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DARTS: Differentiable Architecture Search

24 June 2018

Papers citing "DARTS: Differentiable Architecture Search"

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Title
DisWOT: Student Architecture Search for Distillation WithOut TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Peijie Dong Lujun Li Zimian Wei 163 77 0 28 Mar 2023
Binarizing Sparse Convolutional Networks for Efficient Point Cloud AnalysisComputer Vision and Pattern Recognition (CVPR), 2023 Xiuwei Xu Ziwei Wang Jie Zhou Jiwen Lu 3DPC MQ 211 8 0 27 Mar 2023
CP-CNN: Core-Periphery Principle Guided Convolutional Neural Network Lin Zhao Haixing Dai Zihao Wu Dajiang Zhu Tianming Liu 167 1 0 27 Mar 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 G. Jin Yuxuan Liang Yuchen Fang Zezhi Shao Jincai Huang Junbo Zhang Yu Zheng AI4TS AI4CE 271 353 0 25 Mar 2023
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection Junji Otsuka Masakazu Yoshimura Takeshi Ohashi 213 5 0 24 Mar 2023
OFA $^2$ : A Multi-Objective Perspective for the Once-for-All Neural Architecture SearchIEEE International Joint Conference on Neural Network (IJCNN), 2023 Rafael C. Ito F. J. Zuben 105 1 0 23 Mar 2023
DetOFA: Efficient Training of Once-for-All Networks for Object Detection Using Path Filter Yuiko Sakuma Masato Ishii T. Narihira 184 5 0 23 Mar 2023
Solving Oscillation Problem in Post-Training Quantization Through a Theoretical PerspectiveComputer Vision and Pattern Recognition (CVPR), 2023 Yuexiao Ma Huixia Li Xiawu Zheng Xuefeng Xiao Rui Wang Shilei Wen Xin Pan Jiayi Ji Rongrong Ji MQ 196 15 0 21 Mar 2023
ERSAM: Neural Architecture Search For Energy-Efficient and Real-Time Social Ambiance MeasurementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Chaojian Li Wenwan Chen Jiayi Yuan Yingyan Lin Ashutosh Sabharwal 227 0 0 19 Mar 2023
A Dynamic Multi-Scale Voxel Flow Network for Video PredictionComputer Vision and Pattern Recognition (CVPR), 2023 Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 198 84 0 17 Mar 2023
Dynamic Structure Pruning for Compressing CNNsAAAI Conference on Artificial Intelligence (AAAI), 2023 Jun-Hyung Park Yeachan Kim Junho Kim Joon-Young Choi SangKeun Lee GNN 133 22 0 17 Mar 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile DevicesIEEE International Conference on Computer Vision (ICCV), 2023 Chen Tang Li Zhang Huiqiang Jiang Jiahang Xu Ting Cao Quanlu Zhang Yuqing Yang Zhi Wang Mao Yang 136 14 0 17 Mar 2023
Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models Aashka Trivedi Takuma Udagawa Michele Merler Yikang Shen Yousef El-Kurdi Bishwaranjan Bhattacharjee 247 9 0 16 Mar 2023
Bayesian Quadrature for Neural Ensemble Search Saad Hamid Xingchen Wan Martin Jørgensen Binxin Ru Michael A. Osborne BDL UQCV 150 1 0 15 Mar 2023
HYBRIDFORMER: improving SqueezeFormer with hybrid attention and NSR mechanismIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Yuguang Yang Yu Pan Jingjing Yin Jiangyu Han Lei Ma Heng Lu 99 14 0 15 Mar 2023
Sensitivity-Aware Visual Parameter-Efficient Fine-TuningIEEE International Conference on Computer Vision (ICCV), 2023 Haoyu He Jianfei Cai Jing Zhang Dacheng Tao Bohan Zhuang VPVLM 215 82 0 15 Mar 2023
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoMLJournal of Artificial Intelligence Research (JAIR), 2023 Hilde J. P. Weerts Florian Pfisterer Matthias Feurer Katharina Eggensperger Eddie Bergman Noor H. Awad Joaquin Vanschoren Mykola Pechenizkiy J. Herbinger Katharina Eggensperger FaML 303 22 0 15 Mar 2023
AutoTransfer: AutoML with Knowledge Transfer -- An Application to Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2023 Kaidi Cao Jiaxuan You Jiaju Liu J. Leskovec 230 9 0 14 Mar 2023
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge EnvironmentsACM/IEEE International Conference on Mobile Computing and Networking (MobiCom), 2023 Hao Wen Yuanchun Li Zunshuai Zhang Shiqi Jiang Xiaozhou Ye Ouyang Ye Yaqin Zhang Yunxin Liu 231 54 0 13 Mar 2023
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReIDComputer Vision and Pattern Recognition (CVPR), 2023 Jianyang Gu Kai Wang Haowen Luo Chen Chen Wei Jiang Yuqiang Fang Shang Zhang Yang You Jian-jun Zhao 149 67 0 13 Mar 2023
Dynamic Neural Network for Multi-Task Learning Searching across Diverse Network TopologiesComputer Vision and Pattern Recognition (CVPR), 2023 Wonhyeok Choi Sunghoon Im 169 11 0 13 Mar 2023
AutoMLP: Automated MLP for Sequential RecommendationsThe Web Conference (WWW), 2023 Muyang Li Zijian Zhang Xiangyu Zhao Wanyu Wang Minghao Zhao Runze Wu Ruocheng Guo AI4TS 133 58 0 11 Mar 2023
Ignorance is Bliss: Robust Control via Information GatingNeural Information Processing Systems (NeurIPS), 2023 Manan Tomar Riashat Islam Matthew E. Taylor Sergey Levine Philip Bachman 177 13 0 10 Mar 2023
