v1v2 (latest)

DARTS: Differentiable Architecture Search

24 June 2018

Papers citing "DARTS: Differentiable Architecture Search"

50 / 2,367 papers shown

Title
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image FusionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Risheng Liu Zhu Liu Jinyuan Liu Xin-Yue Fan Zhongxuan Luo 191 70 0 25 May 2023
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyMLACM Transactions on Evolutionary Learning and Optimization (TELO), 2023 M. Deutel G. Kontes Christopher Mutschler Jürgen Teich 434 3 0 23 May 2023
Do Not Train It: A Linear Neural Architecture Search of Graph Neural NetworksInternational Conference on Machine Learning (ICML), 2023 Peng Xu Lin Zhang Xuanzhou Liu Jiaqi Sun Yue Zhao Haiqing Yang Bei Yu GNN 244 13 0 23 May 2023
Enhancing Speech Emotion Recognition Through Differentiable Architecture Search Thejan Rajapakshe R. Rana Sara Khalifa Berrak Sisman Björn Schuller 172 4 0 23 May 2023
One-step differentiation of iterative algorithmsNeural Information Processing Systems (NeurIPS), 2023 Jérôme Bolte Edouard Pauwels Samuel Vaiter 246 23 0 23 May 2023
Effective Bilevel Optimization via Minimax Reformulation Xiaoyu Wang Boyao Wang Renjie Pi Tong Zhang 189 3 0 22 May 2023
Enhanced Meta Label Correction for Coping with Label CorruptionIEEE International Conference on Computer Vision (ICCV), 2023 Mitchell Keren Taraday Chaim Baskin 286 7 0 22 May 2023
NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis based on Frequency ModulationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Zhe Ye Wei Xue Xuejiao Tan Qi-fei Liu Yi-Ting Guo 155 3 0 22 May 2023
Embracing Compact and Robust Architectures for Multi-Exposure Image Fusion Zhu Liu Jinyuan Liu Guanyao Wu Xin-Yue Fan Risheng Liu 222 20 0 20 May 2023
ALT: An Automatic System for Long Tail Scenario ModelingIEEE International Conference on Data Engineering (ICDE), 2023 Ya-Lin Zhang Jun Zhou Yankun Ren Yue Zhang Xinxing Yang Meng Li Qitao Shi Longfei Li 127 0 0 19 May 2023
PDP: Parameter-free Differentiable Pruning is All You NeedNeural Information Processing Systems (NeurIPS), 2023 Minsik Cho Saurabh N. Adya Devang Naik VLM 187 15 0 18 May 2023
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory ComputingInternational Conference on Edge Computing [Services Society] (EDGE), 2023 Hadjer Benmeziane Corey Lammie I. Boybat Malte J. Rasch Corey Lammie ... Smail Niar Hamza Ouarnoughi Vijay Narayanan Abu Sebastian Kaoutar El Maghraoui 143 13 0 17 May 2023
Tailoring Instructions to Student's Learning Levels Boosts Knowledge DistillationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yuxin Ren Zi-Qi Zhong Xingjian Shi Yi Zhu Chun Yuan Mu Li 276 7 0 16 May 2023
One-shot neural band selection for spectral recoveryIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Hai-Miao Hu Zhenbo Xu Wenshuai Xu You Song YiTao Zhang Liu Liu Zhilin Han Ajin Meng 73 1 0 16 May 2023
GeNAS: Neural Architecture Search with Better GeneralizationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Joonhyun Jeong Joonsang Yu Geondo Park Dongyoon Han Y. Yoo 175 4 0 15 May 2023
Artificial intelligence to advance Earth observation: a perspectiveIEEE Geoscience and Remote Sensing Magazine (GRSM), 2023 D. Tuia Konrad Schindler Begüm Demir Gustau Camps-Valls Xiao Xiang Zhu ... Mihai Datcu Jorge-Arnulfo Quiané-Ruiz Volker Markl Bertrand Le Saux Rochelle Schneider 233 35 0 15 May 2023
TIPS: Topologically Important Path Sampling for Anytime Neural NetworksInternational Conference on Machine Learning (ICML), 2023 Guihong Li Kartikeya Bhardwaj Yuedong Yang R. Marculescu AAML 267 0 0 13 May 2023
Information Bottleneck Analysis of Deep Neural Networks via Lossy CompressionInternational Conference on Learning Representations (ICLR), 2023 I. Butakov Alexander Tolmachev S. Malanchuk A. Neopryatnaya Alexey Frolov K. Andreev 226 16 0 13 May 2023
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning Jun Shu Xiang Yuan Deyu Meng Zongben Xu 229 5 0 13 May 2023
Efficient Search of Comprehensively Robust Neural Architectures via Multi-fidelity EvaluationPattern Recognition (Pattern Recogn.), 2023 Jialiang Sun Wen Yao Tingsong Jiang Xiaoqian Chen AAML 150 12 0 12 May 2023
Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning SystemsNeural Networks (Neural Netw.), 2023 Yeshwanth Venkatesha Youngeun Kim Hyoungseob Park Priyadarshini Panda FedML 98 6 0 11 May 2023
Backpropagation-Free 4D Continuous Ant-Based Neural Topology SearchApplied Soft Computing (Appl. Soft Comput.), 2023 A. ElSaid K. Ricanek Zeming Lyu Alexander Ororbia Travis J. Desell 213 3 0 11 May 2023
