v1v2 (latest)

DARTS: Differentiable Architecture Search

24 June 2018

Papers citing "DARTS: Differentiable Architecture Search"

50 / 2,369 papers shown

Title
Gaussian Process Latent Variable Modeling for Few-shot Time Series ForecastingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Yunyao Cheng Chenjuan Guo Kai Chen Kai Zhao B. Yang Jiandong Xie Christian S. Jensen Feiteng Huang Kai Zheng AI4TS 263 1 0 20 Dec 2022
Context Label Learning: Improving Background Class Representations in Semantic SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Zeju Li Konstantinos Kamnitsas Cheng Ouyang Chen Chen Ben Glocker VLM 120 12 0 16 Dec 2022
A Study on the Intersection of GPU Utilization and CNN Inference J. Kosaian Amar Phanishayee 138 7 0 15 Dec 2022
Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razorFuture generations computer systems (FGCS), 2022 Andrea Mattia Garavagno D. Leonardis A. Frisoli 310 1 0 15 Dec 2022
POPNASv3: a Pareto-Optimal Neural Architecture Search Solution for Image and Time Series ClassificationApplied Soft Computing (ASC), 2022 Andrea Falanti Eugenio Lomurno Danilo Ardagna Matteo Matteucci AI4TS 133 12 0 13 Dec 2022
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence Jian Guo Saizhuo Wang L. Ni H. Shum AIFin 202 16 0 13 Dec 2022
Single Cell Training on Architecture Search for Image Denoising Bokyeung Lee Kyungdeuk Ko Jonghwan Hong Hanseok Ko 126 1 0 13 Dec 2022
Adaptive Low-Precision Training for Embeddings in Click-Through Rate PredictionAAAI Conference on Artificial Intelligence (AAAI), 2022 Shiwei Li Huifeng Guo Luyao Hou Wei Zhang Xing Tang Ruiming Tang Rui Zhang Rui Li MQ 513 24 0 12 Dec 2022
CPMLHO:Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization Shu-Bo Yang Yang Jiao Shaoyu Dou Mana Zheng Chen Zhu 135 0 0 11 Dec 2022
AP: Selective Activation for De-sparsifying Pruned Neural Networks Shiyu Liu Rohan Ghosh Dylan Tan Mehul Motani AAML 117 0 0 09 Dec 2022
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks Shiyu Liu Rohan Ghosh John Tan Chong Min Mehul Motani 203 0 0 09 Dec 2022
HERD: Continuous Human-to-Robot Evolution for Learning from Human DemonstrationConference on Robot Learning (CoRL), 2022 Xingyu Liu Deepak Pathak Kris Kitani 189 8 0 08 Dec 2022
AutoPINN: When AutoML Meets Physics-Informed Neural Networks Xinle Wu Dalin Zhang Miao Zhang Chenjuan Guo Shuai Zhao Yi Zhang Huai Wang B. Yang PINN 103 4 0 08 Dec 2022
CODEBench: A Neural Architecture and Hardware Accelerator Co-Design FrameworkACM Transactions on Embedded Computing Systems (TECS), 2022 Shikhar Tuli Chia-Hao Li Ritvik Sharma N. Jha 204 20 0 07 Dec 2022
Slimmable Pruned Neural Networks Hideaki Kuratsu Atsuyoshi Nakamura 194 3 0 07 Dec 2022
SAIH: A Scalable Evaluation Methodology for Understanding AI Performance Trend on HPC SystemsJournal of Computational Science and Technology (JCST), 2022 Jiangsu Du Dongsheng Li Yingpeng Wen Jiazhi Jiang Dan Huang Xia Liao Yutong Lu 159 4 0 07 Dec 2022
Task Discovery: Finding the Tasks that Neural Networks Generalize onNeural Information Processing Systems (NeurIPS), 2022 Andrei Atanov Andrei Filatov Teresa Yeo Ajay Sohmshetty Amir Zamir OOD 338 11 0 01 Dec 2022
AIO-P: Expanding Neural Performance Predictors Beyond Image ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2022 Keith G. Mills Di Niu Mohammad Salameh Weichen Qiu Fred X. Han Puyuan Liu Jialin Zhang Wei Lu Shangling Jui 255 7 0 30 Nov 2022
GENNAPE: Towards Generalized Neural Architecture Performance EstimatorsAAAI Conference on Artificial Intelligence (AAAI), 2022 Keith G. Mills Fred X. Han Jialin Zhang Fabián A. Chudak A. Mamaghani Mohammad Salameh Wei Lu Shangling Jui Di Niu 235 8 0 30 Nov 2022
Transferability Estimation Based On Principal Gradient Expectation Huiyan Qi Lechao Cheng Yue Yu Yue Yu Haijun Shan Zunlei Feng Yueping Jiang 206 4 0 29 Nov 2022
Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting Xinle Wu Dalin Zhang Miao Zhang Chenjuan Guo B. Yang Christian S. Jensen AI4TS 210 36 0 29 Nov 2022
PIDS: Joint Point Interaction-Dimension Search for 3D Point CloudIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Tunhou Zhang Mingyuan Ma Feng Yan Xue Yang Yiran Chen 3DPC 266 3 0 28 Nov 2022
Flow: Per-Instance Personalized Federated Learning Through Dynamic RoutingNeural Information Processing Systems (NeurIPS), 2022 Kunjal Panchal Sunav Choudhary Nisarg Parikh Lijun Zhang Hui Guan 262 7 0 28 Nov 2022