Multi-task Meta Label Correction for Time Series PredictionPattern Recognition (Pattern Recogn.), 2023 Luxuan Yang Ting Gao Wei Wei Min Dai Cheng Fang Jinqiao Duan AI4TS 330 7 0 09 Mar 2023
Efficient Transformer-based 3D Object Detection with Dynamic Token HaltingIEEE International Conference on Computer Vision (ICCV), 2023 Mao Ye Gregory P. Meyer Yuning Chai Qiang Liu 210 9 0 09 Mar 2023
Provable Pathways: Learning Multiple Tasks over Multiple PathsAAAI Conference on Artificial Intelligence (AAAI), 2023 Yingcong Li Samet Oymak MoE 167 4 0 08 Mar 2023
Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?International Conference on Machine Learning (ICML), 2023 Boris Knyazev Doha Hwang Damien Scieur AI4CE 164 28 0 07 Mar 2023
Reparameterization through Spatial Gradient ScalingInternational Conference on Learning Representations (ICLR), 2023 A. Detkov Mohammad Salameh Muhammad Fetrat Qharabagh Jialin Zhang Wei Lui Shangling Jui Di Niu 213 0 0 05 Mar 2023
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVsIEEE International Conference on Robotics and Automation (ICRA), 2023 Elia Cereda Luca Crupi Matteo Risso Luca Bompani Luca Benini Alessandro Giusti Daniele Jahier Pagliari Daniele Palossi 129 5 0 03 Mar 2023
Automated Machine Learning for Deep Learning based Malware DetectionComputers & security (Comput. Secur.), 2023 Austin R. Brown Maanak Gupta Mahmoud Abdelsalam 169 57 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 207 2 0 01 Mar 2023
FTSO: Effective NAS via First Topology Second Operator Likang Wang Lei Chen 120 10 0 28 Feb 2023
PA&DA: Jointly Sampling PAth and DAta for Consistent NASComputer Vision and Pattern Recognition (CVPR), 2023 Shunong Lu Yu Hu Longxing Yang Zihao Sun Jilin Mei Jianchao Tan Chengru Song 157 13 0 28 Feb 2023
Balanced Training for Sparse GANsNeural Information Processing Systems (NeurIPS), 2023 Yite Wang Jing Wu N. Hovakimyan Tian Ding 250 12 0 28 Feb 2023
Implicit Bilevel Optimization: Differentiating through Bilevel Optimization ProgrammingAAAI Conference on Artificial Intelligence (AAAI), 2023 Francesco Alesiani 129 5 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 275 147 0 27 Feb 2023
An algorithmic framework for the optimization of deep neural networks architectures and hyperparametersJournal of machine learning research (JMLR), 2023 Julie Keisler El-Ghazali Talbi Sandra Claudel Gilles Cabriel 190 9 0 27 Feb 2023
DCLP: Neural Architecture Predictor with Curriculum Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Shenghe Zheng Hongzhi Wang Tianyu Mu 298 5 0 25 Feb 2023
Auto-HeG: Automated Graph Neural Network on Heterophilic GraphsThe Web Conference (WWW), 2023 Xin Zheng Miao Zhang C. Chen Qin Zhang Chuan Zhou Shirui Pan GNN 189 44 0 23 Feb 2023
A2S-NAS: Asymmetric Spectral-Spatial Neural Architecture Search For Hyperspectral Image ClassificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Lin Zhan Jiayuan Fan Peng Ye Jianjian Cao 110 4 0 23 Feb 2023
Unification of popular artificial neural network activation functionsFractional Calculus and Applied Analysis (FCAA), 2023 Mohammad Mostafanejad 62 0 0 21 Feb 2023
A General-Purpose Transferable Predictor for Neural Architecture SearchSDM (SDM), 2023 Fred X. Han Keith G. Mills Fabián A. Chudak Parsa Riahi Mohammad Salameh Jialin Zhang Wei Lu Shangling Jui Di Niu AI4CE OOD 133 3 0 21 Feb 2023
Achieving Hierarchy-Free Approximation for Bilevel Programs With Equilibrium ConstraintsInternational Conference on Machine Learning (ICML), 2023 Jiayang Li Jiahao Yu Boyi Liu Zhaoran Wang Y. Nie 230 7 0 20 Feb 2023
A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk MinimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Mathieu Dagréou Thomas Moreau Samuel Vaiter Pierre Ablin 219 16 0 17 Feb 2023
Search to Capture Long-range Dependency with Stacking GNNs for Graph ClassificationThe Web Conference (WWW), 2023 Lanning Wei Zhiqiang He Huan Zhao Quanming Yao 171 21 0 17 Feb 2023
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search Guangliang Cheng Peng Sun Ting-Bing Xu Shuchang Lyu Peiwen Lin 238 2 0 16 Feb 2023
A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillationApplied Energy (Appl. Energy), 2023 Jinxia Zhang Xinyi Chen Haikun Wei Kanjian Zhang 179 64 0 15 Feb 2023
Communication-Efficient Federated Bilevel Optimization with Local and Global Lower Level ProblemsNeural Information Processing Systems (NeurIPS), 2023 Junyi Li Feihu Huang Heng Huang FedML 182 14 0 13 Feb 2023
Symbolic Discovery of Optimization AlgorithmsNeural Information Processing Systems (NeurIPS), 2023 Xiangning Chen Chen Liang Da Huang Esteban Real Kaiyuan Wang ... Xuanyi Dong Thang Luong Cho-Jui Hsieh Yifeng Lu Quoc V. Le 693 507 0 13 Feb 2023
Stitchable Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2023 Zizheng Pan Jianfei Cai Bohan Zhuang 227 39 0 13 Feb 2023