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DARTS: Differentiable Architecture Search

24 June 2018

Papers citing "DARTS: Differentiable Architecture Search"

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Title
Architect of the Bits World: Masked Autoregressive Modeling for Circuit Generation Guided by Truth Table Haoyuan Wu Haisheng Zheng Shoubo Hu Zhuolun He Bei Yu 229 0 0 18 Feb 2025
Fast Data Aware Neural Architecture Search via Supernet Accelerated EvaluationInternet of Things (IoT), 2025 Emil Njor Colby R. Banbury Xenofon Fafoutis 249 2 0 18 Feb 2025
Neural Attention Search Difan Deng Marius Lindauer 434 0 0 18 Feb 2025
Growth strategies for arbitrary DAG neural architectures Stella Douka Manon Verbockhaven Théo Rudkiewicz Stéphane Rivaud François P. Landes Sylvain Chevallier Guillaume Charpiat AI4CE 220 0 0 17 Feb 2025
Achieving Deep Continual Learning via Evolution Aojun Lu Junchao Ke Chunhui Ding Jiahao Fan Jiancheng Lv Yanan Sun CLL 299 1 0 10 Feb 2025
EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models Xingrun Xing Zheng Liu Shitao Xiao Boyan Gao Yiming Liang Wanpeng Zhang Haokun Lin Guoqi Li Jiajun Zhang LRM 562 8 0 10 Feb 2025
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network WeightsComputer Vision and Pattern Recognition (CVPR), 2025 Ondřej Týbl Lukáš Neumann 179 1 0 07 Feb 2025
Multi-agent Architecture Search via Agentic Supernet Guibin Zhang Luyang Niu Cunchun Li Kaidi Wang Wenlong Zhang Xinyu Wang 443 57 0 06 Feb 2025
Quantum Circuit Design using a Progressive Widening Enhanced Monte Carlo Tree SearchAdvanced Quantum Technologies (Adv. Quantum Technol.), 2025 Vincenzo Lipardi Domenica Dibenedetto Georgios Stamoulis Mark H.M. Winands 439 2 0 06 Feb 2025
Efficient Global Neural Architecture SearchSN Computer Science (SN Comput. Sci.), 2025 Shahid Siddiqui C. Kyrkou T. Theocharides 207 0 0 05 Feb 2025
qNBO: quasi-Newton Meets Bilevel OptimizationInternational Conference on Learning Representations (ICLR), 2025 Sheng Fang Yong Liu Wei-Ting Yao Chengming Yu Jin Zhang 357 1 0 03 Feb 2025
THOR: A Generic Energy Estimation Approach for On-Device Training Jiaru Zhang Zesong Wang Hao Wang Tao Song Huai-an Su ... Yang Hua Xiangwei Zhou Ruhui Ma Miao Pan Haibing Guan 199 0 0 27 Jan 2025
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond Weiyu Chen Xiaoyuan Zhang Xiaoyuan Zhang Xi Lin Han Zhao Gang Qu James T. Kwok 392 17 0 19 Jan 2025
Differentiable Prompt Learning for Vision Language ModelsInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 214 0 0 03 Jan 2025
TART: Token-based Architecture Transformer for Neural Network Performance Prediction Yannis Y. He 209 0 0 02 Jan 2025
Causal-aware Graph Neural Architecture Search under Distribution Shifts Peiwen Li Xin Wang Zeyang Zhang Yi Qin Ziwei Zhang Jialong Wang Yang Li Wenwu Zhu CML OOD 291 7 0 31 Dec 2024
GAIS: A Novel Approach to Instance Selection with Graph Attention Networks Zahiriddin Rustamov Ayham Zaitouny Rafat Damseh Nazar Zaki 244 2 0 26 Dec 2024
Lightweight Design and Optimization methods for DCNNs: Progress and Futures Hanhua Long Wenbin Bi Jian Sun 217 1 0 22 Dec 2024
Trimming Down Large Spiking Vision Transformers via Heterogeneous Quantization SearchIEEE International Conference on Application-Specific Systems, Architectures, and Processors (ASAP), 2024 Boxun Xu Yufei Song Peng Li MQ 161 2 0 07 Dec 2024
Task-driven Image Fusion with Learnable Fusion LossComputer Vision and Pattern Recognition (CVPR), 2024 Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 422 16 0 04 Dec 2024
ILASH: A Predictive Neural Architecture Search Framework for Multi-Task Applications Md Hafizur Rahman Md. Mashfiq Rizvee Sumaiya Shomaji Prabuddha Chakraborty 220 2 0 03 Dec 2024
Task Adaptation of Reinforcement Learning-based NAS Agents through Transfer Learning Amber Cassimon Siegfried Mercelis Kevin Mets 320 1 0 02 Dec 2024
AdaScale: Dynamic Context-aware DNN Scaling via Automated Adaptation Loop on Mobile DevicesIEEE Internet of Things Journal (IEEE IoT J.), 2024 Yuzhan Wang Sicong Liu Bin Guo Boqi Zhang Ke Ma Yasan Ding Hao Luo Yao Li Zhiwen Yu 279 7 0 01 Dec 2024
GradAlign for Training-free Model Performance Inference Yuxuan Li Yunhui Guo 220 0 0 29 Nov 2024
Knowledge-aware Evolutionary Graph Neural Architecture SearchKnowledge-Based Systems (KBS), 2024 Chao Wang Jiaxuan Zhao Lingling Li Licheng Jiao Fang Liu Xu Liu Steve Yang 342 8 0 26 Nov 2024
