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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
TVT: Training-Free Vision Transformer Search on Tiny Datasets Zimian Wei H. Pan Lujun Li Peijie Dong Zhiliang Tian Xin-Yi Niu Dongsheng Li ViT 74 7 0 24 Nov 2023
SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape Hua Zheng Kuang-Hung Liu Igor Fedorov Xin Zhang Wen-Yen Chen Wei Wen 91 2 0 22 Nov 2023
Masked Autoencoders Are Robust Neural Architecture Search Learners Yiming Hu Xiangxiang Chu Bo Zhang OOD 102 0 0 20 Nov 2023
CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs Hanpeng Hu Junwei Su Juntao Zhao Size Zheng Yibo Zhu Yanghua Peng Chuan Wu 83 2 0 16 Nov 2023
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale Wei Wen Kuang-Hung Liu Igor Fedorov Xin Zhang Hang Yin ... Fangqiu Han Jiyan Yang Yuchen Hao Liang Xiong Wen-Yen Chen 87 2 0 14 Nov 2023
AutoML for Large Capacity Modeling of Meta's Ranking Systems Hang Yin Kuang-Hung Liu Mengying Sun Yuxin Chen Buyun Zhang ... Huayu Li Zhengxing Chen Wen-Yen Chen Jiyan Yang Wei Wen OffRL 89 2 0 14 Nov 2023
CycleGANAS: Differentiable Neural Architecture Search for CycleGAN Taegun An Changhee Joo GAN 64 3 0 13 Nov 2023
MathNAS: If Blocks Have a Role in Mathematical Architecture Design Qinsi Wang Jinghan Ke Zhi Liang Sihai Zhang 67 0 0 08 Nov 2023
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric Nilotpal Sinha Abd El Rahman Shabayek Anis Kacem Peyman Rostami Carl Shneider Djamila Aouada 112 4 0 07 Nov 2023
Sequential Subset Matching for Dataset Distillation Jiawei Du Qin Shi Qiufeng Wang DD 99 31 0 02 Nov 2023
Improving Prompt Tuning with Learned Prompting Layers Wei Zhu Ming Tan VLM 117 1 0 31 Oct 2023
Efficient IoT Inference via Context-Awareness Mohammad Mehdi Rastikerdar Jin Huang Shiwei Fang Hui Guan Deepak Ganesan 103 0 0 29 Oct 2023
Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks Changwoo Lee Hun-Seok Kim 59 3 0 29 Oct 2023
MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers Tobias King Yexu Zhou Tobias Röddiger Michael Beigl 83 3 0 27 Oct 2023
An Approach for Efficient Neural Architecture Search Space Definition Leo Pouy Fouad Khenfri Patrick Leserf C. Mraidha Cherif Larouci 30 0 0 25 Oct 2023
Fairer and More Accurate Tabular Models Through NAS Richeek Das Samuel Dooley 75 5 0 18 Oct 2023
In defense of parameter sharing for model-compression Aditya Desai Anshumali Shrivastava 42 4 0 17 Oct 2023
ASP: Automatic Selection of Proxy dataset for efficient AutoML Peng Yao Chao Liao Jiyuan Jia Jianchao Tan Bin Chen Chengru Song Di Zhang 57 3 0 17 Oct 2023
GEVO-ML: Optimizing Machine Learning Code with Evolutionary Computation Jhe-Yu Liou Stephanie Forrest Carole-Jean Wu VLM 63 0 0 16 Oct 2023
TS-ENAS:Two-Stage Evolution for Cell-based Network Architecture Search Juan Zou Shenghong Wu Yizhang Xia Weiwei Jiang Zeping Wu Jinhua Zheng 3DV 61 0 0 14 Oct 2023
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data Danrui Qi Jinglin Peng Yongjun He Jiannan Wang TPM 81 3 0 04 Oct 2023
Unveiling Invariances via Neural Network Pruning Derek Xu Yizhou Sun Wei Wang 77 0 0 15 Sep 2023
Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization Haitz Sáez de Ocáriz Borde Alvaro Arroyo Ismael Morales Ingmar Posner Xiaowen Dong 101 10 0 09 Sep 2023
Unleashing the Power of Graph Learning through LLM-based Autonomous Agents Lanning Wei Zhiqiang He Huan Zhao Quanming Yao LLMAG 73 1 0 08 Sep 2023
