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2503.23709
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Expanding-and-Shrinking Binary Neural Networks
31 March 2025
Xulong Shi
Caiyi Sun
Zhi Qi
Liu Hao
Xiaodong Yang
MQ
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Papers citing
"Expanding-and-Shrinking Binary Neural Networks"
42 / 42 papers shown
Binarized Diffusion Model for Image Super-Resolution
Neural Information Processing Systems (NeurIPS), 2024
Zheng Chen
Haotong Qin
Yong Guo
Xiongfei Su
Xin Yuan
Linghe Kong
Yulun Zhang
DiffM
261
15
0
09 Jun 2024
QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction
Ishak Ayad
Nicolas Larue
Mai K. Nguyen
347
9
0
28 Feb 2024
HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding
Computer Vision and Pattern Recognition (CVPR), 2023
Trong-Thuan Nguyen
Pha Nguyen
Khoa Luu
494
28
0
05 Dec 2023
Neural Parametric Gaussians for Monocular Non-Rigid Object Reconstruction
Computer Vision and Pattern Recognition (CVPR), 2023
Devikalyan Das
Christopher Wewer
Raza Yunus
Eddy Ilg
J. E. Lenssen
557
57
0
02 Dec 2023
Grow Your Limits: Continuous Improvement with Real-World RL for Robotic Locomotion
IEEE International Conference on Robotics and Automation (ICRA), 2023
Laura M. Smith
Yunhao Cao
Sergey Levine
OffRL
197
32
0
26 Oct 2023
DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation
IEEE International Conference on Computer Vision (ICCV), 2023
Zeyu Wang
Dingwen Li
Chenxu Luo
Cihang Xie
Xiaodong Yang
304
54
0
26 Sep 2023
GEDepth: Ground Embedding for Monocular Depth Estimation
IEEE International Conference on Computer Vision (ICCV), 2023
Xiaodong Yang
Zhuang Ma
Zhiyu Ji
Zhe Ren
MDE
292
38
0
18 Sep 2023
Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training
IEEE International Conference on Computer Vision (ICCV), 2023
Xiao-Ming Wu
Dian Zheng
Zuhao Liu
Weishi Zheng
MQ
329
26
0
13 Aug 2023
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models
Phuoc-Hoan Charles Le
Xinlin Li
ViT
MQ
253
32
0
29 Jun 2023
Transcendental Idealism of Planner: Evaluating Perception from Planning Perspective for Autonomous Driving
International Conference on Machine Learning (ICML), 2023
Wei-Xin Li
Xiaodong Yang
244
10
0
12 Jun 2023
Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket
Nianhui Guo
Joseph Bethge
Christoph Meinel
Haojin Yang
MQ
433
23
0
23 Nov 2022
Basic Binary Convolution Unit for Binarized Image Restoration Network
International Conference on Learning Representations (ICLR), 2022
Bin Xia
Yulun Zhang
Yitong Wang
Yapeng Tian
Wenming Yang
Radu Timofte
Luc Van Gool
MQ
230
30
0
02 Oct 2022
AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets
European Conference on Computer Vision (ECCV), 2022
Zhaopeng Tu
Xinghao Chen
Pengju Ren
Yunhe Wang
MQ
313
77
0
17 Aug 2022
Revisiting Random Channel Pruning for Neural Network Compression
Computer Vision and Pattern Recognition (CVPR), 2022
Yawei Li
Kamil Adamczewski
Wen Li
Shuhang Gu
Radu Timofte
Luc Van Gool
235
108
0
11 May 2022
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold
IEEE International Conference on Computer Vision (ICCV), 2022
Chang-Ho Lee
Hyungjun Kim
Eunhyeok Park
Jae-Joon Kim
MQ
246
15
0
15 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models
Computer Vision and Pattern Recognition (CVPR), 2021
Robin Rombach
A. Blattmann
Dominik Lorenz
Patrick Esser
Bjorn Ommer
DiffM
3.1K
21,434
0
20 Dec 2021
Focal and Global Knowledge Distillation for Detectors
Zhendong Yang
Zhe Li
Xiaohu Jiang
Yuan Gong
Zehuan Yuan
Danpei Zhao
Chun Yuan
FedML
ObjD
319
334
0
23 Nov 2021
How Do Adam and Training Strategies Help BNNs Optimization?
