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
Development of a Neural Network-Based Mathematical Operation Protocol for Embedded Hexadecimal Digits Using Neural Architecture Search (NAS) Victor Robila Kexin Pei Junfeng Yang 98 0 0 12 Nov 2022
CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks Xuan Rao Bo Zhao Xiaosong Yi 90 4 0 11 Nov 2022
NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation Abbavaram Gowtham Reddy V. Balasubramanian CML 70 0 0 08 Nov 2022
Hyperparameter optimization in deep multi-target prediction Dimitrios Iliadis Marcel Wever B. De Baets Willem Waegeman 66 1 0 08 Nov 2022
Federated Hypergradient Descent A. K. Kan FedML 87 3 0 03 Nov 2022
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars Simon Schrodi Daniel Stoll Binxin Ru R. Sukthanker Thomas Brox Frank Hutter 122 5 0 03 Nov 2022
Speeding up NAS with Adaptive Subset Selection Vishak Prasad Colin White P. Jain Sibasis Nayak Ganesh Ramakrishnan BDL 90 6 0 02 Nov 2022
Automated Dominative Subspace Mining for Efficient Neural Architecture Search Yaofo Chen Yong Guo Daihai Liao Fanbing Lv Hengjie Song James Tin-Yau Kwok Mingkui Tan 88 4 0 31 Oct 2022
PredNAS: A Universal and Sample Efficient Neural Architecture Search Framework Liuchun Yuan Zehao Huang Naiyan Wang 82 0 0 26 Oct 2022
NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks Huihong Shi Haoran You Yang Zhao Zhongfeng Wang Yingyan Lin 122 7 0 24 Oct 2022
Transformers over Directed Acyclic Graphs Yu Luo Veronika Thost Lei Shi GNN AI4CE 146 20 0 24 Oct 2022
Deep Model Reassembly Xingyi Yang Zhou Daquan Songhua Liu Jingwen Ye Xinchao Wang MoMe 100 129 0 24 Oct 2022
Efficient Automatic Machine Learning via Design Graphs Shirley Wu Jiaxuan You J. Leskovec Rex Ying GNN 65 1 0 21 Oct 2022
Neural Architectural Backdoors Ren Pang Changjiang Li Zhaohan Xi S. Ji Ting Wang AAML 55 0 0 21 Oct 2022
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition Samuel Dooley R. Sukthanker John P. Dickerson Colin White Frank Hutter Micah Goldblum CVBM 132 23 0 18 Oct 2022
Extensible Proxy for Efficient NAS Yuhong Li Jiajie Li Cong Han P. Li Jinjun Xiong De-huai Chen 64 1 0 17 Oct 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning Dongze Lian Daquan Zhou Jiashi Feng Xinchao Wang 122 265 0 17 Oct 2022
HQNAS: Auto CNN deployment framework for joint quantization and architecture search Hongjiang Chen Yang Wang Leibo Liu Shaojun Wei Shouyi Yin MQ 39 2 0 16 Oct 2022
FAQS: Communication-efficient Federate DNN Architecture and Quantization Co-Search for personalized Hardware-aware Preferences Hongjiang Chen Yang Wang Leibo Liu Shaojun Wei Shouyi Yin FedML MQ 39 0 0 16 Oct 2022
$Λ$ -DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells Sajad Movahedi Melika Adabinejad Ayyoob Imani Arezou Keshavarz Mostafa Dehghani A. Shakery Babak N. Araabi 89 19 0 14 Oct 2022
Pareto-aware Neural Architecture Generation for Diverse Computational Budgets Yong Guo Yaofo Chen Yin Zheng Qi Chen P. Zhao Jian Chen Junzhou Huang Mingkui Tan 81 5 0 14 Oct 2022
RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks Alberto Marchisio Vojtěch Mrázek Andrea Massa Beatrice Bussolino Maurizio Martina Mohamed Bennai AAML 140 6 0 11 Oct 2022
LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds Chenxi Liu Zhaoqi Leng Peigen Sun Shuyang Cheng C. Qi Yin Zhou Mingxing Tan Drago Anguelov 3DPC 3DV 106 5 0 10 Oct 2022
Demystifying Map Space Exploration for NPUs Sheng-Chun Kao A. Parashar Po-An Tsai T. Krishna 103 10 0 07 Oct 2022