DBsurf: A Discrepancy Based Method for Discrete Stochastic Gradient Estimation Pau Mulet Arabí Alec Flowers Lukas Mauch Fabien Cardinaux BDL 85 0 0 07 Sep 2023
Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability Zehao Dong Muhan Zhang Philip R. O. Payne Michael Province C. Cruchaga Tianyu Zhao Fuhai Li Yixin Chen 94 1 0 01 Sep 2023
ICDARTS: Improving the Stability and Performance of Cyclic DARTS Emily Herron Derek C. Rose Steven R. Young 54 0 0 01 Sep 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 202 13 0 28 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 132 21 0 27 Aug 2023
Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System Bowei He Xu He Renrui Zhang Yingxue Zhang Ruiming Tang Chen Ma AI4TS 84 12 0 15 Aug 2023
Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks Zhili Wang Shimin Di Lei Chen Xiaofang Zhou 118 10 0 14 Aug 2023
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification Navid Malekghaini Elham Akbari M. A. Salahuddin Noura Limam R. Boutaba B. Mathieu S. Moteau Stéphanie Tuffin 75 7 0 04 Aug 2023
A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation Minghao Chen Ze-Feng Gao Shuai Zhao Qibo Qiu Wenxiao Wang Binbin Lin Xiaofei He 54 1 0 01 Aug 2023
Shrink-Perturb Improves Architecture Mixing during Population Based Training for Neural Architecture Search A. Chebykin A. Dushatskiy Tanja Alderliesten Peter A. N. Bosman 91 1 0 28 Jul 2023
A Survey on Multi-Objective Neural Architecture Search Seyed Mahdi Shariatzadeh M. Fathy R. Berangi M. Shahverdy 103 1 0 18 Jul 2023
ShiftNAS: Improving One-shot NAS via Probability Shift Mingyang Zhang Xinyi Yu Haodong Zhao Linlin Ou 101 6 0 17 Jul 2023
Efficient and Joint Hyperparameter and Architecture Search for Collaborative Filtering Yan-Dong Wen Chen Gao Lingling Yi Liwei Qiu Yaqing Wang Yong Li 49 6 0 12 Jul 2023
DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification Kuan-Yu Chen Cheng Li Kuo-Jung Lee 82 1 0 12 Jul 2023
Search-time Efficient Device Constraints-Aware Neural Architecture Search Oshin Dutta Tanu Kanvar Sumeet Agarwal 64 3 0 10 Jul 2023
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search Shangshang Yang Haiping Ma Cheng Zhen Ye Tian Limiao Zhang Yaochu Jin Xingyi Zhang 50 3 0 10 Jul 2023
Carbon-Efficient Neural Architecture Search Yiyang Zhao Tian Guo 74 4 0 09 Jul 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 65 4 0 06 Jul 2023
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities Guihong Li Duc-Tuong Hoang Kartikeya Bhardwaj Ming Lin Zhangyang Wang R. Marculescu 124 15 0 05 Jul 2023
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs Yanjing Li Sheng Xu Xianbin Cao Lian Zhuo Baochang Zhang Tian Wang Guodong Guo 80 3 0 27 Jun 2023
Efficient Online Processing with Deep Neural Networks Lukas Hedegaard 54 0 0 23 Jun 2023
Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture Mehraveh Javan Matthew Toews M. Pedersoli 113 1 0 21 Jun 2023
Searching for the Fakes: Efficient Neural Architecture Search for General Face Forgery Detection Xiao Jin Xinwen Mu Jing Xu CVBM 73 0 0 15 Jun 2023
Flexible Channel Dimensions for Differentiable Architecture Search A. C. Yüzügüler Nikolaos Dimitriadis P. Frossard 26 0 0 13 Jun 2023
Resource Efficient Neural Networks Using Hessian Based Pruning J. Chong Manas Gupta Lihui Chen 69 3 0 12 Jun 2023
Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization Jiuling Zhang Zhiming Ding AAML 73 3 0 12 Jun 2023