International Conference on Machine Learning (ICML), 2021
Zechun Liu
Zhiqiang Shen
Shichao Li
K. Helwegen
Dong Huang
Kwang-Ting Cheng
ODL
MQ
282
98
0
21 Jun 2021
ReCU: Reviving the Dead Weights in Binary Neural Networks
IEEE International Conference on Computer Vision (ICCV), 2021
Zihan Xu
Mingbao Lin
Jianzhuang Liu
Jie Chen
Ling Shao
Yue Gao
Yonghong Tian
Rongrong Ji
MQ
247
97
0
23 Mar 2021
SiMaN: Sign-to-Magnitude Network Binarization
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Mingbao Lin
Rongrong Ji
Zi-Han Xu
Baochang Zhang
Jiayi Ji
Chia-Wen Lin
Ling Shao
AAML
MQ
292
32
0
16 Feb 2021
Rotated Binary Neural Network
Neural Information Processing Systems (NeurIPS), 2020
Mingbao Lin
Rongrong Ji
Zi-Han Xu
Baochang Zhang
Yan Wang
Yongjian Wu
Feiyue Huang
Chia-Wen Lin
MQ
306
152
0
28 Sep 2020
Denoising Diffusion Probabilistic Models
Jonathan Ho
Ajay Jain
Pieter Abbeel
DiffM
5.2K
26,538
0
19 Jun 2020
Training Binary Neural Networks with Real-to-Binary Convolutions
International Conference on Learning Representations (ICLR), 2020
Brais Martínez
Jing Yang
Adrian Bulat
Georgios Tzimiropoulos
MQ
316
247
0
25 Mar 2020
BiDet: An Efficient Binarized Object Detector
Computer Vision and Pattern Recognition (CVPR), 2020
Ziwei Wang
Ziyi Wu
Jiwen Lu
Jie Zhou
MQ
219
74
0
09 Mar 2020
ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions
European Conference on Computer Vision (ECCV), 2020
Zechun Liu
Zhiqiang Shen
Marios Savvides
Kwang-Ting Cheng
MQ
610
403
0
07 Mar 2020
XNOR-Net++: Improved Binary Neural Networks
British Machine Vision Conference (BMVC), 2019
Adrian Bulat
Georgios Tzimiropoulos
MQ
232
219
0
30 Sep 2019
Forward and Backward Information Retention for Accurate Binary Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2019
Haotong Qin
Yazhe Niu
Xianglong Liu
Mingzhu Shen
Ziran Wei
F. Yu
Jingkuan Song
MQ
409
372
0
24 Sep 2019
Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks
IEEE International Conference on Computer Vision (ICCV), 2019
Yazhe Niu
Xianglong Liu
Shenghu Jiang
Tian-Hao Li
Peng Hu
Jiazhen Lin
F. Yu
Junjie Yan
MQ
274
517
0
14 Aug 2019
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
Zechun Liu
Haoyuan Mu
Xiangyu Zhang
Zichao Guo
Xin Yang
K. Cheng
Jian Sun
351
617
0
25 Mar 2019
Learned Step Size Quantization
S. K. Esser
J. McKinstry
Deepika Bablani
R. Appuswamy
D. Modha
MQ
742
971
0
21 Feb 2019
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2018
Bohan Zhuang
Chunhua Shen
Zhuliang Yu
Lingqiao Liu
Ian Reid
MQ
212
162
0
22 Nov 2018
Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm
Zechun Liu
Baoyuan Wu
Tong Lu
Xin Yang
Wen Liu
K. Cheng
MQ
575
621
0
01 Aug 2018
DARTS: Differentiable Architecture Search
Hanxiao Liu
Karen Simonyan
Yiming Yang
847
4,760
0
24 Jun 2018
Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?
Shilin Zhu
Xin Dong
Hao Su
MQ
309
145
0
20 Jun 2018
Learning Efficient Convolutional Networks through Network Slimming
Zhuang Liu
Jianguo Li
Zhiqiang Shen
Gao Huang
Shoumeng Yan
Changshui Zhang
499
2,673
0
22 Aug 2017
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
Xiangyu Zhang
Xinyu Zhou
Mengxiao Lin
Jian Sun
AI4TS
914
8,013
0
04 Jul 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard
Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
Tobias Weyand
M. Andreetto
Hartwig Adam
3DH
1.4K
23,847
0
17 Apr 2017
DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients
Shuchang Zhou
Yuxin Wu
Zekun Ni
Xinyu Zhou
He Wen
Yuheng Zou
MQ
691
2,200
0
20 Jun 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks
Mohammad Rastegari
Vicente Ordonez
Joseph Redmon
Ali Farhadi
MQ
695
4,609
0
16 Mar 2016
Sketch-based Manga Retrieval using Manga109 Dataset
Yusuke Matsui
Kota Ito
Yuji Aramaki
T. Yamasaki
Kiyoharu Aizawa
226
1,356
0
15 Oct 2015
Distilling the Knowledge in a Neural Network
Geoffrey E. Hinton
Oriol Vinyals
J. Dean
FedML
801
22,686
0
09 Mar 2015
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision (IJCV), 2014
Olga Russakovsky
Gaowen Liu
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
3.5K
41,721
0
01 Sep 2014
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