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1912.10952
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Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild
International Journal of Computer Vision (IJCV), 2019
23 December 2019
Xin Chen
Lingxi Xie
Jun Wu
Qi Tian
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Papers citing
"Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild"
47 / 47 papers shown
Zero-Shot Neural Architecture Search with Weighted Response Correlation
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Luoyu Chen
Jungang Xu
Jianwei Tai
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Shuaimin Li
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DNAD: Differentiable Neural Architecture Distillation
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Bo Zhao
Derong Liu
392
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FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Xuan Rao
Bo Zhao
Derong Liu
Cesare Alippi
484
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0
25 Apr 2025
ZO-DARTS++: An Efficient and Size-Variable Zeroth-Order Neural Architecture Search Algorithm
Lunchen Xie
Eugenio Lomurno
Matteo Gambella
Danilo Ardagna
Manual Roveri
Matteo Matteucci
Qingjiang Shi
173
0
0
08 Mar 2025
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning
Neural Information Processing Systems (NeurIPS), 2024
Weihao Lin
Shengji Tang
Chong Yu
Peng Ye
Tao Chen
155
0
0
09 Oct 2024
Heterogeneous Learning Rate Scheduling for Neural Architecture Search on Long-Tailed Datasets
Chenxia Tang
220
1
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11 Jun 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
Yiyang Zhao
Yunzhuo Liu
Bo Jiang
Tian Guo
340
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03 Jun 2024
Multi-Objective Neural Architecture Search by Learning Search Space Partitions
Yiyang Zhao
Linnan Wang
Tian Guo
383
1
0
01 Jun 2024
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models
Zequan Liu
Jiawen Lyn
Wei-wei Zhu
Xing Tian
Yvette Graham
OffRL
357
36
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24 Mar 2024
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models
Ziyi Guan
Hantao Huang
Yupeng Su
Hong Huang
Ngai Wong
Hao Yu
MQ
306
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0
21 Feb 2024
OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators
Tianyi Chen
Tianyu Ding
Zhihui Zhu
Zeyu Chen
HsiangTao Wu
Ilya Zharkov
Luming Liang
195
6
0
15 Dec 2023
Improving Prompt Tuning with Learned Prompting Layers
Wei Zhu
Ming Tan
VLM
296
3
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31 Oct 2023
ICDARTS: Improving the Stability and Performance of Cyclic DARTS
Emily Herron
Derek C. Rose
Steven R. Young
177
0
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01 Sep 2023
Shrink-Perturb Improves Architecture Mixing during Population Based Training for Neural Architecture Search
European Conference on Artificial Intelligence (ECAI), 2023
A. Chebykin
A. Dushatskiy
Tanja Alderliesten
Peter A. N. Bosman
296
1
0
28 Jul 2023
Carbon-Efficient Neural Architecture Search
Yiyang Zhao
Tian Guo
226
6
0
09 Jul 2023
Automated Search-Space Generation Neural Architecture Search
Tianyi Chen
Luming Liang
Tian Ding
Ilya Zharkov
AI4CE
246
1
0
25 May 2023
A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation
Applied Energy (Appl. Energy), 2023
Jinxia Zhang
Xinyi Chen
Haikun Wei
Kanjian Zhang
203
66
0
15 Feb 2023
Improving Differentiable Architecture Search via Self-Distillation
Neural Networks (Neural Netw.), 2023
Xunyu Zhu
Jian Li
Yong Liu
Weiping Wang
295
10
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11 Feb 2023
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks
Alexandre Heuillet
Hedi Tabia
Hichem Arioui
195
3
0
31 Jan 2023
Efficient Evaluation Methods for Neural Architecture Search: A Survey
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Xiangning Xie
Xiaotian Song
Zeqiong Lv
Gary G. Yen
Weiping Ding
Yizhou Sun
260
28
0
14 Jan 2023
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension
AAAI Conference on Artificial Intelligence (AAAI), 2022
Xin He
Jiangchao Yao
Yuxin Wang
Zhenheng Tang
Ka Chu Cheung
Simon See
Bo Han
Xiaowen Chu
235
16
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23 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
239
5
0
11 Nov 2022
Λ
Λ
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International Conference on Learning Representations (ICLR), 2022
