhao Zhiqiang He GNN 32 4 0 27 Dec 2021
DARTS without a Validation Set: Optimizing the Marginal Likelihood M. Fil Binxin Ru Clare Lyle Y. Gal 76 2 0 24 Dec 2021
AutoCTS: Automated Correlated Time Series Forecasting -- Extended Version Xinle Wu Dalin Zhang Chenjuan Guo Chaoyang He B. Yang Christian S. Jensen AI4TS 85 73 0 21 Dec 2021
Enabling NAS with Automated Super-Network Generation J. P. Muñoz N. Lyalyushkin Yash Akhauri A. Senina Alexander Kozlov Nilesh Jain 64 17 0 20 Dec 2021
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet Cheng-Fang Peng Andriy Myronenko Ali Hatamizadeh V. Nath M. R. Siddiquee Yufan He Daguang Xu Ramalingam Chellappa Dong Yang SSeg 60 24 0 20 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 126 27 0 16 Dec 2021
FEAR: Fast, Efficient, Accurate and Robust Visual Tracker Vasyl Borsuk Roman Vei Orest Kupyn T. Martyniuk Igor Krashenyi Jivrí Matas 68 53 0 15 Dec 2021
Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting Donghui Chen Ling-Hao Chen Zongjiang Shang Youdong Zhang Bo Wen Chenghu Yang AI4TS 73 7 0 14 Dec 2021
Programming Knowledge Tracing: A Comprehensive Dataset and A New Model Renyu Zhu Dongxiang Zhang Chengcheng Han Ming Gao Xuesong Lu Weining Qian Aoying Zhou 95 15 0 11 Dec 2021
Quantum Architecture Search via Continual Reinforcement Learning Esther Ye Samuel Yen-Chi Chen 74 30 0 10 Dec 2021
Searching Parameterized AP Loss for Object Detection Chenxin Tao Zizhang Li Xizhou Zhu Gao Huang Yong-Jin Liu Jifeng Dai 54 5 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 88 1 0 09 Dec 2021
Evaluating Generic Auto-ML Tools for Computational Pathology L. O. Schwen D. Schacherer C. Geißler A. Homeyer 61 12 0 07 Dec 2021
RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition Cheng Peng Yangyang Li Ronghua Shang L. Jiao 91 14 0 07 Dec 2021
Exploring Complicated Search Spaces with Interleaving-Free Sampling Yunjie Tian Lingxi Xie Jiemin Fang Jianbin Jiao QiXiang Ye Qi Tian 86 0 0 05 Dec 2021
Data-Free Neural Architecture Search via Recursive Label Calibration Zechun Liu Zhiqiang Shen Yun Long Eric P. Xing Kwang-Ting Cheng Chas Leichner 43 7 0 03 Dec 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information Zhiling Wang Shimin Di Lei Chen GNN AI4CE 94 40 0 02 Dec 2021
Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search Jay P. Gala P. Xie 113 1 0 01 Dec 2021
Training BatchNorm Only in Neural Architecture Search and Beyond Yichen Zhu Jie Du Yuqin Zhu Yi Wang Zhicai Ou Feifei Feng Jian Tang 84 1 0 01 Dec 2021
Improving Differentiable Architecture Search with a Generative Model Ruisi Zhang Youwei Liang Sai Ashish Somayajula P. Xie OOD 57 0 0 30 Nov 2021
MAPLE: Microprocessor A Priori for Latency Estimation Saad Abbasi Alexander Wong M. Shafiee 82 12 0 30 Nov 2021