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BossNAS: Exploring Hybrid CNN-transformers with Block-wisely
  Self-supervised Neural Architecture Search
v1v2v3 (latest)

BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

IEEE International Conference on Computer Vision (ICCV), 2021
23 March 2021
Changlin Li
Tao Tang
Guangrun Wang
Jiefeng Peng
Bing Wang
Xiaodan Liang
Xiaojun Chang
    ViT
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)Github (140★)

Papers citing "BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search"

50 / 65 papers shown
Efficient Training for Human Video Generation with Entropy-Guided Prioritized Progressive Learning
Efficient Training for Human Video Generation with Entropy-Guided Prioritized Progressive Learning
Changlin Li
Jiawei Zhang
Shuhao Liu
Sihao Lin
Z. Shi
Zhihui Li
Xiaojun Chang
DiffMVGen
317
1
0
26 Nov 2025
Which Layer Causes Distribution Deviation? Entropy-Guided Adaptive Pruning for Diffusion and Flow Models
Which Layer Causes Distribution Deviation? Entropy-Guided Adaptive Pruning for Diffusion and Flow Models
Changlin Li
Jiawei Zhang
Z. Shi
Zongxin Yang
Zhihui Li
Xiaojun Chang
DiffMVLM
325
0
0
26 Nov 2025
Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models
Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models
Hongtao Huang
Xiaojun Chang
Weitong Chen
MedIm
446
1
0
03 Jun 2025
Transferrable Surrogates in Expressive Neural Architecture Search Spaces
Transferrable Surrogates in Expressive Neural Architecture Search Spaces
Shiwen Qin
Gabriela Kadlecová
Martin Pilát
Shay B. Cohen
Roman Neruda
Elliot J. Crowley
Jovita Lukasik
Linus Ericsson
AI4CE
1.0K
4
0
17 Apr 2025
Evolutionary Machine Learning meets Self-Supervised Learning: a comprehensive survey
Evolutionary Machine Learning meets Self-Supervised Learning: a comprehensive survey
Adriano Vinhas
João Correia
Penousal Machado
SSLSyDa
547
0
0
09 Apr 2025
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule
Hongtao Huang
Xiaojun Chang
Weitong Chen
359
1
0
26 Sep 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
309
2
0
06 Sep 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
...
Zhaoyang Han
Caiwen Ding
Yanzhi Wang
Xue Lin
Zhenman Fang
271
11
0
25 Jul 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
380
4
0
31 May 2024
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of
  Deep Neural Networks
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Xue Geng
Zhe Wang
Chunyun Chen
Qing Xu
Kaixin Xu
...
Zhenghua Chen
M. Aly
Jie Lin
Ruibing Jin
Xiaoli Li
349
9
0
09 May 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
260
11
0
23 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
315
19
0
08 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
386
7
0
02 Mar 2024
A Recent Survey of Vision Transformers for Medical Image Segmentation
A Recent Survey of Vision Transformers for Medical Image SegmentationIEEE Access (IEEE Access), 2023
Asifullah Khan
Zunaira Rauf
Abdul Rehman Khan
Saima Rathore
Dr. Saddam Hussain Khan
...
Suleman Qamar
Umme Hani Asif
Faiza Babar Khan
A. Majid
Jeonghwan Gwak
ViTMedIm
447
56
0
01 Dec 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
276
7
0
08 Nov 2023
MGAS: Multi-Granularity Architecture Search for Trade-Off Between Model Effectiveness and Efficiency
MGAS: Multi-Granularity Architecture Search for Trade-Off Between Model Effectiveness and EfficiencyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Xiaoyun Liu
Divya Saxena
Jiannong Cao
Yuqing Zhao
Penghui Ruan
572
0
0
23 Oct 2023
AutoDiffusion: Training-Free Optimization of Time Steps and
  Architectures for Automated Diffusion Model Acceleration
AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model AccelerationIEEE International Conference on Computer Vision (ICCV), 2023
Lijiang Li
Huixia Li
Xiawu Zheng
Jie Wu
Xuefeng Xiao
Rui Wang
Min Zheng
Xin Pan
Jiayi Ji
Rongrong Ji
409
83
0
19 Sep 2023
Efficient Representation Learning for Healthcare with
  Cross-Architectural Self-Supervision
Efficient Representation Learning for Healthcare with Cross-Architectural Self-SupervisionMachine Learning in Health Care (MLHC), 2023
P. Singh
Jacopo Cirrone
OODSSL
306
2
0
19 Aug 2023
ShiftNAS: Improving One-shot NAS via Probability Shift
ShiftNAS: Improving One-shot NAS via Probability ShiftIEEE International Conference on Computer Vision (ICCV), 2023
Mingyang Zhang
Xinyi Yu
Haodong Zhao
Linlin Ou
283
9
0
17 Jul 2023
CB-HVTNet: A channel-boosted hybrid vision transformer network for
  lymphocyte assessment in histopathological images
CB-HVTNet: A channel-boosted hybrid vision transformer network for lymphocyte assessment in histopathological imagesIEEE Access (IEEE Access), 2023
Momina Liaqat Ali
Zunaira Rauf
Asifullah Khan
A. Sohail
Rafi Ullah
Jeonghwan Gwak
MedImViT
364
5
0
16 May 2023
Can GPT-4 Perform Neural Architecture Search?
