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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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Papers citing
"FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions"
50 / 157 papers shown
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search
Slawomir Kierat
Mateusz Sieniawski
Denys Fridman
Chendi Yu
Szymon Migacz
Pawel M. Morkisz
A. Fit-Florea
3DPC
187
0
0
23 Sep 2022
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks
ACM Transactions on Embedded Computing Systems (TECS), 2022
Francesco Daghero
Luca Bompani
Chen Xie
Marco Castellano
Luca Gandolfi
A. Calimera
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
BDL
HAI
117
33
0
02 Sep 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey
Dalin Zhang
Kaixuan Chen
Yan Zhao
B. Yang
Li-Ping Yao
Christian S. Jensen
261
5
0
22 Aug 2022
Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Jun Yuan
Mengchen Liu
Fengyuan Tian
Shixia Liu
189
13
0
20 Aug 2022
Differentiable Architecture Search with Random Features
Computer Vision and Pattern Recognition (CVPR), 2022
Xuanyang Zhang
Yonggang Li
Xinming Zhang
Yongtao Wang
Jian Sun
261
15
0
18 Aug 2022
Restructurable Activation Networks
Kartikeya Bhardwaj
James Ward
Caleb Tung
Dibakar Gope
Lingchuan Meng
Igor Fedorov
A. Chalfin
P. Whatmough
Danny Loh
246
6
0
17 Aug 2022
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2022
Zhichao Lu
Ran Cheng
Shihua Huang
Haotong Zhang
Changxiao Qiu
Fan Yang
SSeg
208
27
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14 Aug 2022
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation
International Journal of Computer Vision (IJCV), 2022
Peng Ye
Baopu Li
Tao Chen
Jiayuan Fan
Zhen Mei
Chen-Fu Lin
Chongyan Zuo
Qinghua Chi
Wanli Ouyan
3DV
158
12
0
10 Aug 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
European Conference on Computer Vision (ECCV), 2022
Yushu Wu
Yifan Gong
Pu Zhao
Yanyu Li
Zheng Zhan
Wei Niu
Hao Tang
Minghai Qin
Bin Ren
Yanzhi Wang
SupR
MQ
194
33
0
25 Jul 2022
Towards Lightweight Super-Resolution with Dual Regression Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yong Guo
Zhuliang Yu
Zeshuai Deng
Jingdong Wang
Qi Chen
Jingyun Liang
Yanwu Xu
Jian Chen
SupR
284
13
0
16 Jul 2022
ScaleNet: Searching for the Model to Scale
European Conference on Computer Vision (ECCV), 2022
Jiyang Xie
Xiu Su
Shan You
Zhanyu Ma
Fei Wang
Chao Qian
199
5
0
15 Jul 2022
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes
International Green and Sustainable Computing Conference (GSC), 2022
Matteo Risso
Luca Bompani
Luca Benini
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
MQ
190
14
0
17 Jun 2022
Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters
International Conference on Pattern Recognition (ICPR), 2022
Harim Jung
Myeong-Seok Oh
Cheoljong Yang
Seong-Whan Lee
ObjD
182
0
0
17 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Shanghua Gao
Zhong-Yu Li
Qi Han
Ming-Ming Cheng
Liang Wang
288
41
0
14 Jun 2022
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks
International Symposium on Low Power Electronics and Design (ISLPED), 2022
Matteo Risso
Luca Bompani
Luca Benini
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
236
3
0
01 Jun 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks
International Conference on Machine Learning (ICML), 2022
Haoran You
Baopu Li
Huihong Shi
Y. Fu
Yingyan Lin
353
19
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17 May 2022
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices
Saeejith Nair
Saad Abbasi
Alexander Wong
M. Shafiee
192
12
0
27 Apr 2022
GPUNet: Searching the Deployable Convolution Neural Networks for GPUs
Computer Vision and Pattern Recognition (CVPR), 2022
Linnan Wang
Chenhan D. Yu
Satish Salian
Slawomir Kierat
Szymon Migacz
A. Fit-Florea
130
12
0
26 Apr 2022
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy
Neural Processing Letters (NPL), 2022
Xinyi Yu
Xiaowei Wang
Jintao Rong
Mingyang Zhang
Linlin Ou
165
2
0
13 Apr 2022
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
167
5
0
11 Apr 2022
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks
Design Automation Conference (DAC), 2021
Matteo Risso
Luca Bompani
Daniele Jahier Pagliari
Francesco Conti
Lorenzo Lamberti
Enrico Macii
Luca Benini
Massimo Poncino
97
10
0
28 Mar 2022
Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices
IEEE Transactions on Biomedical Circuits and Systems (TBioCAS), 2021
Luca Bompani
Daniele Jahier Pagliari
Matteo Risso
Simone Benatti
Enrico Macii
Luca Benini
Massimo Poncino
113
52
0
24 Mar 2022
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search
European Conference on Computer Vision (ECCV), 2022
A. C. Yüzügüler
Nikolaos Dimitriadis
P. Frossard
149
3
0
23 Mar 2022