GraphPNAS: Learning Distribution of Good Neural Architectures via Deep Graph Generative Models Muchen Li Jeffrey Liu Leonid Sigal Renjie Liao GNN 90 6 0 28 Nov 2022
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic DimensionAAAI Conference on Artificial Intelligence (AAAI), 2022 Xin He Jiangchao Yao Yuxin Wang Zhenheng Tang Ka Chu Cheung Simon See Bo Han Xiaowen Chu 204 15 0 23 Nov 2022
Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation Tal Hakim 190 1 0 22 Nov 2022
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative AlgorithmsSIAM Journal on Scientific Computing (SISC), 2022 Danimir T. Doncevic Alexander Mitsos Yu Guo Qianxiao Li Felix Dietrich Manuel Dahmen Ioannis G. Kevrekidis 208 11 0 22 Nov 2022
Enhancing Intra-class Information Extraction for Heterophilous Graphs: One Neural Architecture Search Approach Lanning Wei Zhiqiang He Huan Zhao Quanming Yao 145 1 0 20 Nov 2022
HiveNAS: Neural Architecture Search using Artificial Bee Colony Optimization M. Shahawy E. Benkhelifa 163 1 0 18 Nov 2022
$α$ DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling Bicheng Guo Shuxuan Guo Miaojing Shi Jun Zhou Shibo He Jiming Chen Kaicheng Yu 160 2 0 18 Nov 2022
Revisiting Training-free NAS Metrics: An Efficient Training-based MethodIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Taojiannan Yang Linjie Yang Xiaojie Jin Chong Chen 150 13 0 16 Nov 2022
Interpretable Few-shot Learning with Online Attribute SelectionNeurocomputing (Neurocomputing), 2022 M. Zarei Majid Komeili FAtt 247 2 0 16 Nov 2022
NAR-Former: Neural Architecture Representation Learning towards Holistic Attributes PredictionComputer Vision and Pattern Recognition (CVPR), 2022 Yun Yi Haokui Zhang Wenze Hu Nannan Wang Xiaoyu Wang AI4TS AI4CE 259 14 0 15 Nov 2022
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization Quan-Wu Xiao Han Shen W. Yin Tianyi Chen 194 11 0 14 Nov 2022
CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks Xuan Rao Bo Zhao Xiaosong Yi 204 5 0 11 Nov 2022
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming Parvin Nazari Ahmad Mousavi Davoud Ataee Tarzanagh George Michailidis 317 5 0 08 Nov 2022
RUBICON: A Framework for Designing Efficient Deep Learning-Based Genomic BasecallersGenome Biology (GB), 2022 Gagandeep Singh M. Alser K. Denolf Can Firtina Alireza Khodamoradi Meryem Banu Cavlak Henk Corporaal O. Mutlu 340 17 0 06 Nov 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhekai Zhang Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 468 61 0 03 Nov 2022
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free GrammarsNeural Information Processing Systems (NeurIPS), 2022 Simon Schrodi Daniel Stoll Binxin Ru R. Sukthanker Thomas Brox Katharina Eggensperger 263 9 0 03 Nov 2022
Speeding up NAS with Adaptive Subset Selection Vishak Prasad Colin White P. Jain Sibasis Nayak Ganesh Ramakrishnan BDL 176 7 0 02 Nov 2022
Generative Adversarial Training Can Improve Neural Language Models Sajad Movahedi A. Shakery GAN AI4CE 140 2 0 02 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image RecognitionIEEE International Conference on Computer Vision (ICCV), 2022 Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 323 24 0 02 Nov 2022
Fast Adaptive Federated Bilevel Optimization Feihu Huang FedML 323 7 0 02 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shujian Zhang Chengyue Gong Xingchao Liu RALM 298 7 0 02 Nov 2022
Multilingual Speech Emotion Recognition With Multi-Gating Mechanism and Neural Architecture SearchSpoken Language Technology Workshop (SLT), 2022 Zihan Wang Qianyu Meng HaiFeng Lan Xinrui Zhang Kehao Guo Akshat Gupta 189 4 0 31 Oct 2022
Iterative Teaching by Data HallucinationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Zeju Qiu Weiyang Liu Tim Z. Xiao Zhen Liu Umang Bhatt Yucen Luo Adrian Weller Bernhard Schölkopf 254 12 0 31 Oct 2022
Automated Dominative Subspace Mining for Efficient Neural Architecture Search Yaofo Chen Yong Guo Daihai Liao Fanbing Lv Hengjie Song James Tin-Yau Kwok Zhuliang Yu 338 6 0 31 Oct 2022
Search to Pass Messages for Temporal Knowledge Graph CompletionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhen Wang Haotong Du Quanming Yao Xuelong Li 194 18 0 30 Oct 2022
PredNAS: A Universal and Sample Efficient Neural Architecture Search Framework Liuchun Yuan Zehao Huang Naiyan Wang 151 0 0 26 Oct 2022
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture SearchInternational Conference on Machine Learning (ICML), 2022 Xin Qiu Risto Miikkulainen 286 3 0 25 Oct 2022