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DARTS: Differentiable Architecture Search

24 June 2018

Papers citing "DARTS: Differentiable Architecture Search"

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Title
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 17 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 116 2 0 09 Oct 2024
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture SearchIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024 Amber Cassimon Phil Reiter Siegfried Mercelis Kevin Mets 302 2 0 07 Oct 2024
LPZero: Language Model Zero-cost Proxy Search from ZeroConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Peijie Dong Lujun Li Xiang Liu Zhenheng Tang Xuebo Liu Qiang Wang Xiaowen Chu 817 7 0 07 Oct 2024
Scalable Reinforcement Learning-based Neural Architecture Search Amber Cassimon Siegfried Mercelis Kevin Mets 217 12 0 02 Oct 2024
Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling Jinghan Li Zhicheng Sun Fei Li 590 2 0 02 Oct 2024
POMONAG: Pareto-Optimal Many-Objective Neural Architecture Generator Eugenio Lomurno Samuele Mariani Matteo Monti Matteo Matteucci DiffM 229 2 0 30 Sep 2024
RNC: Efficient RRAM-aware NAS and Compilation for DNNs on Resource-Constrained Edge DevicesICCD (ICCD), 2024 Kam Chi Loong Shihao Han Sishuo Liu Ning Lin Zhongrui Wang 63 0 0 27 Sep 2024
A Survey on Neural Architecture Search Based on Reinforcement Learning Wenzhu Shao 159 0 0 26 Sep 2024
PEDRO: Parameter-Efficient Fine-tuning with Prompt DEpenDent Representation MOdificationInternational Conference on Neural Information Processing (ICONIP), 2024 Tianfang Xie Tianjing Li Wei Zhu Wei Han Yi Zhao 224 7 0 26 Sep 2024
Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification Guanyi Mou Yichuan Li Kyumin Lee 244 3 0 26 Sep 2024
Learning Representation for Multitask learning through Self Supervised Auxiliary learningEuropean Conference on Computer Vision (ECCV), 2024 Seokwon Shin Hyungrok Do Youngdoo Son SSL 190 1 0 25 Sep 2024
AutoSTF: Decoupled Neural Architecture Search for Cost-Effective Automated Spatio-Temporal ForecastingKnowledge Discovery and Data Mining (KDD), 2024 Tengfei Lyu Weijia Zhang Jinliang Deng Hao Liu AI4TS 186 9 0 25 Sep 2024
FastTalker: Jointly Generating Speech and Conversational Gestures from Text Zixin Guo Jian Zhang 339 3 0 24 Sep 2024
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network SelectionEuropean Conference on Computer Vision (ECCV), 2024 Alireza Ganjdanesh Yan Kang Yuchen Liu Richard Y. Zhang Zhe Lin Heng Huang DiffM 281 12 0 23 Sep 2024
OStr-DARTS: Differentiable Neural Architecture Search based on Operation StrengthIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2024 Le Yang Ziwei Zheng Yizeng Han Shiji Song Gao Huang Fan Li 208 6 0 22 Sep 2024
EM-DARTS: Hierarchical Differentiable Architecture Search for Eye Movement RecognitionIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2024 Huafeng Qin Hongyu Zhu Xin Jin Xin Yu M. El-Yacoubi Xinbo Gao 306 1 0 22 Sep 2024
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive NetworksNeural Information Processing Systems (NeurIPS), 2024 Eeshaan Jain Tushar Nandy Gaurav Aggarwal Ashish Tendulkar Rishabh K. Iyer A. De 200 20 0 18 Sep 2024
Relax DARTS: Relaxing the Constraints of Differentiable Architecture Search for Eye Movement RecognitionChinese Conference on Biometric Recognition (CCBR), 2024 Hongyu Zhu Xin Jin Hongchao Liao Yan Xiang M. El-Yacoubi Huafeng Qin 157 1 0 18 Sep 2024
Pushing Joint Image Denoising and Classification to the Edge Thomas C Markhorst Jan van Gemert O. Kayhan 152 0 0 13 Sep 2024
VoiceWukong: Benchmarking Deepfake Voice Detection Ziwei Yan Yanjie Zhao Haoyu Wang 322 4 0 10 Sep 2024
FreeAugment: Data Augmentation Search Across All Degrees of FreedomEuropean Conference on Computer Vision (ECCV), 2024 Tom Bekor Niv Nayman Lihi Zelnik-Manor ViT 198 2 0 07 Sep 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning Changlin Li Jiawei Zhang Sihao Lin Zongxin Yang Junwei Liang Xiaodan Liang Xiaojun Chang VLM 220 2 0 06 Sep 2024
Memory-Optimized Once-For-All Network Maxime Girard Victor Quétu Samuel Tardieu Van-Tam Nguyen Enzo Tartaglione 284 2 0 05 Sep 2024