EAutoDet: Efficient Architecture Search for Object Detection
European Conference on Computer Vision (ECCV), 2022
Xiaoxing Wang
Jiale Lin
Junchi Yan
Juanping Zhao
Yunbo Wang
237
25
0
21 Mar 2022
Structured Pruning is All You Need for Pruning CNNs at Initialization
Yaohui Cai
Weizhe Hua
Hongzheng Chen
G. E. Suh
Christopher De Sa
Zhiru Zhang
CVBM
246
18
0
04 Mar 2022
WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor
Ke Lin
A. Yong
Zhuoxin Gan
Yingying Jiang
150
0
0
04 Mar 2022
Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search
IEEE Internet of Things Journal (IEEE IoT J.), 2022
Chunhui Zhang
Xiaoming Yuan
Qianyun Zhang
Guangxu Zhu
Lei Cheng
Ning Zhang
FedML
OOD
179
19
0
23 Feb 2022
When, where, and how to add new neurons to ANNs
Kaitlin Maile
Emmanuel Rachelson
H. Luga
Dennis G. Wilson
161
18
0
17 Feb 2022
Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast Deployment
Future generations computer systems (FGCS), 2022
Jemin Lee
Misun Yu
Yongin Kwon
Teaho Kim
MQ
154
20
0
10 Feb 2022
UDC: Unified DNAS for Compressible TinyML Models
Neural Information Processing Systems (NeurIPS), 2022
Igor Fedorov
Ramon Matas
Hokchhay Tann
Chu Zhou
Matthew Mattina
P. Whatmough
AI4CE
278
16
0
15 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations
International Journal of Computer Vision (IJCV), 2022
Kai Han
Yunhe Wang
Chang Xu
Jianyuan Guo
Chunjing Xu
Enhua Wu
Qi Tian
204
135
0
10 Jan 2022
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation
Bichen Wu
Rui Cheng
Peizhao Zhang
Tianren Gao
Peter Vajda
Joseph E. Gonzalez
VLM
294
54
0
17 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End
Xuanyi Dong
D. Kedziora
Katarzyna Musial
Bogdan Gabrys
400
30
0
16 Dec 2021
MAPLE: Microprocessor A Priori for Latency Estimation
Saad Abbasi
Alexander Wong
M. Shafiee
157
13
0
30 Nov 2021
EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search
Qian Jiang
Xiaofan Zhang
Deming Chen
Minh Do
Raymond A. Yeh
141
8
0
24 Nov 2021
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run
Bichen Wu
Chaojian Li
Hang Zhang
Xiaoliang Dai
Peizhao Zhang
Matthew Yu
Jialiang Wang
Yingyan Lin
Peter Vajda
ViT
544
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19 Nov 2021
RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms
ACM Journal on Emerging Technologies in Computing Systems (JETC), 2021
Yongan Zhang
Anton Banta
Yonggan Fu
M. John
A. Post
M. Razavi
Joseph R. Cavallaro
B. Aazhang
Yingyan Lin
141
4
0
04 Nov 2021
A Novel Sleep Stage Classification Using CNN Generated by an Efficient Neural Architecture Search with a New Data Processing Trick
Yu Xue
Ziming Yuan
A. Słowik
196
0
0
27 Oct 2021
Differentiable NAS Framework and Application to Ads CTR Prediction
Ravi Krishna
Aravind Kalaiah
Bichen Wu
Maxim Naumov
Dheevatsa Mudigere
M. Smelyanskiy
Kurt Keutzer
168
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0
25 Oct 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning
Iris A. M. Huijben
W. Kool
Max B. Paulus
Ruud J. G. van Sloun
336
127
0
04 Oct 2021
GhostShiftAddNet: More Features from Energy-Efficient Operations
Jia Bi
Jonathon S. Hare
G. Merrett
183
0
0
20 Sep 2021
Learning Versatile Convolution Filters for Efficient Visual Recognition
Kai Han
Yunhe Wang
Chang Xu
Chunjing Xu
Enhua Wu
Dacheng Tao
132
8
0
20 Sep 2021
G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency
Yongan Zhang
Haoran You
Yonggan Fu
Tong Geng
Ang Li
Yingyan Lin
GNN
170
32
0
18 Sep 2021
Searching for Efficient Multi-Stage Vision Transformers
Yi-Lun Liao
S. Karaman
Vivienne Sze
ViT
113
19
0
01 Sep 2021
Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift
IEEE International Conference on Computer Vision (ICCV), 2021
Jiefeng Peng
Jiqi Zhang
Changlin Li
Guangrun Wang
Xiaodan Liang
Liang Lin
AAML
OOD
131
20
0
22 Aug 2021
BN-NAS: Neural Architecture Search with Batch Normalization
Boyu Chen
Peixia Li
Baopu Li
Chen Lin
Chuming Li
Ming Sun
Junjie Yan
Wanli Ouyang
186
35
0
16 Aug 2021
CONet: Channel Optimization for Convolutional Neural Networks
Mahdi S. Hosseini
Jing Zhang
Zhe Liu
André Fu
Jingxuan Su
Mathieu Tuli
Sepehr Hosseini
Arsh Kadakia
Haoran Wang
Konstantinos N. Plataniotis
110
5
0
15 Aug 2021
FOX-NAS: Fast, On-device and Explainable Neural Architecture Search
Chia-Hsiang Liu
Yu-Shin Han
Yuan-Yao Sung
Yi Lee
Hung-Yueh Chiang
Kai-Chiang Wu
93
14
0
14 Aug 2021
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search
Engineering applications of artificial intelligence (EAAI), 2021
C. Termritthikun
Yeshi Jamtsho
Jirarat Ieamsaard
P. Muneesawang
Ivan Lee
94
60
0
13 Aug 2021
PSViT: Better Vision Transformer via Token Pooling and Attention Sharing
Boyu Chen
Peixia Li
Baopu Li
Chuming Li
Mengwei He
Chen Lin
Ming Sun
Junjie Yan
Wanli Ouyang
ViT
210
37
0
07 Aug 2021
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