DreamShard: Generalizable Embedding Table Placement for Recommender Systems Daochen Zha Louis Feng Qiaoyu Tan Zirui Liu Kwei-Herng Lai Bhargav Bhushanam Yuandong Tian A. Kejariwal Helen Zhou LMTD OffRL 94 28 0 05 Oct 2022
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation Yi-Chun Wang J. Hsieh Ming-Ching Chang 77 1 0 03 Oct 2022
A Multiagent Framework for the Asynchronous and Collaborative Extension of Multitask ML Systems Andrea Gesmundo 104 2 0 29 Sep 2022
Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning Manas Gupta Efe Camci Vishandi Rudy Keneta Abhishek Vaidyanathan Ritwik Kanodia Chuan-Sheng Foo Wu Min Lin Jie 71 14 0 29 Sep 2022
Towards Regression-Free Neural Networks for Diverse Compute Platforms Rahul Duggal Hao Zhou Shuo Yang Jun Fang Yuanjun Xiong Wei Xia UQCV 81 1 0 27 Sep 2022
Searching a High-Performance Feature Extractor for Text Recognition Network Hui Zhang Quanming Yao James T. Kwok X. Bai 76 7 0 27 Sep 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 96 34 0 27 Sep 2022
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search Slawomir Kierat Mateusz Sieniawski Denys Fridman Chendi Yu Szymon Migacz Pawel M. Morkisz A. Fit-Florea 3DPC 53 0 0 23 Sep 2022
Variational Inference for Infinitely Deep Neural Networks Achille Nazaret David M. Blei BDL 100 11 0 21 Sep 2022
PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference Hongwu Peng Shangli Zhou Yukui Luo Shijin Duan Nuo Xu ... Tong Geng Ang Li Wujie Wen Xiaolin Xu Caiwen Ding 83 4 0 20 Sep 2022
Omni-Dimensional Dynamic Convolution Chao Li Aojun Zhou Anbang Yao 96 242 0 16 Sep 2022
EZNAS: Evolving Zero Cost Proxies For Neural Architecture Scoring Yash Akhauri J. P. Muñoz Nilesh Jain Ravi Iyer 114 14 0 15 Sep 2022
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Andrea Gesmundo 61 18 0 15 Sep 2022
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices Christoph Gerum Adrian Frischknecht T. Hald Paul Palomero Bernardo Konstantin Lubeck Oliver Bringmann 83 10 0 08 Sep 2022
CWP: Instance complexity weighted channel-wise soft masks for network pruning Jiapeng Wang Ming Ma Zhenhua Yu 77 0 0 08 Sep 2022
Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation Simone Angarano Francesco Salvetti Mauro Martini Marcello Chiaberge GAN 110 22 0 07 Sep 2022
On the Privacy Risks of Cell-Based NAS Architectures Haiping Huang Zhikun Zhang Yun Shen Michael Backes Qi Li Yang Zhang 94 8 0 04 Sep 2022
Reinforced Continual Learning for Graphs Appan Rakaraddi Siew-Kei Lam Mahardhika Pratama Marcus Vinícius de Carvalho CLL 128 25 0 04 Sep 2022
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters Pierrick Pochelu S. Petiton B. Conche AI4CE 69 3 0 30 Aug 2022
SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance Li Zhang Youkow Homma Yujing Wang Min-man Wu Mao Yang Ruofei Zhang Ting Cao Wei Shen OffRL 88 5 0 30 Aug 2022
Hardware-aware mobile building block evaluation for computer vision Maxim Bonnaerens Matthias Anton Freiberger Marian Verhelst J. Dambre 83 1 0 26 Aug 2022
SONAR: Joint Architecture and System Optimization Search Elias Jääsaari Michelle Ma Ameet Talwalkar Tianqi Chen 71 1 0 25 Aug 2022
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS) H. Chen Yunqi Li He Zhu Yongfeng Zhang 90 6 0 23 Aug 2022
FocusFormer: Focusing on What We Need via Architecture Sampler Jing Liu Jianfei Cai Bohan Zhuang 65 8 0 23 Aug 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey Dalin Zhang Kaixuan Chen Yan Zhao B. Yang Li-Ping Yao Christian S. Jensen 127 3 0 22 Aug 2022
Differentiable Architecture Search with Random Features Xuanyang Zhang Yonggang Li Xinming Zhang Yongtao Wang Jian Sun 70 11 0 18 Aug 2022