Exploring the Generalization Capabilities of AID-based Bi-level Optimization C. L. Philip Chen Li Shen Zhiqiang Xu Wen Liu Zhi-Quan Luo Peilin Zhao 280 1 0 25 Nov 2024
Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction ModelsWeb Search and Data Mining (WSDM), 2024 Kexin Zhang Fuyuan Lyu Xing Tang Dugang Liu Chen Ma Kaize Ding Xiuqiang He Xue Liu 226 5 0 24 Nov 2024
Delta-NAS: Difference of Architecture Encoding for Predictor-based Evolutionary Neural Architecture SearchIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Arjun Sridhar Yuxiao Chen 246 0 0 21 Nov 2024
RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively Yao Lu Peixin Zhang Jingyi Wang Lei Ma Xiaoniu Yang Qi Xuan 227 7 0 15 Nov 2024
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A SurveyACM Computing Surveys (ACM CSUR), 2024 Zhihong Liu Xin Xu Peng Qiao Dongsheng Li OffRL 241 13 0 08 Nov 2024
Learning Morphisms with Gauss-Newton Approximation for Growing Networks Neal Lawton Aram Galstyan Greg Ver Steeg 145 0 0 07 Nov 2024
Fully Automated Correlated Time Series Forecasting in MinutesProceedings of the VLDB Endowment (PVLDB), 2024 Xinle Wu Xingjian Wu Dalin Zhang Miao Zhang Chenjuan Guo Bin Yang Christian S. Jensen AI4TS 239 11 0 06 Nov 2024
Specialized Foundation Models Struggle to Beat Supervised BaselinesInternational Conference on Learning Representations (ICLR), 2024 Zongzhe Xu Ritvik Gupta Wenduo Cheng Alexander Shen Junhong Shen Ameet Talwalkar M. Khodak AI4CE 261 21 0 05 Nov 2024
Customized Subgraph Selection and Encoding for Drug-drug Interaction PredictionNeural Information Processing Systems (NeurIPS), 2024 Haotong Du Quanming Yao Juzheng Zhang Yong Liu Zhen Wang 245 14 0 03 Nov 2024
Differentiable architecture search with multi-dimensional attention for spiking neural networks Yilei Man Linhai Xie Shushan Qiao Yumei Zhou Delong Shang 139 4 0 01 Nov 2024
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object DetectionNeural Information Processing Systems (NeurIPS), 2024 Yujin Wang Tianyi Xu Fan Zhang Tianfan Xue Liang Feng VLM 152 16 0 30 Oct 2024
Spatial-Temporal Search for Spiking Neural Networks Kaiwei Che Zhaokun Zhou Li-xin Yuan Jianguo Zhang Yonghong Tian Luziwei Leng 136 1 0 24 Oct 2024
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level OptimizationIEEE Transactions on Automation Science and Engineering (T-ASE), 2024 Shancong Mou Raviteja Vemulapalli Shiyu Li Yuxuan Liu C Thomas ... Haoping Bai Oncel Tuzel Ping Huang Jiulong Shan Jianjun Shi 202 0 0 24 Oct 2024
MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Jingfan Zhang Yi Zhao Dan Chen Xing Tian Huanran Zheng Wei Zhu MoE 295 34 0 23 Oct 2024
MCUBERT: Memory-Efficient BERT Inference on Commodity MicrocontrollersInternational Conference on Computer Aided Design (ICCAD), 2024 Zebin Yang Renze Chen Taiqiang Wu Ngai Wong Yun Liang Runsheng Wang R. Huang Meng Li MQ 171 2 0 23 Oct 2024
Automatic Differentiation of Optimization Algorithms with Time-Varying Updates Sheheryar Mehmood Peter Ochs 207 1 0 21 Oct 2024
Enabling Asymmetric Knowledge Transfer in Multi-Task Learning with Self-Auxiliaries Olivier Graffeuille Yun Sing Koh Joerg Wicker Moritz Lehmann 138 0 0 21 Oct 2024
AutoAL: Automated Active Learning with Differentiable Query Strategy Search Yifeng Wang Xueying Zhan Siyu Huang OOD 346 1 0 17 Oct 2024
Towards Differentiable Multilevel Optimization: A Gradient-Based Approach Yuntian Gu Xuzheng Chen 145 0 0 15 Oct 2024
Towards a More Complete Theory of Function Preserving Transforms Michael Painter 77 0 0 14 Oct 2024
BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation Peijia Qin Ruiyi Zhang Pengtao Xie 196 4 0 13 Oct 2024
Dense Optimizer : An Information Entropy-Guided Structural Search Method for Dense-like Neural Network DesignIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Liu Tianyuan Hou Libin Wang Linyuan Song Xiyu Yan Bin 148 0 0 10 Oct 2024
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in PruningNeural Information Processing Systems (NeurIPS), 2024 Weihao Lin Shengji Tang Chong Yu Peng Ye Tao Chen 122 0 0 09 Oct 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space ModelNeural Information Processing Systems (NeurIPS), 2024 Fei Xie Weijia Zhang Zhongdao Wang Chao Ma Mamba 256 16 0 09 Oct 2024
Gumbel Rao Monte Carlo based Bi-Modal Neural Architecture Search for Audio-Visual Deepfake Detection Aravinda Reddy PN Raghavendra Ramachandra K. S. Rao Pabitra Mitra Vinod Rathod 108 1 0 09 Oct 2024