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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
MoRe Fine-Tuning with 10x Fewer Parameters Wenxuan Tan Nicholas Roberts Tzu-Heng Huang Jitian Zhao John Cooper Samuel Guo Chengyu Duan Frederic Sala 75 0 0 30 Aug 2024
A proof of contribution in blockchain using game theoritical deep learning model Jin Wang 38 0 0 25 Aug 2024
Optimal Layer Selection for Latent Data Augmentation Tomoumi Takase Ryo Karakida 67 1 0 24 Aug 2024
Efficient Search for Customized Activation Functions with Gradient Descent Lukas Strack Mahmoud Safari Frank Hutter 71 1 0 13 Aug 2024
Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models Jialiang Wang Shimin Di Hanmo Liu Zhili Wang Jiachuan Wang Lei Chen Xiaofang Zhou 83 0 0 13 Aug 2024
Layerwise Recurrent Router for Mixture-of-Experts Zihan Qiu Zeyu Huang Shuang Cheng Yizhi Zhou Zili Wang Ivan Titov Jie Fu MoE 155 2 0 13 Aug 2024
Combining Neural Architecture Search and Automatic Code Optimization: A Survey Inas Bachiri Hadjer Benmeziane Smail Niar Riyadh Baghdadi Hamza Ouarnoughi Abdelkrime Aries 128 0 0 07 Aug 2024
TopoNAS: Boosting Search Efficiency of Gradient-based NAS via Topological Simplification Giacomo Vedovati ShiNung Ching Bo Yuan 86 0 0 02 Aug 2024
Efficient Multi-Objective Neural Architecture Search via Pareto Dominance-based Novelty Search An Vo Ngoc Hoang Luong 53 0 0 30 Jul 2024
Robust and Efficient Transfer Learning via Supernet Transfer in Warm-started Neural Architecture Search Prabhant Singh Joaquin Vanschoren AAML OOD 124 0 0 26 Jul 2024
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers Zhengang Li Alec Lu Yanyue Xie Zhenglun Kong Mengshu Sun ... Zhaoyang Han Caiwen Ding Yanzhi Wang Xue Lin Zhenman Fang 80 5 0 25 Jul 2024
HyTAS: A Hyperspectral Image Transformer Architecture Search Benchmark and Analysis Fangqin Zhou Mert Kilickaya Joaquin Vanschoren Ran Piao 63 1 0 23 Jul 2024
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism Yu Xue Chenchen Zhu MengChu Zhou Mohamed Wahib Moncef Gabbouj 88 2 0 22 Jul 2024
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets Peng Liao Xilu Wang Yaochu Jin WenLi Du 76 0 0 18 Jul 2024
FYI: Flip Your Images for Dataset Distillation Byunggwan Son Youngmin Oh Donghyeon Baek Bumsub Ham DD 118 3 0 11 Jul 2024
AutoFlow: Automated Workflow Generation for Large Language Model Agents Zelong Li Shuyuan Xu Kai Mei Wenyue Hua Balaji Rama Om Raheja Hao Wang He Zhu Yongfeng Zhang AIFin AI4CE LLMAG 100 19 0 01 Jul 2024
RepAct: The Re-parameterizable Adaptive Activation Function Xian Wu Qingchuan Tao Shuang Wang 72 0 0 28 Jun 2024
Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture Zhengxin Yang Wanling Gao Luzhou Peng Yunyou Huang Fei Tang Jianfeng Zhan 76 1 0 20 Jun 2024
Fair Differentiable Neural Network Architecture Search for Long-Tailed Data with Self-Supervised Learning Jiaming Yan 96 0 0 19 Jun 2024
Evolutionary Spiking Neural Networks: A Survey Shuaijie Shen Rui Zhang Chao Wang Renzhuo Huang Aiersi Tuerhong Qinghai Guo Zhichao Lu Jianguo Zhang Luziwei Leng 62 6 0 18 Jun 2024
DistilDoc: Knowledge Distillation for Visually-Rich Document Applications Jordy Van Landeghem Subhajit Maity Ayan Banerjee Matthew Blaschko Marie-Francine Moens Josep Lladós Sanket Biswas 138 2 0 12 Jun 2024
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach Difan Deng Marius Lindauer AI4TS 91 0 0 07 Jun 2024
Slicing Mutual Information Generalization Bounds for Neural Networks Kimia Nadjahi Kristjan Greenewald Rickard Brüel-Gabrielsson Justin Solomon 99 4 0 06 Jun 2024
Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models Peijie Dong Lujun Li Zhenheng Tang Xiang Liu Xinglin Pan Qiang-qiang Wang Xiaowen Chu 153 33 0 05 Jun 2024
