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Is Second-order Information Helpful for Large-scale Visual Recognition?
23 March 2017
P. Li
Jiangtao Xie
Qilong Wang
W. Zuo
FAtt
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Papers citing
"Is Second-order Information Helpful for Large-scale Visual Recognition?"
50 / 77 papers shown
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Conditional Temporal Neural Processes with Covariance Loss
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Jiwoo Lee
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Jaesik Choi
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Fast 3D point clouds retrieval for Large-scale 3D Place Recognition
Chahine-Nicolas Zede
Laurent Carrafa
Valérie Gouet-Brunet
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28 Feb 2025
Classification of Buried Objects from Ground Penetrating Radar Images by using Second Order Deep Learning Models
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Douba Jafuno
A. Mian
G. Ginolhac
Nickolas Stelzenmuller
286
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20 Sep 2024
Down-Sampling Inter-Layer Adapter for Parameter and Computation Efficient Ultra-Fine-Grained Image Recognition
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Analytical Solution of a Three-layer Network with a Matrix Exponential Activation Function
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Shihua Zhang
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CSA-Net: Channel-wise Spatially Autocorrelated Attention Networks
Nick Nikzad
Yongsheng Gao
Jun Zhou
272
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09 May 2024
Efficient Higher-order Convolution for Small Kernels in Deep Learning
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Lingzhong Guo
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25 Apr 2024
PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification
Zhenwei Wang
Qiule Sun
Bingbing Zhang
Pengfei Wang
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VLM
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13 Apr 2024
ELA: Efficient Local Attention for Deep Convolutional Neural Networks
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Yi Wan
253
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02 Mar 2024
Tuning Pre-trained Model via Moment Probing
IEEE International Conference on Computer Vision (ICCV), 2023
Mingze Gao
Qilong Wang
Zhenyi Lin
Q. Hu
Qinghua Hu
Jingbo Zhou
392
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21 Jul 2023
Improving Deep Representation Learning via Auxiliary Learnable Target Coding
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Yaowei Wang
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Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives
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Daniel Batrakhanov
Nastaran Vatankhah Barazandeh
K. Kraft
Lumi Haraguchi
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Jukka Seppälä
T. Tamminen
Heikki Kälviäinen
246
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19 May 2023
Learning Partial Correlation based Deep Visual Representation for Image Classification
Computer Vision and Pattern Recognition (CVPR), 2023
Saimunur Rahman
Piotr Koniusz
Lei Wang
Luping Zhou
Peyman Moghadam
Changming Sun
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330
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23 Apr 2023
Orthogonal SVD Covariance Conditioning and Latent Disentanglement
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yue Song
Andrii Zadaianchuk
Wei Wang
213
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11 Dec 2022
3DEG: Data-Driven Descriptor Extraction for Global re-localization in subterranean environments
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Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization
IEEE Transactions on Image Processing (IEEE TIP), 2022
Kang Liu
Ke Chen
Kui Jia
235
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03 Aug 2022
Batch-efficient EigenDecomposition for Small and Medium Matrices
European Conference on Computer Vision (ECCV), 2022
Yue Song
Andrii Zadaianchuk
Wei Wang
297
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09 Jul 2022
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality
European Conference on Computer Vision (ECCV), 2022
Yue Song
Andrii Zadaianchuk
Wei Wang
325
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05 Jul 2022
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yue Song
Andrii Zadaianchuk
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267
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26 May 2022
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning
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Soumen Basu
Mayank Gupta
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Pankaj Gupta
Chetan Arora
235
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25 Apr 2022
Visual Attention Methods in Deep Learning: An In-Depth Survey
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Mohammed Hassanin
Saeed Anwar
Ibrahim Radwan
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Lin Wang
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16 Apr 2022
Bi-directional Object-context Prioritization Learning for Saliency Ranking
Computer Vision and Pattern Recognition (CVPR), 2022
Xin Tian
Ke Xu
Xin Yang
Lin Du
Baocai Yin
Rynson W. H. Lau
206
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17 Mar 2022
Fast Differentiable Matrix Square Root and Inverse Square Root
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yue Song
Andrii Zadaianchuk
Wei Wang
354
