NADS: Neural Architecture Distribution Search for Uncertainty Awareness

NADS: Neural Architecture Distribution Search for Uncertainty Awareness

11 June 2020

Randy Ardywibowo

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Papers citing "NADS: Neural Architecture Distribution Search for Uncertainty Awareness"

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Title
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping Clifford Broni-Bediako Junshi Xia Naoto Yokoya AI4CE 83 3 0 23 Apr 2024
Neural Architecture Search: Insights from 1000 Papers Colin White Mahmoud Safari R. Sukthanker Binxin Ru T. Elsken Arber Zela Debadeepta Dey Frank Hutter 3DV AI4CE 129 142 0 20 Jan 2023
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research J. Bornschein Alexandre Galashov Ross Hemsley Amal Rannen-Triki Yutian Chen ... Angeliki Lazaridou Yee Whye Teh Andrei A. Rusu Razvan Pascanu MarcÁurelio Ranzato OOD VLM AI4TS 102 18 0 15 Nov 2022
MRF-UNets: Searching UNet with Markov Random Fields Zifu Wang Matthew B. Blaschko 63 6 0 13 Jul 2022
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition Randy Ardywibowo Shahin Boluki Zhangyang Wang Bobak J. Mortazavi Shuai Huang Xiaoning Qian 35 2 0 31 Mar 2022
Approximate Neural Architecture Search via Operation Distribution Learning Xingchen Wan Binxin Ru P. Esperança Fabio Maria Carlucci 88 7 0 08 Nov 2021
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization Haoyue Bai Fengwei Zhou Lanqing Hong Nanyang Ye Shueng-Han Gary Chan Zhenguo Li OOD UQCV 73 44 0 05 Sep 2021
$μ$ DARTS: Model Uncertainty-Aware Differentiable Architecture Search Biswadeep Chakraborty Saibal Mukhopadhyay UQCV 26 2 0 24 Jul 2021
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 103 4 0 30 Nov 2020
Effective, Efficient and Robust Neural Architecture Search Zhixiong Yue Baijiong Lin Xiaonan Huang Yu Zhang AAML 47 20 0 19 Nov 2020
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 360 1,947 0 12 Nov 2020
AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation Xinyu Gong Wuyang Chen Yi Ding Ye Yuan Xianming Liu Qian Zhang Yuan Li Zhangyang Wang 127 20 0 16 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 97 111 0 04 Aug 2020
Sub-Architecture Ensemble Pruning in Neural Architecture Search Yijun Bian Qingquan Song Mengnan Du Jun Yao Huanhuan Chen Helen Zhou 57 15 0 01 Oct 2019