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Single Path One-Shot Neural Architecture Search with Uniform Sampling
v1v2v3v4 (latest)

Single Path One-Shot Neural Architecture Search with Uniform Sampling

31 March 2019
Zichao Guo
Xiangyu Zhang
Haoyuan Mu
Wen Heng
Zechun Liu
Yichen Wei
Jian Sun
ArXiv (abs)PDFHTML

Papers citing "Single Path One-Shot Neural Architecture Search with Uniform Sampling"

50 / 522 papers shown
SNED: Superposition Network Architecture Search for Efficient Video
  Diffusion Model
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model
Zhengang Li
Yan Kang
Yuchen Liu
Difan Liu
Tobias Hinz
Feng Liu
Yanzhi Wang
DiffM
244
1
0
31 May 2024
einspace: Searching for Neural Architectures from Fundamental Operations
einspace: Searching for Neural Architectures from Fundamental Operations
Linus Ericsson
Miguel Espinosa
Chenhongyi Yang
Antreas Antoniou
Amos Storkey
Shay B. Cohen
Jingyu Sun
Elliot J. Crowley
266
4
0
31 May 2024
The devil is in discretization discrepancy. Robustifying Differentiable
  NAS with Single-Stage Searching Protocol
The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol
Konstanty Subbotko
Wojciech Jablonski
Piotr Bilinski
288
0
0
26 May 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language ModelsNeural Information Processing Systems (NeurIPS), 2024
R. Sukthanker
Arber Zela
B. Staffler
Aaron Klein
Lennart Purucker
Jorg K. H. Franke
Katharina Eggensperger
ELM
264
7
0
16 May 2024
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference
  Cost
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference CostInternational Conference on Learning Representations (ICLR), 2024
Yuan Gao
Weizhong Zhang
Tong Lu
Lin Ma
Jin-Gang Yu
Gui-Song Xia
Jiayi Ma
177
1
0
09 May 2024
Graph is all you need? Lightweight data-agnostic neural architecture search without training
Graph is all you need? Lightweight data-agnostic neural architecture search without training
Zhenhan Huang
Tejaswini Pedapati
Pin-Yu Chen
Chunheng Jiang
Jianxi Gao
GNN
368
1
0
02 May 2024
Unsupervised Domain Adaptation Architecture Search with Self-Training
  for Land Cover Mapping
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping
Clifford Broni-Bediako
Junshi Xia
Xiangwei Zhu
AI4CE
238
6
0
23 Apr 2024
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection
  for Efficient Diffusion Models
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models
Haojun Sun
Chen Tang
Zhi Wang
Yuan Meng
Jingyan Jiang
Cheng Wang
Wenwu Zhu
MQ
299
7
0
15 Apr 2024
Efficiently Distilling LLMs for Edge Applications
Efficiently Distilling LLMs for Edge Applications
Achintya Kundu
Fabian Lim
Aaron Chew
L. Wynter
Penny Chong
Rhui Dih Lee
223
10
0
01 Apr 2024
Mixed-precision Supernet Training from Vision Foundation Models using
  Low Rank Adapter
Mixed-precision Supernet Training from Vision Foundation Models using Low Rank Adapter
Yuiko Sakuma
Masakazu Yoshimura
Junji Otsuka
Atsushi Irie
Takeshi Ohashi
MQ
269
0
0
29 Mar 2024
Tiny Machine Learning: Progress and Futures
Tiny Machine Learning: Progress and Futures
Ji Lin
Ligeng Zhu
Wei-Ming Chen
Wei-Chen Wang
Song Han
272
120
0
28 Mar 2024
Once for Both: Single Stage of Importance and Sparsity Search for Vision
  Transformer Compression
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer CompressionComputer Vision and Pattern Recognition (CVPR), 2024
Hancheng Ye
Chong Yu
Peng Ye
Renqiu Xia
Yansong Tang
Jiwen Lu
Tao Chen
Bo Zhang
230
9
0
23 Mar 2024
EffiPerception: an Efficient Framework for Various Perception Tasks
EffiPerception: an Efficient Framework for Various Perception Tasks
Xinhao Xiang
Simon Dräger
Jiawei Zhang
VLM
202
1
0
18 Mar 2024
Boosting Order-Preserving and Transferability for Neural Architecture
  Search: a Joint Architecture Refined Search and Fine-tuning Approach
Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning ApproachComputer Vision and Pattern Recognition (CVPR), 2024
Beichen Zhang
Xiaoxing Wang
Xiaohan Qin
Junchi Yan
280
6
0
18 Mar 2024
HyCTAS: Multi-Objective Hybrid Convolution-Transformer Architecture Search for Real-Time Image Segmentation
HyCTAS: Multi-Objective Hybrid Convolution-Transformer Architecture Search for Real-Time Image Segmentation
Hongyuan Yu
Cheng Wan
Xiyang Dai
Dongdong Chen
Bin Xiao
Xiyang Dai
Yan Huang
Yuan Lu
Liang Wang
315
8
0
15 Mar 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan