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29 Jan 2022
Fast Differentiable Matrix Square Root
International Conference on Learning Representations (ICLR), 2022
Yue Song
Andrii Zadaianchuk
Wei Wang
264
18
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21 Jan 2022
GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition
X. Nguyen
3DH
245
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25 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Xiu-Shen Wei
Yi-Zhe Song
Oisin Mac Aodha
Jianxin Wu
Yuxin Peng
Jinhui Tang
Zhiqiang Wang
Serge Belongie
326
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11 Nov 2021
Temporal-attentive Covariance Pooling Networks for Video Recognition
Zilin Gao
Qilong Wang
Bingbing Zhang
Q. Hu
P. Li
406
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27 Oct 2021
Distribution Knowledge Embedding for Graph Pooling
Kaixuan Chen
Mingli Song
Shunyu Liu
Na Yu
Zunlei Feng
Gengshi Han
Xiuming Zhang
GNN
342
27
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29 Sep 2021
LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place Recognition
Kavisha Vidanapathirana
Milad Ramezani
Peyman Moghadam
Sridha Sridharan
Clinton Fookes
3DPC
3DV
412
130
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17 Sep 2021
Fair Comparison: Quantifying Variance in Resultsfor Fine-grained Visual Categorization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
M. Gwilliam
Adam Teuscher
Connor Anderson
Ryan Farrell
204
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07 Sep 2021
Reconciliation of Statistical and Spatial Sparsity For Robust Image and Image-Set Classification
Hao Cheng
Kim-Hui Yap
Bihan Wen
167
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01 Jun 2021
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?
IEEE International Conference on Computer Vision (ICCV), 2021
Yue Song
Andrii Zadaianchuk
Wei Wang
319
37
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06 May 2021
SoT: Delving Deeper into Classification Head for Transformer
Jiangtao Xie
Rui Zeng
Qilong Wang
Ziqi Zhou
P. Li
ViT
287
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22 Apr 2021
A Two-Stage Attentive Network for Single Image Super-Resolution
Jiqing Zhang
Chengjiang Long
Yuxin Wang
Haiyin Piao
Haiyang Mei
Xin Yang
Baocai Yin
SupR
270
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21 Apr 2021
Adversarial Examples Detection beyond Image Space
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Kejiang Chen
YueFeng Chen
Hang Zhou
Chuan Qin
Xiaofeng Mao
Weiming Zhang
Nenghai Yu
AAML
139
14
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23 Feb 2021
Kernelized Classification in Deep Networks
Sadeep Jayasumana
Srikumar Ramalingam
Sanjiv Kumar
176
4
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08 Dec 2020
Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling
IEEE International Conference on Robotics and Automation (ICRA), 2020
Kavisha Vidanapathirana
Peyman Moghadam
Ben Harwood
Muming Zhao
Sridha Sridharan
Clinton Fookes
3DPC
401
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30 Nov 2020
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization
Shidong Wang
Yi Ren
G. Parr
Yu Guan
Ling Shao
167
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Intelligent Matrix Exponentiation
T. Fischbacher
Iulia Comsa
Krzysztof Potempa
Moritz Firsching
Luca Versari
J. Alakuijala
186
2
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10 Aug 2020
SOFA-Net: Second-Order and First-order Attention Network for Crowd Counting
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Haoran Duan
Shidong Wang
Yu Guan
EgoV
260
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Connor Anderson
M. Gwilliam
Adam Teuscher
Andrew Merrill
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Prateek Shroff
Tianlong Chen
Yunchao Wei
Zinan Lin
145
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Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification
IEEE Transactions on Image Processing (TIP), 2020
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Yu Guan
Ling Shao
190
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Multi-Objective Matrix Normalization for Fine-grained Visual Recognition
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Shaobo Min
Hantao Yao
Hongtao Xie
Zhengjun Zha
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182
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What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective
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Li Zhang
Banggu Wu
Dongwei Ren
P. Li
W. Zuo
Q. Hu
181
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25 Mar 2020
Fine-grained Species Recognition with Privileged Pooling: Better Sample Efficiency Through Supervised Attention
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Andrés C. Rodríguez
Stefano Dáronco
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Jan Dirk Wegner
287
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W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping
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Majed El Helou
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202
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12 Mar 2020
High-Order Paired-ASPP Networks for Semantic Segmenation
Yu Zhang
Changrui Chen
Junyu Dong
Xin Sun
Yue Shen
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HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2019
Chao Chen
Zhihang Fu
Zhihong Chen
Sheng Jin
Zhaowei Cheng
Xinyu Jin
Xiansheng Hua
322
251
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27 Dec 2019
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