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
Neural Architecture Design and Robustness: A Dataset Steffen Jung Jovita Lukasik Margret Keuper OOD AAML 84 20 0 11 Jun 2023
KAPLA: Pragmatic Representation and Fast Solving of Scalable NN Accelerator Dataflow Zhiyao Li Mingyu Gao 47 1 0 09 Jun 2023
Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations Hyeonjeong Ha Minseon Kim Sung Ju Hwang OOD AAML 68 6 0 08 Jun 2023
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts Ganesh Jawahar Haichuan Yang Yunyang Xiong Zechun Liu Dilin Wang ... Barlas Oğuz Muhammad Abdul-Mageed L. Lakshmanan Raghuraman Krishnamoorthi Vikas Chandra 84 4 0 08 Jun 2023
ColdNAS: Search to Modulate for User Cold-Start Recommendation Shiguang Wu Yaqing Wang Qinghe Jing Daxiang Dong Dejing Dou Quanming Yao 54 7 0 06 Jun 2023
Deep Active Learning with Structured Neural Depth Search Xiaoyun Zhang Xieyi Ping Jianwei Zhang 77 0 0 05 Jun 2023
Auto-Spikformer: Spikformer Architecture Search Kaiwei Che Zhaokun Zhou Zhengyu Ma Wei Fang Yanqing Chen Shuaijie Shen Liuliang Yuan Yonghong Tian 113 8 0 01 Jun 2023
Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities Maryam Shaygan Collin Meese Wanxin Li Xiaoliang (George) Zhao Mark M. Nejad 110 123 0 31 May 2023
DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models Sohyun An Hayeon Lee Jaehyeong Jo Seanie Lee Sung Ju Hwang DiffM 91 11 0 26 May 2023
Automated Search-Space Generation Neural Architecture Search Tianyi Chen Luming Liang Tian Ding Ilya Zharkov AI4CE 85 1 0 25 May 2023
GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing Yi Hu Chao Zhang Edward Andert Harshul Singh Aviral Shrivastava James Laudon Yan-Quan Zhou Bob Iannucci Carlee Joe-Wong 43 1 0 23 May 2023
ChatGPT as your Personal Data Scientist Md. Mahadi Hassan Alex Knipper Shubhra (Santu) Karmaker LM&MA LLMAG AI4CE 141 18 0 23 May 2023
NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis based on Frequency Modulation Zhe Ye Wei Xue Xuejiao Tan Qi-fei Liu Yi-Ting Guo 79 2 0 22 May 2023
ALT: An Automatic System for Long Tail Scenario Modeling Ya-Lin Zhang Jun Zhou Yankun Ren Yue Zhang Xinxing Yang Meng Li Qitao Shi Longfei Li 70 0 0 19 May 2023
Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression I. Butakov Alexander Tolmachev S. Malanchuk A. Neopryatnaya Alexey Frolov K. Andreev 116 7 0 13 May 2023
Efficient Search of Comprehensively Robust Neural Architectures via Multi-fidelity Evaluation Jialiang Sun Wen Yao Tingsong Jiang Xiaoqian Chen AAML 75 10 0 12 May 2023
Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems Yeshwanth Venkatesha Youngeun Kim Hyoungseob Park Priyadarshini Panda FedML 45 4 0 11 May 2023
Backpropagation-Free 4D Continuous Ant-Based Neural Topology Search A. ElSaid K. Ricanek Zeming Lyu Alexander Ororbia Travis J. Desell 21 3 0 11 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 174 41 0 10 May 2023
GPT-NAS: Evolutionary Neural Architecture Search with the Generative Pre-Trained Model Caiyang Yu Xianggen Liu Wentao Feng Yun Liu Wentao Feng Deng Xiong Chenwei Tang Jiancheng Lv 63 2 0 09 May 2023
Reduction of Class Activation Uncertainty with Background Information H. M. D. Kabir 96 9 0 05 May 2023
File Fragment Classification using Light-Weight Convolutional Neural Networks Mustafa Ghaleb K. Saaim Muhamad Felemban S. Al-Saleh Ahmad S. Al-Mulhem 72 1 0 01 May 2023
NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation Tong Zhou Yukui Luo Shaolei Ren Xiaolin Xu AAML 94 20 0 28 Apr 2023
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks Lei Zhang Yuge Zhang Kan Ren Dongsheng Li Yuqing Yang LLMAG 92 41 0 28 Apr 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 105 2 0 24 Apr 2023