Can GPT-4 Perform Neural Architecture Search?
Mingkai Zheng
Xiu Su
Shan You
Fei Wang
Chao Qian
Chang Xu
Samuel Albanie
ELM
439
91
0
21 Apr 2023
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and
  Progressive Shift
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive ShiftIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Gaojie Wu
Weishi Zheng
Yutong Lu
Q. Tian
ViT
247
25
0
07 Apr 2023
Visual Dependency Transformers: Dependency Tree Emerges from Reversed
  Attention
Visual Dependency Transformers: Dependency Tree Emerges from Reversed AttentionComputer Vision and Pattern Recognition (CVPR), 2023
Mingyu Ding
Songlin Yang
Lijie Fan
Zhenfang Chen
Z. Chen
Ping Luo
J. Tenenbaum
Chuang Gan
ViT
300
21
0
06 Apr 2023
Neural Architecture Search: Insights from 1000 Papers
Neural Architecture Search: Insights from 1000 Papers
Colin White
Mahmoud Safari
R. Sukthanker
Binxin Ru
T. Elsken
Arber Zela
Debadeepta Dey
Katharina Eggensperger
3DVAI4CE
514
208
0
20 Jan 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and
  Future Trends
A Survey on Self-supervised Learning: Algorithms, Applications, and Future TrendsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jie Gui
Tuo Chen
Jing Zhang
Qiong Cao
Zhe Sun
Haoran Luo
Dacheng Tao
654
460
0
13 Jan 2023
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision
  Transformers
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision TransformersInternational Symposium on High-Performance Computer Architecture (HPCA), 2022
Zhaoyang Han
Mengshu Sun
Alec Lu
Yanyue Xie
Li-Yu Daisy Liu
...
Xin Meng
Hao Sun
Xue Lin
Zhenman Fang
Yanzhi Wang
ViT
312
118
0
15 Nov 2022
SaiT: Sparse Vision Transformers through Adaptive Token Pruning
SaiT: Sparse Vision Transformers through Adaptive Token Pruning
Ling Li
D. Thorsley
Joseph Hassoun
ViT
214
22
0
11 Oct 2022
Searching a High-Performance Feature Extractor for Text Recognition
  Network
Searching a High-Performance Feature Extractor for Text Recognition NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Hui Zhang
Quanming Yao
James T. Kwok
X. Bai
263
10
0
27 Sep 2022
MaiT: Leverage Attention Masks for More Efficient Image Transformers
MaiT: Leverage Attention Masks for More Efficient Image Transformers
Ling Li
Ali Shafiee Ardestani
Joseph Hassoun
155
1
0
06 Jul 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary
  Algorithm
EATFormer: Improving Vision Transformer Inspired by Evolutionary AlgorithmInternational Journal of Computer Vision (IJCV), 2022
Jiangning Zhang
Xiangtai Li
Yabiao Wang
Chengjie Wang
Jianlong Wu
Yong Liu
Dacheng Tao
ViT
383
55
0
19 Jun 2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing
MLP-3D: A MLP-like 3D Architecture with Grouped Time MixingComputer Vision and Pattern Recognition (CVPR), 2022
Zhaofan Qiu
Ting Yao
Chong-Wah Ngo
Tao Mei
ViT
313
19
0
13 Jun 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural NetworksInternational Conference on Machine Learning (ICML), 2022
Haoran You
Baopu Li
Huihong Shi
Y. Fu
Yingyan Lin
469
20
0
17 May 2022
Arch-Graph: Acyclic Architecture Relation Predictor for
  Task-Transferable Neural Architecture Search
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2022
Minbin Huang
Zhijian Huang
Changlin Li
Xin Chen
Hangyang Xu
Zhenguo Li
Xiaodan Liang
304
25
0
12 Apr 2022
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture
  Search
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search
Guocheng Qian
Xuanyang Zhang
Ge Li
Chen Zhao
Yukang Chen
Xinming Zhang
Guohao Li
Jian Sun
263
6
0
11 Apr 2022
A Survey of Supernet Optimization and its Applications: Spatial and
  Temporal Optimization for Neural Architecture Search
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
