Discretization-Aware Architecture Search

Discretization-Aware Architecture Search

7 July 2020

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Papers citing "Discretization-Aware Architecture Search"

17 / 17 papers shown

Title
FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking Xuan Rao Bo Zhao Derong Liu Cesare Alippi 222 0 0 25 Apr 2025
DNAD: Differentiable Neural Architecture Distillation Xuan Rao Bo Zhao Derong Liu 94 1 0 25 Apr 2025
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning Weihao Lin Shengji Tang Chong Yu Peng Ye Tao Chen 48 0 0 09 Oct 2024
The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol Konstanty Subbotko Wojciech Jablonski Piotr Bilinski 92 0 0 26 May 2024
Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation Emil Benedykciuk Marcin Denkowski Grzegorz Wójcik 65 0 0 06 May 2024
Improving Differentiable Architecture Search via Self-Distillation Xunyu Zhu Jian Li Yong Liu Weiping Wang 99 8 0 11 Feb 2023
DARTSRepair: Core-failure-set Guided DARTS for Network Robustness to Common Corruptions Xuhong Ren Jianlang Chen Felix Juefei Xu Wanli Xue Qing Guo Lei Ma Jianjun Zhao Shengyong Chen AAML OOD 85 12 0 21 Sep 2022
QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise Egor Shvetsov Dmitry Osin Alexey Zaytsev Ivan Koryakovskiy Valentin Buchnev I. Trofimov Evgeny Burnaev MQ 99 2 0 31 Aug 2022
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model Chunnan Wang Cheng Liang Xiang Chen Hongzhi Wang 50 1 0 09 Jan 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet Cheng-Fang Peng Andriy Myronenko Ali Hatamizadeh V. Nath M. R. Siddiquee Yufan He Daguang Xu Ramalingam Chellappa Dong Yang SSeg 60 23 0 20 Dec 2021
Exploring Complicated Search Spaces with Interleaving-Free Sampling Yunjie Tian Lingxi Xie Jiemin Fang Jianbin Jiao QiXiang Ye Qi Tian 83 0 0 05 Dec 2021
Differentiable Convolution Search for Point Cloud Processing Xing Nie Yongcheng Liu Shaohong Chen Jianlong Chang Chunlei Huo Gaofeng Meng Qi Tian Weiming Hu Chunhong Pan 3DPC 67 6 0 29 Aug 2021
MS-DARTS: Mean-Shift Based Differentiable Architecture Search J. Hsieh Ming-Ching Chang Ping-Yang Chen Santanu Santra Cheng-Han Chou Chih-Sheng Huang OOD 41 2 0 23 Aug 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators Yonggan Fu Yongan Zhang Yang Zhang David D. Cox Yingyan Lin MQ 125 18 0 11 Jun 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Yufan He Dong Yang H. Roth Can Zhao Daguang Xu MedIm 70 64 0 29 Mar 2021
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 103 4 0 30 Nov 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 101 111 0 04 Aug 2020