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Single Path One-Shot Neural Architecture Search with Uniform Sampling
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Single Path One-Shot Neural Architecture Search with Uniform Sampling

Zichao Guo
Xiangyu Zhang
Haoyuan Mu
Wen Heng
Zechun Liu
Yichen Wei
Jian Sun
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Papers citing "Single Path One-Shot Neural Architecture Search with Uniform Sampling"

50 / 509 papers shown
Title
TextVidBench: A Benchmark for Long Video Scene Text Understanding
Yangyang Zhong
Ji Qi
Yuan Yao
Pengxin Luo
Yunfeng Yan
Donglian Qi
Zhiyuan Liu
Tat-Seng Chua
92
0
0
05 Jun 2025
Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution
Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution
Wenhao Song
Xuan Wu
Bo Yang
You Zhou
Yubin Xiao
Yanchun Liang
H. Ge
Heow Pueh Lee
Chunguo Wu
51
0
0
02 Jun 2025
CrossNAS: A Cross-Layer Neural Architecture Search Framework for PIM Systems
CrossNAS: A Cross-Layer Neural Architecture Search Framework for PIM Systems
Md Hasibul Amin
Mohammadreza Mohammadi
Jason D. Bakos
Ramtin Zand
10
0
0
28 May 2025
L-SWAG: Layer-Sample Wise Activation with Gradients information for Zero-Shot NAS on Vision Transformers
L-SWAG: Layer-Sample Wise Activation with Gradients information for Zero-Shot NAS on Vision Transformers
S. Casarin
Sergio Escalera
Oswald Lanz
111
0
0
12 May 2025
NeuRN: Neuro-inspired Domain Generalization for Image Classification
NeuRN: Neuro-inspired Domain Generalization for Image Classification
Hamd Jalil
Ahmed Qazi
Asim Iqbal
OODMedIm
152
0
0
11 May 2025
Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning
Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning
Lianbo Ma
Jianlun Ma
Yuee Zhou
Guoyang Xie
Qiang He
Zhichao Lu
MQ
97
0
0
08 May 2025
A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture
A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture
Shang Wang
Huanrong Tang
Jianquan Ouyang
75
0
0
02 May 2025
Distilling semantically aware orders for autoregressive image generation
Distilling semantically aware orders for autoregressive image generation
Rishav Pramanik
Antoine Poupon
Juan A. Rodriguez
Masih Aminbeidokhti
David Vazquez
Christopher Pal
Zhaozheng Yin
M. Pedersoli
78
0
0
23 Apr 2025
Kernel-Level Energy-Efficient Neural Architecture Search for Tabular Dataset
Kernel-Level Energy-Efficient Neural Architecture Search for Tabular Dataset
Hoang-Loc La
Phuong Hoai Ha
66
0
0
11 Apr 2025
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models
Hung-Yueh Chiang
Chi-chih Chang
N. Frumkin
Kai-Chiang Wu
Mohamed S. Abdelfattah
Diana Marculescu
MQ
490
0
0
28 Mar 2025
Subnet-Aware Dynamic Supernet Training for Neural Architecture Search
Jeimin Jeon
Youngmin Oh
J. Lee
Donghyeon Baek
Dohyung Kim
Chanho Eom
Bumsub Ham
82
0
0
13 Mar 2025
Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints
Qinglin Liu
Zonglin Li
Xiaoqian Lv
Xin Sun
Ru Li
Shengping Zhang
78
0
0
05 Mar 2025
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis
Amir Hosein Fadaei
M. Dehaqani
89
0
0
11 Feb 2025
Nearly Lossless Adaptive Bit Switching
Nearly Lossless Adaptive Bit Switching
Haiduo Huang
Zhenhua Liu
Tian Xia
Wenzhe zhao
Pengju Ren
MQ
91
0
0
03 Feb 2025
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies
Xubin Wang
Weijia Jia
166
2
0
08 Jan 2025
HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning
HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning
Jiajun Li
Jiawen Zhang
Feng Wang
Lianbo Ma
134
0
0
14 Dec 2024
GradAlign for Training-free Model Performance Inference
GradAlign for Training-free Model Performance Inference
Yuxuan Li
Yunhui Guo
100
0
0
29 Nov 2024
Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictor
Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictor
Arjun Sridhar
Chen-Chia Chang
Junyao Zhang
Yuxiao Chen
72
1
0
21 Nov 2024
Delta-NAS: Difference of Architecture Encoding for Predictor-based Evolutionary Neural Architecture Search
Delta-NAS: Difference of Architecture Encoding for Predictor-based Evolutionary Neural Architecture Search
Arjun Sridhar
Yuxiao Chen
111
0
0
21 Nov 2024
Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
Haotong Du
Quanming Yao
Juzheng Zhang
Yong Liu
Zhen Wang
63
3
0
03 Nov 2024
ARQ: A Mixed-Precision Quantization Framework for Accurate and Certifiably Robust DNNs
ARQ: A Mixed-Precision Quantization Framework for Accurate and Certifiably Robust DNNs
Yuchen Yang
Shubham Ugare
Yifan Zhao
Gagandeep Singh
Sasa Misailovic
MQ
87
0
0
31 Oct 2024