LocalMamba: Visual State Space Model with Windowed Selective Scan
Tao Huang
Xiaohuan Pei
Shan You
Haiwei Yang
Chao Qian
Chang Xu
Mamba
295
302
0
14 Mar 2024
Unsupervised Graph Neural Architecture Search with Disentangled
  Self-supervision
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervisionNeural Information Processing Systems (NeurIPS), 2024
Zeyang Zhang
Xin Eric Wang
Ziwei Zhang
Guangyao Shen
Shiqi Shen
Wenwu Zhu
262
19
0
08 Mar 2024
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network
  Growth
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth
Juan Zou
Weiwei Jiang
Yizhang Xia
Yuan Liu
Zhanglu Hou
256
0
0
05 Mar 2024
Revisiting Learning-based Video Motion Magnification for Real-time
  Processing
Revisiting Learning-based Video Motion Magnification for Real-time Processing
Hyunwoo Ha
Oh Hyun-Bin
Kim Jun-Seong
Byung-Ki Kwon
Kim Sung-Bin
Linh-Tam Tran
Ji-Yun Kim
Sung-Ho Bae
Tae-Hyun Oh
161
2
0
04 Mar 2024
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions
Guangrun Wang
Changlin Li
Liuchun Yuan
Jiefeng Peng
Xiaoyu Xian
Xiaodan Liang
Xiaojun Chang
Liang Lin
328
6
0
02 Mar 2024
T3DNet: Compressing Point Cloud Models for Lightweight 3D Recognition
T3DNet: Compressing Point Cloud Models for Lightweight 3D Recognition
Zhiyuan Yang
Yunjiao Zhou
Lihua Xie
Jianfei Yang
3DPC
211
3
0
29 Feb 2024
Multi-objective Differentiable Neural Architecture Search
Multi-objective Differentiable Neural Architecture Search
R. Sukthanker
Arber Zela
B. Staffler
Samuel Dooley
Josif Grabocka
Katharina Eggensperger
605
1
0
28 Feb 2024
Principled Architecture-aware Scaling of Hyperparameters
Principled Architecture-aware Scaling of Hyperparameters
Wuyang Chen
Junru Wu
Zhangyang Wang
Boris Hanin
AI4CE
306
2
0
27 Feb 2024
MobileLLM: Optimizing Sub-billion Parameter Language Models for
  On-Device Use Cases
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Zechun Liu
Changsheng Zhao
Forrest N. Iandola
Chen Lai
Yuandong Tian
...
Ernie Chang
Yangyang Shi
Raghuraman Krishnamoorthi
Liangzhen Lai
Vikas Chandra
ALM
347
189
0
22 Feb 2024
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Yiran Ding
Li Lyna Zhang
Chengruidong Zhang
Yuanyuan Xu
Ning Shang
Jiahang Xu
Fan Yang
Mao Yang
RALM
228
267
0
21 Feb 2024
MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via
  Automating Deep Neural Network Porting for Mobile Deployment
MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment
Hongtao Huang
Xiaojun Chang
Wen Hu
Lina Yao
195
0
0
21 Feb 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain
  Generalization Object Detection
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection
Fan Wu
Jinling Gao
Lanqing Hong
Xinbing Wang
Cheng Zhou
Nanyang Ye
242
23
0
07 Feb 2024
ParZC: Parametric Zero-Cost Proxies for Efficient NAS
ParZC: Parametric Zero-Cost Proxies for Efficient NAS
Peijie Dong
Lujun Li
Xinglin Pan
Zimian Wei
Xiang Liu
Qiang-qiang Wang
Xiaowen Chu
199
10
0
03 Feb 2024
Scaling Up Quantization-Aware Neural Architecture Search for Efficient
  Deep Learning on the Edge
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge
Yao Lu
Hiram Rayo Torres Rodriguez
Sebastian Vogel
Nick Van De Waterlaat
P. Jancura
MQ
194
4
0
22 Jan 2024
Retraining-free Model Quantization via One-Shot Weight-Coupling Learning
Retraining-free Model Quantization via One-Shot Weight-Coupling LearningComputer Vision and Pattern Recognition (CVPR), 2024
Chen Tang
Yuan Meng
Jiacheng Jiang
Shuzhao Xie
Rongwei Lu
Cheng Wang
Zhi Wang
Wenwu Zhu
MQ
248
17
0
03 Jan 2024
DREAM: Debugging and Repairing AutoML Pipelines
DREAM: Debugging and Repairing AutoML PipelinesACM Transactions on Software Engineering and Methodology (TOSEM), 2023
Xiaoyu Zhang
Juan Zhai
Shiqing Ma
Chao Shen
321
4
0
31 Dec 2023
Perception-Distortion Balanced Super-Resolution: A Multi-Objective
  Optimization Perspective
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective
Lingchen Sun
Jiejing Liang
Shuai Liu
Hongwei Yong
Lei Zhang
280
15
0
24 Dec 2023
Weight-Entanglement Meets Gradient-Based Neural Architecture Search
Weight-Entanglement Meets Gradient-Based Neural Architecture Search
R. Sukthanker
Arjun Krishnakumar
Mahmoud Safari
Katharina Eggensperger
242
6
0
16 Dec 2023
Building Variable-sized Models via Learngene Pool
Building Variable-sized Models via Learngene PoolAAAI Conference on Artificial Intelligence (AAAI), 2023
Boyu Shi
Shiyu Xia
Xu Yang