Sajad Movahedi
Melika Adabinejad
Ayyoob Imani
Arezou Keshavarz
Mostafa Dehghani
A. Shakery
Babak N. Araabi
249
26
0
14 Oct 2022
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation
International Journal of Computer Vision (IJCV), 2022
Peng Ye
Baopu Li
Tao Chen
Jiayuan Fan
Zhen Mei
Chen-Fu Lin
Chongyan Zuo
Qinghua Chi
Wanli Ouyan
3DV
162
12
0
10 Aug 2022
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy
Neural Processing Letters (NPL), 2022
Xinyi Yu
Xiaowei Wang
Jintao Rong
Mingyang Zhang
Linlin Ou
166
2
0
13 Apr 2022
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning
Sharath Girish
Debadeepta Dey
Neel Joshi
Vibhav Vineet
S. Shah
C. C. T. Mendes
Abhinav Shrivastava
Yale Song
SSL
230
2
0
15 Mar 2022
Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective
The Web Conference (WWW), 2021
Lanning Wei
Huan Zhao
Zhiqiang He
AI4CE
264
47
0
29 Dec 2021
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run
Bichen Wu
Chaojian Li
Hang Zhang
Xiaoliang Dai
Peizhao Zhang
Matthew Yu
Jialiang Wang
Yingyan Lin
Peter Vajda
ViT
557
30
0
19 Nov 2021
Learning from Mistakes -- A Framework for Neural Architecture Search
AAAI Conference on Artificial Intelligence (AAAI), 2021
Bhanu Garg
Li Zhang
Pradyumna Sridhara
Ramtin Hosseini
Eric P. Xing
P. Xie
184
9
0
11 Nov 2021
Parameter Prediction for Unseen Deep Architectures
Neural Information Processing Systems (NeurIPS), 2021
Boris Knyazev
M. Drozdzal
Graham W. Taylor
Adriana Romero Soriano
OOD
272
97
0
25 Oct 2021
D-DARTS: Distributed Differentiable Architecture Search
Alexandre Heuillet
Hedi Tabia
Hichem Arioui
K. Youcef-Toumi
239
1
0
20 Aug 2021
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search
S. M. Marvasti-Zadeh
Javad Khaghani
Li Cheng
Hossein Ghanei-Yakhdan
S. Kasaei
167
6
0
02 Jul 2021
NAX: Co-Designing Neural Network and Hardware Architecture for Memristive Xbar based Computing Systems
Shubham Negi
I. Chakraborty
Aayush Ankit
Kaushik Roy
89
7
0
23 Jun 2021
Contrastive Self-supervised Neural Architecture Search
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2021
Nam Nguyen
Morris J Chang
154
28
0
21 Feb 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Ming Lin
Pichao Wang
Zhenhong Sun
Hesen Chen
Xiuyu Sun
Qi Qian
Hao Li
Rong Jin
264
146
0
01 Feb 2021
Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution
Yan Wu
Zhiwu Huang
Suryansh Kumar
R. Sukthanker
Radu Timofte
Luc Van Gool
200
22
0
17 Jan 2021
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
IEEE International Conference on Computer Vision (ICCV), 2020
Bert Moons
Parham Noorzad
Andrii Skliar
G. Mariani
Dushyant Mehta
Chris Lott
Tijmen Blankevoort
417
46
0
16 Dec 2020
DSRNA: Differentiable Search of Robust Neural Architectures
Computer Vision and Pattern Recognition (CVPR), 2020
Ramtin Hosseini
Xingyi Yang
P. Xie
OOD
AAML
213
58
0
11 Dec 2020
NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
Computer Vision and Pattern Recognition (CVPR), 2020
Zhengang Li
Geng Yuan
Wei Niu
Pu Zhao
Yanyu Li
...
Sijia Liu
Kaiyuan Yang
Bin Ren
Yanzhi Wang
Xue Lin
MQ
368
31
0
01 Dec 2020
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search
Cristian Cioflan
Radu Timofte
81
2
0
29 Sep 2020
DANCE: Differentiable Accelerator/Network Co-Exploration
Design Automation Conference (DAC), 2020
Kanghyun Choi
Deokki Hong
Hojae Yoon
Joonsang Yu
Youngsok Kim
Jinho Lee
271
48
0
14 Sep 2020
Neural Architecture Search as Sparse Supernet
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yongpeng Wu
Aoming Liu
Zhiwu Huang
Siwei Zhang
Luc Van Gool
296
26
0
31 Jul 2020
Few-shot Neural Architecture Search
International Conference on Machine Learning (ICML), 2020
Yiyang Zhao
Linnan Wang
Yuandong Tian
Rodrigo Fonseca
Tian Guo
522
98
0
11 Jun 2020
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search
Xin Xia
Xuefeng Xiao
Xing Wang
Min Zheng
185
20
0
15 May 2020
Introduction to deep learning
Lihi Shiloh-Perl
Raja Giryes
162
0
0
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Scalable NAS with Factorizable Architectural Parameters
Lanfei Wang
Lingxi Xie
Tianyi Zhang
Jun Guo
Qi Tian
168
3
0
31 Dec 2019
CARS: Continuous Evolution for Efficient Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2019
Zhaohui Yang
Yunhe Wang
Xinghao Chen
Boxin Shi
Chao Xu
Chunjing Xu
Qi Tian
Chang Xu
374
257
0
11 Sep 2019
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