Visual TuningACM Computing Surveys (ACM Comput. Surv.), 2023 Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 382 57 0 10 May 2023
GPT-NAS: Evolutionary Neural Architecture Search with the Generative Pre-Trained ModelBig Data Mining and Analytics (BDMA), 2023 Caiyang Yu Xianggen Liu Wentao Feng Yun Liu Wentao Feng Deng Xiong Chenwei Tang Jiancheng Lv 208 6 0 09 May 2023
Evolution under Length Constraints for CNN Architecture designInternational Conference on Digital Signal Processing (ICDSP), 2023 Ousmane Youme J. Dembele E. C. Ezin C. Cambier 3DV 143 2 0 05 May 2023
Hyperparameter Optimization through Neural Network PartitioningInternational Conference on Learning Representations (ICLR), 2023 Bruno Mlodozeniec M. Reisser Christos Louizos 169 12 0 28 Apr 2023
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder NetworkIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Rui Zhang Luziwei Leng Kaiwei Che Hu Zhang Jieling Cheng Qinghai Guo Jiangxing Liao Ran Cheng 172 15 0 24 Apr 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile TelepresenceComputer Vision and Pattern Recognition (CVPR), 2023 Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 220 6 0 24 Apr 2023
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture SearchIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Di Wang Bo Du Guang Dai Dacheng Tao 74 5 0 23 Apr 2023
Meta-multigraph Search: Rethinking Meta-structure on Heterogeneous Information NetworksKnowledge-Based Systems (KBS), 2023 Chao Li Hao Xu Kun He 182 4 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 122 5 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 251 88 0 21 Apr 2023
Multi-scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks Wenxuan Pan Feifei Zhao Bing Han Yi Zeng 290 2 0 21 Apr 2023
DeepReShape: Redesigning Neural Networks for Efficient Private Inference N. Jha Brandon Reagen 285 15 0 20 Apr 2023
Bridging Discrete and Backpropagation: Straight-Through and BeyondNeural Information Processing Systems (NeurIPS), 2023 Liyuan Liu Chengyu Dong Xiaodong Liu Bin Yu Jianfeng Gao BDL 199 31 0 17 Apr 2023
Canvas: End-to-End Kernel Architecture Search in Neural Networks Chenggang Zhao Genghan Zhang Mingyu Gao 161 2 0 16 Apr 2023
AutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detection Wentao Zhu Yufang Huang Xi Xie Wenxian Liu Jincan Deng Debing Zhang Zinan Lin Ji Liu 160 22 0 12 Apr 2023
Task Difficulty Aware Parameter Allocation & Regularization for Lifelong LearningComputer Vision and Pattern Recognition (CVPR), 2023 Wenjin Wang Yunqing Hu Qianglong Chen Yin Zhang CLL 208 15 0 11 Apr 2023
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture SearchACM Computing Surveys (ACM Comput. Surv.), 2023 Alexandre Heuillet A. Nasser Hichem Arioui Hedi Tabia AI4CE 301 25 0 11 Apr 2023
HPN: Personalized Federated Hyperparameter Optimization Anda Cheng Zhen Wang Yaliang Li Jianwei Cheng 195 1 0 11 Apr 2023
DartsReNet: Exploring new RNN cells in ReNet architecturesInternational Conference on Artificial Neural Networks (ICANN), 2020 Brian B. Moser Federico Raue Jörn Hees Andreas Dengel AI4TS SSeg 230 6 0 11 Apr 2023
Adversarially Robust Neural Architecture Search for Graph Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2023 Beini Xie Heng Chang Ziwei Zhang Xin Eric Wang Daixin Wang Qing Cui Rex Ying Wenwu Zhu AAML 176 19 0 09 Apr 2023
SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-LearningACM International Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB), 2023 Zifeng Wang Cao Xiao Jimeng Sun 144 27 0 07 Apr 2023
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive ShiftIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Gaojie Wu Weishi Zheng Yutong Lu Q. Tian ViT 183 22 0 07 Apr 2023
Robust Neural Architecture Search Xunyu Zhu Jian Li Yong-Jin Liu Weiping Wang AAML 115 6 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 148 0 0 02 Apr 2023
Reusing Deep Neural Network Models through Model Re-engineeringInternational Conference on Software Engineering (ICSE), 2023 Binhang Qi Hailong Sun Yantao Du Hongyu Zhang Zhaotian Li Xudong Liu 98 19 0 01 Apr 2023
Are Neural Architecture Search Benchmarks Well Designed? A Deeper Look Into Operation ImportanceInformation Sciences (Inf. Sci.), 2023 Vasco Lopes Bruno Degardin L. A. Alexandre 189 7 0 29 Mar 2023
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

All Papers

DARTS: Differentiable Architecture Search

Papers citing "DARTS: Differentiable Architecture Search"