Towards Neural Architecture Search for Transfer Learning in 6G Networks Adam Orucu Farnaz Moradi Masoumeh Ebrahimi Andreas Johnsson AI4CE 66 1 0 04 Jun 2024
CAP: A Context-Aware Neural Predictor for NAS Han Ji Yuqi Feng Yanan Sun 65 1 0 04 Jun 2024
Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS Hao Fu Tunhou Zhang Hai Li Yiran Chen 74 0 0 04 Jun 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework Yiyang Zhao Yunzhuo Liu Bo Jiang Tian Guo 105 3 0 03 Jun 2024
Multi-Objective Neural Architecture Search by Learning Search Space Partitions Yiyang Zhao Linnan Wang Tian Guo 143 1 0 01 Jun 2024
einspace: Searching for Neural Architectures from Fundamental Operations Linus Ericsson Miguel Espinosa Chenhongyi Yang Antreas Antoniou Amos Storkey Shay B. Cohen Jingyu Sun Elliot J. Crowley 81 1 0 31 May 2024
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 97 1 0 27 May 2024
The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol Konstanty Subbotko Wojciech Jablonski Piotr Bilinski 92 0 0 26 May 2024
GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts S. Casarin Oswald Lanz Sergio Escalera GNN OOD 76 0 0 11 May 2024
Generative flow induced neural architecture search: Towards discovering optimal architecture in wavelet neural operator Hartej Soin Tapas Tripura Souvik Chakraborty 50 3 0 11 May 2024
Hard Work Does Not Always Pay Off: Poisoning Attacks on Neural Architecture Search Zachary Coalson Huazheng Wang Qingyun Wu Sanghyun Hong OOD AAML 67 0 0 09 May 2024
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks Xue Geng Zhe Wang Chunyun Chen Qing Xu Kaixin Xu ... Zhenghua Chen M. Aly Jie Lin Min-man Wu Xiaoli Li 87 1 0 09 May 2024
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost Yuan Gao Weizhong Zhang Wenhan Luo Lin Ma Jin-Gang Yu Gui-Song Xia Jiayi Ma 82 1 0 09 May 2024
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation Xuehai He Jian Zheng Jacob Zhiyuan Fang Robinson Piramuthu Mohit Bansal Vicente Ordonez Gunnar Sigurdsson Nanyun Peng Xin Eric Wang DiffM 98 1 0 08 May 2024
Large Language Models Synergize with Automated Machine Learning Jinglue Xu Jialong Li Zhen Liu Nagar Anthel Venkatesh Suryanarayanan Guoyuan Zhou Jia Guo Hitoshi Iba Kenji Tei 88 5 0 06 May 2024
Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation Emil Benedykciuk Marcin Denkowski Grzegorz Wójcik 70 0 0 06 May 2024
Structural Pruning of Pre-trained Language Models via Neural Architecture Search Aaron Klein Jacek Golebiowski Xingchen Ma Valerio Perrone Cédric Archambeau 85 2 0 03 May 2024
Graph is all you need? Lightweight data-agnostic neural architecture search without training Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Chunheng Jiang Jianxi Gao GNN 88 1 0 02 May 2024
CSCO: Connectivity Search of Convolutional Operators Tunhou Zhang Shiyu Li Hsin-Pai Cheng Feng Yan Hai Helen Li Yiran Chen 113 0 0 26 Apr 2024
Surprisingly Strong Performance Prediction with Neural Graph Features Gabriela Kadlecová Jovita Lukasik Martin Pilát Petra Vidnerová Mahmoud Safari Roman Neruda Frank Hutter GNN OOD 109 2 0 25 Apr 2024
Efficient NAS with FaDE on Hierarchical Spaces Simon Neumeyer Julian Stier Michael Granitzer 20 1 0 24 Apr 2024
FedTrans: Efficient Federated Learning via Multi-Model Transformation Yuxuan Zhu Jiachen Liu Mosharaf Chowdhury Fan Lai 89 0 0 21 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 115 1 0 18 Apr 2024
Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity Nilotpal Sinha Peyman Rostami Abd El Rahman Shabayek Anis Kacem Djamila Aouada 88 2 0 15 Apr 2024
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models Haojun Sun Chen Tang Zhi Wang Yuan Meng Jingyan Jiang Xinzhu Ma Wenwu Zhu MQ 110 6 0 15 Apr 2024
Differentiable Search for Finding Optimal Quantization Strategy Lianqiang Li Chenqian Yan Yefei Chen MQ 84 2 0 10 Apr 2024