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2004.05565
Cited By
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
Computer Vision and Pattern Recognition (CVPR), 2020
12 April 2020
Alvin Wan
Xiaoliang Dai
Peizhao Zhang
Zijian He
Yuandong Tian
Saining Xie
Bichen Wu
Matthew Yu
Tao Xu
Kan Chen
Peter Vajda
Joseph E. Gonzalez
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Github (911★)
Papers citing
"FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions"
50 / 163 papers shown
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RAM-NAS: Resource-aware Multiobjective Neural Architecture Search Method for Robot Vision Tasks
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Minghao Qin
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Yongzhuo Gao
171
1
0
25 Sep 2025
DiEP: Adaptive Mixture-of-Experts Compression through Differentiable Expert Pruning
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156
4
0
19 Sep 2025
Deep Lookup Network
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
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Longguang Wang
Wendong Mao
Xiaoyu Dong
Yingqian Wang
Li Liu
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188
2
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17 Sep 2025
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models
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199
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15 Sep 2025
Coflex: Enhancing HW-NAS with Sparse Gaussian Processes for Efficient and Scalable DNN Accelerator Design
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Tomomasa Yamasaki
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Tao Luo
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316
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31 Jul 2025
Zero-Shot Neural Architecture Search with Weighted Response Correlation
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Luoyu Chen
Jungang Xu
Jianwei Tai
Yiyu Wang
Shuaimin Li
244
3
0
08 Jul 2025
Advancing Sequential Numerical Prediction in Autoregressive Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Xiang Fei
Jinghui Lu
Qi Sun
Hao Feng
Yanjie Wang
Wei Shi
An-Lan Wang
Jingqun Tang
Can Huang
AI4TS
643
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19 May 2025
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Tomomasa Yamasaki
Zhehui Wang
Yaoyu Zhang
Niangjun Chen
Bo Wang
608
7
0
26 Mar 2025
Fast Data Aware Neural Architecture Search via Supernet Accelerated Evaluation
Internet of Things (IoT), 2025
Emil Njor
Colby R. Banbury
Xenofon Fafoutis
391
2
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18 Feb 2025
Cognitive Edge Computing: A Comprehensive Survey on Optimizing Large Models and AI Agents for Pervasive Deployment
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Xubin Wang
Weijia Jia
Weijia Jia
614
21
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04 Jan 2025
Pruning-based Data Selection and Network Fusion for Efficient Deep Learning
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Hasnain Irshad Bhatti
Jaekyun Moon
428
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NASH: Neural Architecture and Accelerator Search for Multiplication-Reduced Hybrid Models
IEEE Transactions on Circuits and Systems Part 1: Regular Papers (TCAS-I), 2024
Yang Xu
Huihong Shi
Zhongfeng Wang
296
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07 Sep 2024
DεpS: Delayed ε-Shrinking for Faster Once-For-All Training
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Alind Khare
Animesh Agrawal
Igor Fedorov
Hugo Latapie
Myungjin Lee
Alexey Tumanov
CLL
279
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08 Jul 2024
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks
Beatrice Alessandra Motetti
Matteo Risso
Luca Bompani
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
MQ
341
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01 Jul 2024
Multi-Objective Neural Architecture Search by Learning Search Space Partitions
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Linnan Wang
Tian Guo
429
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The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol
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Wojciech Jablonski
Piotr Bilinski
346
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Differentiable Model Scaling using Differentiable Topk
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Ruohui Wang
Jianfei Gao
Kai Chen
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Lightweight Deep Learning for Resource-Constrained Environments: A Survey
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Marco Galindo
Hongxia Xie
Lai-Kuan Wong
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428
201
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08 Apr 2024
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution
International Conference on Learning Representations (ICLR), 2024
Simiao Li
Yun-feng Zhang
Wei Li
Hanting Chen
Wenjia Wang
Bingyi Jing
Shaohui Lin
Jie Hu
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286
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03 Apr 2024
Efficient Modulation for Vision Networks
Xu Ma
Xiyang Dai
Jianwei Yang
Bin Xiao
Yinpeng Chen
Yun Fu
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343
29
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29 Mar 2024
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition
Thejan Rajapakshe
R. Rana
Sara Khalifa
Berrak Sisman
Bjorn W. Schuller
John H. L. Hansen
AI4TS
189
2