Haokun Chen
Zhi Kou
Xin Geng
265
5
0
10 Dec 2023
How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS
  Predictor
How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor
H. Loya
Łukasz Dudziak
Abhinav Mehrotra
Royson Lee
Javier Fernandez-Marques
Nicholas D. Lane
Hongkai Wen
OOD
242
2
0
30 Nov 2023
Mixed-Precision Quantization for Federated Learning on
  Resource-Constrained Heterogeneous Devices
Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous DevicesComputer Vision and Pattern Recognition (CVPR), 2023
Huancheng Chen
H. Vikalo
FedMLMQ
306
19
0
29 Nov 2023
Efficient Stitchable Task Adaptation
Efficient Stitchable Task AdaptationComputer Vision and Pattern Recognition (CVPR), 2023
Haoyu He
Zizheng Pan
Jing Liu
Jianfei Cai
Bohan Zhuang
332
7
0
29 Nov 2023
SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss
  Landscape
SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape
Hua Zheng
Kuang-Hung Liu
Igor Fedorov
Xin Zhang
Wen-Yen Chen
Wei Wen
301
2
0
22 Nov 2023
MetaMix: Meta-state Precision Searcher for Mixed-precision Activation
  Quantization
MetaMix: Meta-state Precision Searcher for Mixed-precision Activation QuantizationAAAI Conference on Artificial Intelligence (AAAI), 2023
Han-Byul Kim
Joo Hyung Lee
Sungjoo Yoo
Hong-Seok Kim
MQ
249
9
0
12 Nov 2023
Lightweight Diffusion Models with Distillation-Based Block Neural
  Architecture Search
Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search
Siao Tang
Xin Wang
Hong Chen
Chaoyu Guan
Yansong Tang
Wenwu Zhu
229
7
0
08 Nov 2023
MathNAS: If Blocks Have a Role in Mathematical Architecture Design
MathNAS: If Blocks Have a Role in Mathematical Architecture Design
Qinsi Wang
Jinghan Ke
Zhi Liang
Sihai Zhang
312
4
0
08 Nov 2023
Hardware Aware Evolutionary Neural Architecture Search using
  Representation Similarity Metric
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity MetricIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Nilotpal Sinha
Abd El Rahman Shabayek
Anis Kacem
Peyman Rostami
Carl Shneider
Djamila Aouada
242
8
0
07 Nov 2023
FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer
FLORA: Fine-grained Low-Rank Architecture Search for Vision TransformerIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Chi-Chih Chang
Yuan-Yao Sung
Shixing Yu
N. Huang
Diana Marculescu
Kai-Chiang Wu
ViT
172
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0
07 Nov 2023
TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices
TinyFormer: Efficient Transformer Design and Deployment on Tiny DevicesIEEE Transactions on Circuits and Systems Part 1: Regular Papers (TCAS-I), 2023
Jianlei Yang
Jiacheng Liao
Fanding Lei
Meichen Liu
Junyi Chen
Junyi Chen
Han Wan
Bei Yu
Weisheng Zhao
MoE
408
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03 Nov 2023
Farthest Greedy Path Sampling for Two-shot Recommender Search
Farthest Greedy Path Sampling for Two-shot Recommender Search
Yufan Cao
Tunhou Zhang
W. Wen
Feng Yan
Hai Helen Li
Yiran Chen
141
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31 Oct 2023
LLM Performance Predictors are good initializers for Architecture Search
LLM Performance Predictors are good initializers for Architecture SearchAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Ganesh Jawahar
Muhammad Abdul-Mageed
L. Lakshmanan
Dujian Ding
LRM
377
34
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Fairer and More Accurate Tabular Models Through NAS
Fairer and More Accurate Tabular Models Through NAS
Richeek Das
Samuel Dooley
152
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ASP: Automatic Selection of Proxy dataset for efficient AutoML
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Peng Yao
Chao Liao
Jiyuan Jia
Jianchao Tan
Bin Chen
Chengru Song
Chen Zhang
193
5
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17 Oct 2023
TS-ENAS:Two-Stage Evolution for Cell-based Network Architecture Search
TS-ENAS:Two-Stage Evolution for Cell-based Network Architecture Search
Juan Zou
Shenghong Wu
Yizhang Xia
Weiwei Jiang
Zeping Wu
Jinhua Zheng
3DV
185
1
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14 Oct 2023
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large
  Language Models
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023
Jing Liu
Yazhe Niu
Xiuying Wei
Zhiwei Dong
Jianfei Cai
Bohan Zhuang
MQ
302
68
0
12 Oct 2023
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