298
3
0
08 Apr 2022
DaViT: Dual Attention Vision Transformers
DaViT: Dual Attention Vision TransformersEuropean Conference on Computer Vision (ECCV), 2022
Mingyu Ding
Bin Xiao
Noel Codella
Ping Luo
Jingdong Wang
Lu Yuan
ViT
502
373
0
07 Apr 2022
SepViT: Separable Vision Transformer
SepViT: Separable Vision Transformer
Wei Li
Xing Wang
Xin Xia
Jie Wu
Jiashi Li
Xuefeng Xiao
Min Zheng
Shiping Wen
ViT
380
51
0
29 Mar 2022
Automated Progressive Learning for Efficient Training of Vision
  Transformers
Automated Progressive Learning for Efficient Training of Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2022
Changlin Li
Bohan Zhuang
Guangrun Wang
Xiaodan Liang
Xiaojun Chang
Yi Yang
295
56
0
28 Mar 2022
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis
Practical Blind Image Denoising via Swin-Conv-UNet and Data SynthesisMachine Intelligence Research (MIR), 2022
Lucas Beerens
Yawei Li
Christos Sakaridis
Jingyun Liang
Yulun Zhang
Hao Tang
Deng-Ping Fan
Radu Timofte
Luc Van Gool
OOD
415
215
0
24 Mar 2022
Beyond Fixation: Dynamic Window Visual Transformer
Beyond Fixation: Dynamic Window Visual TransformerComputer Vision and Pattern Recognition (CVPR), 2022
Pengzhen Ren
Changlin Li
Guangrun Wang
Yun Xiao
Qing Du
Xiaodan Liang
Qing Du Xiaodan Liang Xiaojun Chang
ViT
240
47
0
24 Mar 2022
One Network Doesn't Rule Them All: Moving Beyond Handcrafted
  Architectures in Self-Supervised Learning
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
267
2
0
15 Mar 2022
Multi-Tailed Vision Transformer for Efficient Inference
Multi-Tailed Vision Transformer for Efficient InferenceNeural Networks (NN), 2022
Yunke Wang
Bo Du
Wenyuan Wang
Chang Xu
ViT
688
13
0
03 Mar 2022
Auto-scaling Vision Transformers without Training
Auto-scaling Vision Transformers without TrainingInternational Conference on Learning Representations (ICLR), 2022
Wuyang Chen
Wei-Ping Huang
Xianzhi Du
Xiaodan Song
Zinan Lin
Denny Zhou
ViT
196
27
0
24 Feb 2022
BViT: Broad Attention based Vision Transformer
BViT: Broad Attention based Vision TransformerIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Nannan Li
Yaran Chen
Weifan Li
Zixiang Ding
Dong Zhao
ViT
352
33
0
13 Feb 2022
Searching the Search Space of Vision Transformer
Searching the Search Space of Vision Transformer
Minghao Chen
Kan Wu
Bolin Ni
Houwen Peng
Bei Liu
Jianlong Fu
Hongyang Chao
Haibin Ling
ViT
280
69
0
29 Nov 2021
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning
  Rule
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning RuleComputer Vision and Pattern Recognition (CVPR), 2021
Miao Zhang
Jilin Hu
Steven W. Su
Shirui Pan
Xiaojun Chang
B. Yang
Gholamreza Haffari
OOD
377
22
0
25 Nov 2021
Pruning Self-attentions into Convolutional Layers in Single Path
Pruning Self-attentions into Convolutional Layers in Single Path
Haoyu He
Jianfei Cai
Jing Liu
Zizheng Pan
Jing Zhang
Dacheng Tao
Bohan Zhuang
ViT
360
64
0
23 Nov 2021
Searching for TrioNet: Combining Convolution with Local and Global
  Self-Attention
Searching for TrioNet: Combining Convolution with Local and Global Self-AttentionBritish Machine Vision Conference (BMVC), 2021
Huaijin Pi
Huiyu Wang
Yingwei Li
Zizhang Li
Alan Yuille
ViT
206
3
0
15 Nov 2021
DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and
  Transformers
DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers
Changlin Li
Guangrun Wang
Bing Wang
Xiaodan Liang
Zhihui Li
Xiaojun Chang
253
9
0
21 Sep 2021
Searching for Efficient Multi-Stage Vision Transformers
Searching for Efficient Multi-Stage Vision Transformers
Yi-Lun Liao
S. Karaman
Vivienne Sze
ViT
145
19
0
01 Sep 2021
12
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