Meta-multigraph Search: Rethinking Meta-structure on Heterogeneous Information Networks Chao Li Hao Xu Kun He 77 3 0 23 Apr 2023
LayerNAS: Neural Architecture Search in Polynomial Complexity Yicheng Fan Dana Alon Jingyue Shen Daiyi Peng Keshav Kumar Yun Long Xin Wang Fotis Iliopoulos Da-Cheng Juan Erik Vee 72 2 0 23 Apr 2023
Can GPT-4 Perform Neural Architecture Search? Mingkai Zheng Xiu Su Shan You Fei Wang Chao Qian Chang Xu Samuel Albanie ELM 126 59 0 21 Apr 2023
Multi-scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks Wenxuan Pan Feifei Zhao Bing Han Yi Zeng 91 4 0 21 Apr 2023
HPN: Personalized Federated Hyperparameter Optimization Anda Cheng Zhen Wang Yaliang Li Jianwei Cheng 74 1 0 11 Apr 2023
DartsReNet: Exploring new RNN cells in ReNet architectures Brian B. Moser Federico Raue Jörn Hees Andreas Dengel AI4TS SSeg 71 4 0 11 Apr 2023
A priori compression of convolutional neural networks for wave simulators Hamza Boukraichi N. Akkari F. Casenave David Ryckelynck 49 2 0 11 Apr 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 122 232 0 10 Apr 2023
Robust Neural Architecture Search Xunyu Zhu Jian Li Yong-Jin Liu Weiping Wang AAML 64 3 0 06 Apr 2023
Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy Ramtin Hosseini Li Zhang Bhanu Garg P. Xie FaML 44 0 0 02 Apr 2023
Are Neural Architecture Search Benchmarks Well Designed? A Deeper Look Into Operation Importance Vasco Lopes Bruno Degardin L. A. Alexandre 79 5 0 29 Mar 2023
FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation Zhuoran Xiong Marihan Amein O. Therrien W. Gross B. Meyer 64 0 0 28 Mar 2023
DisWOT: Student Architecture Search for Distillation WithOut Training Peijie Dong Lujun Li Zimian Wei 91 58 0 28 Mar 2023
CP-CNN: Core-Periphery Principle Guided Convolutional Neural Network Lin Zhao Haixing Dai Zihao Wu Dajiang Zhu Tianming Liu 106 1 0 27 Mar 2023
EdgeTran: Co-designing Transformers for Efficient Inference on Mobile Edge Platforms Shikhar Tuli N. Jha 76 3 0 24 Mar 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices Chen Tang Li Zhang Huiqiang Jiang Jiahang Xu Ting Cao Quanlu Zhang Yuqing Yang Zhi Wang Mao Yang 47 12 0 17 Mar 2023
Bayesian Quadrature for Neural Ensemble Search Saad Hamid Xingchen Wan Martin Jørgensen Binxin Ru Michael A. Osborne BDL UQCV 69 1 0 15 Mar 2023
AutoTransfer: AutoML with Knowledge Transfer -- An Application to Graph Neural Networks Kaidi Cao Jiaxuan You Jiaju Liu J. Leskovec 102 5 0 14 Mar 2023
Dynamic Neural Network for Multi-Task Learning Searching across Diverse Network Topologies Wonhyeok Choi Sunghoon Im 70 9 0 13 Mar 2023
DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network Xuan Shen Yaohua Wang Ming Lin Yi-Li Huang Hao Tang Xiuyu Sun Yanzhi Wang 144 34 0 05 Mar 2023
Automated Machine Learning for Deep Learning based Malware Detection Austin R. Brown Maanak Gupta Mahmoud Abdelsalam 77 44 0 03 Mar 2023
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System Chao Xue Wen Liu Shunxing Xie Zhenfang Wang Jiaxing Li ... Shi-Yong Chen Yibing Zhan Jing Zhang Chaoyue Wang Dacheng Tao 104 2 0 01 Mar 2023
FTSO: Effective NAS via First Topology Second Operator Likang Wang Lei Chen 62 10 0 28 Feb 2023
PA&DA: Jointly Sampling PAth and DAta for Consistent NAS Shunong Lu Yu Hu Longxing Yang Zihao Sun Jilin Mei Jianchao Tan Chengru Song 54 9 0 28 Feb 2023
Full Stack Optimization of Transformer Inference: a Survey Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan ... Qijing Huang Kurt Keutzer Michael W. Mahoney Y. Shao A. Gholami MQ 163 106 0 27 Feb 2023