Content-Aware Radiance Fields: Aligning Model Complexity with Scene Intricacy Through Learned Bitwidth Quantization
Content-Aware Radiance Fields: Aligning Model Complexity with Scene Intricacy Through Learned Bitwidth Quantization
Wen Liu
Xue Xian Zheng
Jingyi Yu
Xin Lou
MQ
60
0
0
25 Oct 2024
Dense Optimizer : An Information Entropy-Guided Structural Search Method for Dense-like Neural Network Design
Dense Optimizer : An Information Entropy-Guided Structural Search Method for Dense-like Neural Network Design
Liu Tianyuan
Hou Libin
Wang Linyuan
Song Xiyu
Yan Bin
55
0
0
10 Oct 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning
Changlin Li
Jiawei Zhang
Sihao Lin
Zongxin Yang
Junwei Liang
Xiaodan Liang
Xiaojun Chang
VLM
65
0
0
06 Sep 2024
PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets Estimator
PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets Estimator
Shiguang Wang
Tao Xie
Haijun Liu
Xingcheng Zhang
Jian Cheng
63
2
0
29 Aug 2024
HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices
HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices
Ao Zhou
Jianlei Yang
Yingjie Qi
Tong Qiao
Yumeng Shi
Cenlin Duan
Weisheng Zhao
Chunming Hu
GNN
52
1
0
23 Aug 2024
Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition
Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition
Huafeng Qin
Yuming Fu
Jing Chen
M. El-Yacoubi
Xinbo Gao
Feng Xi
Mamba
84
1
0
11 Aug 2024
TopoNAS: Boosting Search Efficiency of Gradient-based NAS via Topological Simplification
TopoNAS: Boosting Search Efficiency of Gradient-based NAS via Topological Simplification
Giacomo Vedovati
ShiNung Ching
Bo Yuan
76
0
0
02 Aug 2024
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers
Zhengang Li
Alec Lu
Yanyue Xie
Zhenglun Kong
Mengshu Sun
...
Peiyan Dong
Caiwen Ding
Yanzhi Wang
Xue Lin
Zhenman Fang
73
5
0
25 Jul 2024
An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval
An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval
Mahesh Kandhare
Thibault Gisselbrecht
76
5
0
22 Jul 2024
FYI: Flip Your Images for Dataset Distillation
FYI: Flip Your Images for Dataset Distillation
Byunggwan Son
Youngmin Oh
Donghyeon Baek
Bumsub Ham
DD
115
3
0
11 Jul 2024
Learning Dynamic Bayesian Networks from Data: Foundations, First Principles and Numerical Comparisons
Learning Dynamic Bayesian Networks from Data: Foundations, First Principles and Numerical Comparisons
Vyacheslav Kungurtsev
Fadwa Idlahcen
Petr Rysavý
Pavel Rytíř
Ales Wodecki
92
1
0
25 Jun 2024
Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA
Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA
Zehuan Zhang
Hongxiang Fan
Hao Mark Chen
Lukasz Dudziak
Wayne Luk
BDL
65
0
0
23 Jun 2024
An Efficient NAS-based Approach for Handling Imbalanced Datasets
An Efficient NAS-based Approach for Handling Imbalanced Datasets
Zhiwei Yao
58
0
0
22 Jun 2024
Robust 3D Face Alignment with Multi-Path Neural Architecture Search
Robust 3D Face Alignment with Multi-Path Neural Architecture Search
Zhichao Jiang
Hongsong Wang
Xi Teng
Baopu Li
CVBM
51
1
0
12 Jun 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
Yiyang Zhao
Yunzhuo Liu
Bo Jiang
Tian Guo
87
3
0
03 Jun 2024
Multi-Objective Neural Architecture Search by Learning Search Space Partitions
Multi-Objective Neural Architecture Search by Learning Search Space Partitions
Yiyang Zhao
Linnan Wang
Tian Guo
109
1
0
01 Jun 2024
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
58
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
71
1
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
87
0
0
26 May 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
R. Sukthanker
Arber Zela
B. Staffler
Aaron Klein
Lennart Purucker
Jorg K. H. Franke
Frank Hutter
ELM
103
4
0
16 May 2024
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
Yuan Gao
Weizhong Zhang
Wenhan Luo
Lin Ma
Jin-Gang Yu
Gui-Song Xia
Jiayi Ma
75
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
84
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
Naoto Yokoya
AI4CE
78
3
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
Xinzhu Ma
Wenwu Zhu
MQ
103
6
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
121
6
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
94
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
90
58
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 Compression
Hancheng Ye
Chong Yu
Peng Ye
Renqiu Xia
Yansong Tang
Jiwen Lu
Tao Chen
Bo Zhang
88
3
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
70
0
0
18 Mar 2024

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