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21 Mar 2024
Building Optimal Neural Architectures using Interpretable Knowledge
Keith G. Mills
Fred X. Han
Mohammad Salameh
Shengyao Lu
Chunhua Zhou
Jiao He
Fengyu Sun
Di Niu
265
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0
20 Mar 2024
Multi-objective Differentiable Neural Architecture Search
R. Sukthanker
Arber Zela
B. Staffler
Samuel Dooley
Josif Grabocka
Katharina Eggensperger
643
1
0
28 Feb 2024
Model Compression and Efficient Inference for Large Language Models: A Survey
Wenxiao Wang
Wei Chen
Yicong Luo
Yongliu Long
Zhengkai Lin
Liye Zhang
Binbin Lin
Deng Cai
Xiaofei He
MQ
378
95
0
15 Feb 2024
HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays
Matteo Risso
Chen Xie
Francesco Daghero
Luca Bompani
Seyedmorteza Mollaei
Marco Castellano
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
232
1
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02 Feb 2024
Rethinking Centered Kernel Alignment in Knowledge Distillation
International Joint Conference on Artificial Intelligence (IJCAI), 2024
Zikai Zhou
Chunjiang Ge
Shitong Shao
Linrui Gong
Shaohui Lin
527
16
0
22 Jan 2024
Weight-Entanglement Meets Gradient-Based Neural Architecture Search
R. Sukthanker
Arjun Krishnakumar
Mahmoud Safari
Katharina Eggensperger
288
6
0
16 Dec 2023
DONNAv2 -- Lightweight Neural Architecture Search for Vision tasks
Sweta Priyadarshi
Tianyu Jiang
Hsin-Pai Cheng
S. Rama Krishna
Viswanath Ganapathy
C. Patel
349
2
0
26 Sep 2023
Computation-efficient Deep Learning for Computer Vision: A Survey
Yulin Wang
Yizeng Han
Chaofei Wang
Shiji Song
Qi Tian
Gao Huang
VLM
359
38
0
27 Aug 2023
DISGO: Automatic End-to-End Evaluation for Scene Text OCR
M. Hwang
Yangyang Shi
Ankit Ramchandani
Guan Pang
Praveen Krishnan
Lucas Kabela
Frank Seide
Samyak Datta
Jing Liu
197
5
0
25 Aug 2023
PLiNIO: A User-Friendly Library of Gradient-based Methods for Complexity-aware DNN Optimization
Forum on Specification and Design Languages (FDL), 2023
Daniele Jahier Pagliari
Matteo Risso
Beatrice Alessandra Motetti
Luca Bompani
331
11
0
18 Jul 2023
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Guihong Li
Duc-Tuong Hoang
Kartikeya Bhardwaj
Ming Lin
Zinan Lin
R. Marculescu
468
47
0
05 Jul 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence
Computer Vision and Pattern Recognition (CVPR), 2023
Y. Fu
Yuecheng Li
Chenghui Li
Jason M. Saragih
Peizhao Zhang
Xiaoliang Dai
Yingyan Lin
3DH
415
8
0
24 Apr 2023
Can GPT-4 Perform Neural Architecture Search?
Mingkai Zheng
Xiu Su
Shan You
Fei Wang
Chao Qian
Chang Xu
Samuel Albanie
ELM
438
91
0
21 Apr 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
220
15
0
17 Mar 2023
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs
IEEE International Conference on Robotics and Automation (ICRA), 2023
Elia Cereda
Luca Crupi
Matteo Risso
Luca Bompani
Luca Benini
Alessandro Giusti
Daniele Jahier Pagliari
Daniele Palossi
199
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Full Stack Optimization of Transformer Inference: a Survey
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Coleman Hooper
Thanakul Wattanawong
Minwoo Kang
Ruohan Yan
...
Qijing Huang
Kurt Keutzer
Michael W. Mahoney
Y. Shao
A. Gholami
MQ
337
162
0
27 Feb 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients
International Conference on Learning Representations (ICLR), 2023
Guihong Li
Yuedong Yang
Kartikeya Bhardwaj
R. Marculescu
610
89
0
26 Jan 2023
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge
IEEE transactions on computers (IEEE Trans. Comput.), 2023
Matteo Risso
Luca Bompani
Francesco Conti
Lorenzo Lamberti
Yukai Chen
Luca Benini
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
309
51
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24 Jan 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
AAML
298
4
0
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
317
32
0
14 Jan 2023
Pruning Compact ConvNets for Efficient Inference
Sayan Ghosh
Karthik Prasad
Xiaoliang Dai
Peizhao Zhang
Bichen Wu
Graham Cormode
Peter Vajda
VLM
235
5
0
11 Jan 2023
Single Cell Training on Architecture Search for Image Denoising
Bokyeung Lee
Kyungdeuk Ko
Jonghwan Hong
Hanseok Ko
226
1
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13 Dec 2022
GraphPNAS: Learning Distribution of Good Neural Architectures via Deep Graph Generative Models
Muchen Li
Jeffrey Liu
Leonid Sigal
Renjie Liao
GNN
155
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28 Nov 2022
RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
Chengpeng Chen
Zichao Guo
Haien Zeng
Pengfei Xiong
Jian Dong
314
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NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators
Aditya Manglik
Minesh Patel
Haiyu Mao
Behzad Salami
Mohammad Sadrosadati
Lois Orosa
O. Mutlu
265
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10 Nov 2022
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Jin Zhang
Feng Zhang
G. Yu
...
Mingyang Qian
Huixin Ma
Yanan Li
Xiaotao Wang
Lei Lei
252
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07 Nov 2022
Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Cheng-Ming Chiang
Hsien-Kai Kuo
Yu-Syuan Xu
...
Kele Xu
Li Liu
Zehua Cheng
Wenyi Lian
W. Lian
SupR
308
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07 Nov 2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Maurizio Denna
Abdelbadie Younes
Ganzorig Gankhuyag
...
Jing Liu
Garas Gendy
Nabil Sabor
J. Hou
Guanghui He
SupR
MQ
240
39
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07 Nov 2022
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