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2003.11142
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BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models
European Conference on Computer Vision (ECCV), 2020
24 March 2020
Jiahui Yu
Pengchong Jin
Hanxiao Liu
Gabriel Bender
Pieter-Jan Kindermans
Mingxing Tan
Thomas Huang
Xiaodan Song
Ruoming Pang
Quoc V. Le
Re-assign community
ArXiv (abs)
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HuggingFace (2 upvotes)
Papers citing
"BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models"
50 / 206 papers shown
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130
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Automated Neural Architecture Design for Industrial Defect Detection
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Yunfeng Ma
Yi Tang
Min Liu
Shuai Jiang
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163
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0
08 Oct 2025
RAM-NAS: Resource-aware Multiobjective Neural Architecture Search Method for Robot Vision Tasks
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Shouren Mao
Minghao Qin
W. Dong
Huajian Liu
Yongzhuo Gao
171
1
0
25 Sep 2025
Quantum EigenGame for excited state calculation
David Quiroga
Jason Han
Anastasios Kyrillidis
341
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17 Mar 2025
EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models
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Zheng Liu
Shitao Xiao
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Yiming Liang
Wanpeng Zhang
Haokun Lin
Guoqi Li
Jiajun Zhang
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747
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10 Feb 2025
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
Neural Information Processing Systems (NeurIPS), 2025
Sy-Tuyen Ho
Tuan Van Vo
Somayeh Ebrahimkhani
Ngai-Man Cheung
357
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08 Jan 2025
Slicing Vision Transformer for Flexible Inference
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Yitian Zhang
Huseyin Coskun
Xu Ma
Huan Wang
Ke Ma
Xi
Chen
Derek Hao Hu
Y. Fu
ViT
379
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06 Dec 2024
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment
Neural Information Processing Systems (NeurIPS), 2024
Y. Fu
Zhongzhi Yu
Junwei Li
Jiayi Qian
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Xiangchi Yuan
Dachuan Shi
Roman Yakunin
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390
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B. Staffler
Katharina Eggensperger
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361
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LPZero: Language Model Zero-cost Proxy Search from Zero
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Lujun Li
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Xiaowen Chu
942
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07 Oct 2024
Exploring System-Heterogeneous Federated Learning with Dynamic Model Selection
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308
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Yang Xu
Huihong Shi
Zhongfeng Wang
296
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07 Sep 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning
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Jiawei Zhang
Sihao Lin
Zongxin Yang
Junwei Liang
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307
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06 Sep 2024
PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets Estimator
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Tao Xie
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Xingcheng Zhang
Jian Cheng
267
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SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search
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Diana Marculescu
236
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SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation
Engineering applications of artificial intelligence (EAAI), 2024
C. Termritthikun
Ayaz Umer
Suwichaya Suwanwimolkul
Xiwei Xu
Ivan Lee
266
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29 Jul 2024
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers
Zhengang Li
Alec Lu
Yanyue Xie
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Xue Lin
Zhenman Fang
271
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DεpS: Delayed ε-Shrinking for Faster Once-For-All Training
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Igor Fedorov
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Alexey Tumanov
CLL
279
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08 Jul 2024
PRANCE: Joint Token-Optimization and Structural Channel-Pruning for Adaptive ViT Inference
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Chen Tang
Yuan Meng
Jiajun Fan
Runnan Li
Cheng Wang
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283
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06 Jul 2024
One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model
Interspeech (Interspeech), 2024
Zhaoqing Li
Haoning Xu
Tianzi Wang
Shoukang Hu
Zengrui Jin
Shujie Hu
Jiajun Deng
Mingyu Cui
Mengzhe Geng
Xunying Liu
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250
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Robust 3D Face Alignment with Multi-Path Neural Architecture Search
Zhichao Jiang
Hongsong Wang
Xi Teng
Baopu Li
CVBM
242
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12 Jun 2024
Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS
Hao Fu
Tunhou Zhang
Hai Li
Yiran Chen
216
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04 Jun 2024
Multi-Objective Neural Architecture Search by Learning Search Space Partitions
Yiyang Zhao
Linnan Wang
Tian Guo
430
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01 Jun 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model
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Yan Kang
Yuchen Liu
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333
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31 May 2024
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MQ
204
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30 May 2024
Extreme Compression of Adaptive Neural Images
Leo Hoshikawa
Marcos V. Conde
Takeshi Ohashi
Atsushi Irie
474
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Structural Pruning of Pre-trained Language Models via Neural Architecture Search
Aaron Klein
Jacek Golebiowski
Xingchen Ma
Valerio Perrone
Cédric Archambeau
233
6
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03 May 2024
Shears: Unstructured Sparsity with Neural Low-rank Adapter Search
J. P. Muñoz
Jinjie Yuan
Nilesh Jain
290
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TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models
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MQ
347
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15 Apr 2024
Efficiently Distilling LLMs for Edge Applications
Achintya Kundu
Fabian Lim
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L. Wynter
Penny Chong
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254
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0
01 Apr 2024
Mixed-precision Supernet Training from Vision Foundation Models using Low Rank Adapter
Yuiko Sakuma
Masakazu Yoshimura
Junji Otsuka
Atsushi Irie
Takeshi Ohashi
MQ
319
0
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29 Mar 2024
On Latency Predictors for Neural Architecture Search
Yash Akhauri
Mohamed S. Abdelfattah
OOD
423
10
0
04 Mar 2024
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
386
7
0
02 Mar 2024
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
230
0
0
21 Feb 2024
Savvy: Trustworthy Autonomous Vehicles Architecture
Ali Shoker
Rehana Yasmin
Paulo Esteves-Verissimo
261
1
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08 Feb 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer
AAAI Conference on Artificial Intelligence (AAAI), 2024
Ji Liu
Dehua Tang
Yuanxian Huang
Li Zhang
Xiaocheng Zeng
...
Jinzhang Peng
Yu Wang
Fan Jiang
Lu Tian
Ashish Sirasao
ViT
312
18
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12 Jan 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model
Computer Vision and Pattern Recognition (CVPR), 2024
Yiran Song
Qianyu Zhou
Hefei Ling
Deng-Ping Fan
Xuequan Lu
Lizhuang Ma
VLM
604
22
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04 Jan 2024
Retraining-free Model Quantization via One-Shot Weight-Coupling Learning
Computer Vision and Pattern Recognition (CVPR), 2024
Chen Tang
Yuan Meng
Jiacheng Jiang
Shuzhao Xie
Rongwei Lu
Cheng Wang
Zhi Wang
Wenwu Zhu
MQ
279
17
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SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads
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Dhruv Garg
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Ion Stoica
Alexey Tumanov
297
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Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective
Lingchen Sun
Jiejing Liang
Shuai Liu
Hongwei Yong
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339
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Weight-Entanglement Meets Gradient-Based Neural Architecture Search
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Arjun Krishnakumar
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291
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Mehrdad Farajtabar
Sachin Mehta
Raviteja Vemulapalli
Fartash Faghri
Devang Naik
Oncel Tuzel
Mohammad Rastegari
346
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Learning to Compose SuperWeights for Neural Parameter Allocation Search
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
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Soren Nelson
Nikoli Dryden
D. Bashkirova
Kate Saenko
Bryan A. Plummer
309
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Jinghan Ke
Zhi Liang
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369
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FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
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Yuan-Yao Sung
Shixing Yu
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287
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518
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Shangshang Yang
Xiaoshan Yu
Ye Tian
Xueming Yan
Haiping Ma
Xingyi Zhang
ViT
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AI4Ed
234
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UGC: Unified GAN Compression for Efficient Image-to-Image Translation
IEEE International Conference on Computer Vision (ICCV), 2023
Yuxi Ren
Jie Wu
Peng Zhang
Manlin Zhang
Xuefeng Xiao
Qian He
Rui Wang
Min Zheng
Xin Pan
305
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TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Shangguan Yuan
Haichuan Yang
Danni Li
Chunyang Wu
Yassir Fathullah
...
Junteng Jia
Jay Mahadeokar
Xin Lei
Michael Seltzer
Vikas Chandra
332
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05 Sep 2023
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