Generative AI Enables Medical Image Segmentation in Ultra Low-Data RegimesmedRxiv (medRxiv), 2024 Li Zhang Basu Jindal Ahmed Alaa Robert Weinreb David Wilson Eran Segal James Zou Pengtao Xie MedIm 152 9 0 30 Aug 2024
TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series Classification Bidyut Saha Riya Samanta S. K. Ghosh Ram Babu Roy 175 4 0 29 Aug 2024
MONAS: Efficient Zero-Shot Neural Architecture Search for MCUs Ye Qiao Jingcheng Li Yifan Zhang Sitao Huang 370 1 0 26 Aug 2024
Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspective Quanziang Wang Renzhen Wang Yichen Wu Xixi Jia Minghao Zhou Deyu Meng 228 1 0 26 Aug 2024
A proof of contribution in blockchain using game theoritical deep learning model Jin Wang 96 1 0 25 Aug 2024
Distilling Long-tailed DatasetsComputer Vision and Pattern Recognition (CVPR), 2024 Zhenghao Zhao Haoxuan Wang Yuzhang Shang Kai Wang Yan Yan DD 293 5 0 24 Aug 2024
Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial ExamplesIEEE Access (IEEE Access), 2024 Zhenyu Wang John H. L. Hansen AAML 225 5 0 23 Aug 2024
NAS-Cap: Deep-Learning Driven 3-D Capacitance Extraction with Neural Architecture Search and Data Augmentation Haoyuan Li Dingcheng Yang Chunyan Pei Wenjian Yu 3DV 115 0 0 23 Aug 2024
Flexora: Flexible Low Rank Adaptation for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Chenxing Wei Yao Shu Y. He Fei Richard Yu AI4CE 256 8 0 20 Aug 2024
OptDist: Learning Optimal Distribution for Customer Lifetime Value PredictionInternational Conference on Information and Knowledge Management (CIKM), 2024 Yunpeng Weng Xing Tang Zhenhao Xu Fuyuan Lyu Dugang Liu Zexu Sun Xiuqiang He 166 8 0 16 Aug 2024
Computer Vision Model Compression Techniques for Embedded Systems: A SurveyComputers & graphics (CG), 2024 Alexandre Lopes Fernando Pereira dos Santos D. Oliveira Mauricio Schiezaro Hélio Pedrini 250 16 0 15 Aug 2024
Efficient Search for Customized Activation Functions with Gradient Descent Lukas Strack Mahmoud Safari Katharina Eggensperger 158 2 0 13 Aug 2024
Layerwise Recurrent Router for Mixture-of-ExpertsInternational Conference on Learning Representations (ICLR), 2024 Zihan Qiu Zeyu Huang Shuang Cheng Yizhi Zhou Zili Wang Ivan Titov Jie Fu MoE 306 7 0 13 Aug 2024
NeuralMultiling: A Novel Neural Architecture Search for Smartphone based Multilingual Speaker VerificationInternational Conference on Pattern Recognition (ICPR), 2024 Aravinda Reddy PN Raghavendra Ramachandra K. S. Rao Pabitra Mitra 168 0 0 08 Aug 2024
TopoNAS: Boosting Search Efficiency of Gradient-based NAS via Topological Simplification Giacomo Vedovati ShiNung Ching Bo Yuan 217 1 0 02 Aug 2024
On Supernet Transfer Learning for Effective Task Adaptation Prabhant Singh Joaquin Vanschoren AAML OOD 355 0 0 26 Jul 2024
Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning Samuel Yen-Chi Chen 277 18 0 25 Jul 2024
Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures Kuluhan Binici Weiming Wu Tulika Mitra 163 1 0 22 Jul 2024
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism Yu Xue Chenchen Zhu Chenchen Zhu MengChu Zhou Mohamed Wahib Moncef Gabbouj 201 3 0 22 Jul 2024
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective Changwen Zheng Wenwen Qiang Jianqi Zhang Changwen Zheng Jingyao Wang SSL 240 0 0 19 Jul 2024
Multi-modal Relation Distillation for Unified 3D Representation Learning Huiqun Wang Yiping Bao Panwang Pan Zeming Li Xiao Liu Ruijie Yang Di Huang 228 3 0 19 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 168 1 0 18 Jul 2024
Improving SAM Requires Rethinking its Optimization Formulation Wanyun Xie Fabian Latorre Kimon Antonakopoulos Thomas Pethick Volkan Cevher 255 3 0 17 Jul 2024
MCU-MixQ: A HW/SW Co-optimized Mixed-precision Neural Network Design Framework for MCUs Junfeng Gong Cheng Liu Long Cheng Huawei Li Xiaowei Li 234 2 0 17 Jul 2024
FYI: Flip Your Images for Dataset Distillation Byunggwan Son Youngmin Oh Donghyeon Baek Bumsub Ham DD 349 3 0 11 Jul 2024
Nonrigid Reconstruction of Freehand Ultrasound without a Tracker Qi Li Ziyi Shen Qianye Yang D. Barratt Matthew J. Clarkson Tom Vercauteren Yipeng Hu 3DH 137 3 0 08 Jul 2024