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2010.15821
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Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
Neural Information Processing Systems (NeurIPS), 2020
29 October 2020
Houwen Peng
Hao Du
Hongyuan Yu
Qi Li
Jing Liao
Jianlong Fu
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Papers citing
"Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search"
40 / 40 papers shown
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Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion
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Charlie Hou
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29 Feb 2024
GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training
IEEE International Conference on Computer Vision (ICCV), 2023
Xi Deng
Han Shi
Runhu Huang
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Hang Xu
Jianhua Han
James T. Kwok
Shen Zhao
Wei Zhang
Xiaodan Liang
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22 Aug 2023
A Brief Review of Hypernetworks in Deep Learning
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Jiandong Zhou
Ping Lu
Soheila Molaei
David Clifton
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12 Jun 2023
Rethink DARTS Search Space and Renovate a New Benchmark
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Jiuling Zhang
Zhiming Ding
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12 Jun 2023
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
V. Chauhan
Jiandong Zhou
Ghadeer O. Ghosheh
Soheila Molaei
David Clifton
397
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25 May 2023
Can GPT-4 Perform Neural Architecture Search?
Mingkai Zheng
Xiu Su
Shan You
Fei Wang
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Samuel Albanie
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412
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21 Apr 2023
DisWOT: Student Architecture Search for Distillation WithOut Training
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Peijie Dong
Lujun Li
Zimian Wei
280
84
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28 Mar 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices
IEEE International Conference on Computer Vision (ICCV), 2023
Chen Tang
Li Zhang
Huiqiang Jiang
Jiahang Xu
Ting Cao
Quanlu Zhang
Yuqing Yang
Zhi Wang
Mao Yang
208
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17 Mar 2023
RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation
International Journal of Computer Vision (IJCV), 2023
Utkarsh Nath
Yancheng Wang
Yingzhen Yang
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285
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19 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
280
32
0
14 Jan 2023
OVO: One-shot Vision Transformer Search with Online distillation
Zimian Wei
H. Pan
Xin-Yi Niu
Dongsheng Li
ViT
327
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28 Dec 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
407
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0
31 Oct 2022
Pareto-aware Neural Architecture Generation for Diverse Computational Budgets
Yong Guo
Yaofo Chen
Yin Zheng
Qi Chen
P. Zhao
Jian Chen
Junzhou Huang
Zhuliang Yu
237
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14 Oct 2022
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search
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Xuanyang Zhang
Ge Li
Chen Zhao
Yukang Chen
Xinming Zhang
Guohao Li
Jian Sun
221
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0
11 Apr 2022
A Survey of Supernet Optimization and its Applications: Spatial and Temporal Optimization for Neural Architecture Search
Stephen Cha
Taehyeon Kim
Hayeon Lee
Se-Young Yun
AI4CE
294
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0
08 Apr 2022
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
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J. Mok
Byunggook Na
Ji-Hoon Kim
Dongyoon Han
Sungroh Yoon
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284
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28 Mar 2022
Multi-Tailed Vision Transformer for Efficient Inference
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Yunke Wang
Bo Du
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679
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03 Mar 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
International Journal of Computer Vision (IJCV), 2022
T. Elsken
Arber Zela
J. H. Metzen
B. Staffler
Thomas Brox
Abhinav Valada
Katharina Eggensperger
OOD
216
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15 Feb 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks
International Conference on Machine Learning (ICML), 2022
Byunggook Na
J. Mok
Seongsik Park
Dongjin Lee
Hyeokjun Choe
Sungroh Yoon
473
87
0
30 Jan 2022
Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search
ACM Multimedia (ACM MM), 2022
Bicheng Guo
Tao Chen
Shibo He
Haoyu Liu
Lili Xu
Peng Ye
Jiming Chen
273
22
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30 Jan 2022
Searching the Search Space of Vision Transformer
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Kan Wu
Bolin Ni
Houwen Peng
Bei Liu
Jianlong Fu
Hongyang Chao
Haibin Ling
ViT
266
68
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29 Nov 2021
NAS-Bench-x11 and the Power of Learning Curves
Shen Yan
Colin White
Yash Savani
Katharina Eggensperger
226
33
0
05 Nov 2021
Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search
International Conference on Information and Knowledge Management (CIKM), 2021
Keith G. Mills
Fred X. Han
Jialin Zhang
Seyed Saeed Changiz Rezaei
Fabián A. Chudak
Wei Lu
Shuo Lian
Shangling Jui
Di Niu
155
11
0
25 Sep 2021
LGD: Label-guided Self-distillation for Object Detection
AAAI Conference on Artificial Intelligence (AAAI), 2021
Peizhen Zhang
Zijian Kang
Tong Yang
Xinming Zhang
N. Zheng
Jian Sun
ObjD
504
37
0
23 Sep 2021
Analyzing and Mitigating Interference in Neural Architecture Search
International Conference on Machine Learning (ICML), 2021
Jin Xu
Xu Tan
Kaitao Song
Renqian Luo
Yichong Leng
Tao Qin
Tie-Yan Liu
Jian Li
MoMe
322
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0
29 Aug 2021
LANA: Latency Aware Network Acceleration
Pavlo Molchanov
Jimmy Hall
Hongxu Yin
Jan Kautz
Nicolò Fusi
Arash Vahdat
424
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12 Jul 2021
AutoFormer: Searching Transformers for Visual Recognition
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Houwen Peng
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339
332
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BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer
Neural Information Processing Systems (NeurIPS), 2021
Haoping Bai
Mengsi Cao
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Jiulong Shan
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250
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19 May 2021
Conditional super-network weights
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A. Zell
174
0
0
23 Apr 2021
Reconsidering CO2 emissions from Computer Vision
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Mahdi S. Hosseini
Konstantinos N. Plataniotis
190
15
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18 Apr 2021
Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2021
Kaicheng Yu
René Ranftl
Mathieu Salzmann
OOD
184
20
0
12 Apr 2021
One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking
Computer Vision and Pattern Recognition (CVPR), 2021
Minghao Chen
Houwen Peng
Jianlong Fu
Haibin Ling
240
23
0
01 Apr 2021
Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets
Yong Guo
Yaofo Chen
Yin Zheng
Qi Chen
P. Zhao
Jian Chen
Junzhou Huang
Zhuliang Yu
224
7
0
27 Feb 2021
AlphaNet: Improved Training of Supernets with Alpha-Divergence
International Conference on Machine Learning (ICML), 2021
Dilin Wang
Chengyue Gong
Meng Li
Qiang Liu
Vikas Chandra
440
53
0
16 Feb 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers
International Conference on Machine Learning (ICML), 2021
Shen Yan
Kaiqiang Song
Z. Feng
Mi Zhang
301
35
0
14 Feb 2021
Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models
International Conference on Learning Representations (ICLR), 2020
Xiaofang Wang
Dan Kondratyuk
Eric Christiansen
Kris Kitani
Y. Alon
Elad Eban
673
61
0
03 Dec 2020
Cyclic Differentiable Architecture Search
Hongyuan Yu
Houwen Peng
Yan Huang
Jianlong Fu
Hao Du
Liang Wang
Haibin Ling
3DPC
293
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Knowledge Distillation: A Survey
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Stephen J. Maybank
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