v1v2v3 (latest)

Is Second-order Information Helpful for Large-scale Visual Recognition?

23 March 2017

Papers citing "Is Second-order Information Helpful for Large-scale Visual Recognition?"

50 / 76 papers shown

Title
Conditional Temporal Neural Processes with Covariance Loss Boseon Yoo Jiwoo Lee Janghoon Ju Seijun Chung Soyeon Kim Jaesik Choi 155 15 0 01 Apr 2025
Fast 3D point clouds retrieval for Large-scale 3D Place Recognition Chahine-Nicolas Zede Laurent Carrafa Valérie Gouet-Brunet 3DPC 163 0 0 28 Feb 2025
Classification of Buried Objects from Ground Penetrating Radar Images by using Second Order Deep Learning Models Douba Jafuno A. Mian G. Ginolhac Nickolas Stelzenmuller 61 0 0 20 Sep 2024
Down-Sampling Inter-Layer Adapter for Parameter and Computation Efficient Ultra-Fine-Grained Image Recognition Edwin Arkel Rios Femiloye Oyerinde Min-Chun Hu Bo-Cheng Lai 67 0 0 17 Sep 2024
Analytical Solution of a Three-layer Network with a Matrix Exponential Activation Function Kuo Gai Shihua Zhang FAtt 62 0 0 02 Jul 2024
CSA-Net: Channel-wise Spatially Autocorrelated Attention Networks Nick Nikzad Yongsheng Gao Jun Zhou 59 1 0 09 May 2024
Efficient Higher-order Convolution for Small Kernels in Deep Learning Zuocheng Wen Lingzhong Guo 36 0 0 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 Jianxin Zhang Qiang Zhang VLM 88 1 0 13 Apr 2024
ELA: Efficient Local Attention for Deep Convolutional Neural Networks Wei Xu Yi Wan 85 42 0 02 Mar 2024
Tuning Pre-trained Model via Moment Probing Mingze Gao Qilong Wang Zhenyi Lin Pengfei Zhu Qinghua Hu Jingbo Zhou 74 8 0 21 Jul 2023
Improving Deep Representation Learning via Auxiliary Learnable Target Coding Kang Liu Ke Chen Yaowei Wang Kui Jia 90 1 0 30 May 2023
Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives T. Eerola Daniel Batrakhanov Nastaran Vatankhah Barazandeh K. Kraft Lumi Haraguchi L. Lensu S. Suikkanen Jukka Seppälä T. Tamminen Heikki Kälviäinen 82 12 0 19 May 2023
Learning Partial Correlation based Deep Visual Representation for Image Classification Saimunur Rahman Piotr Koniusz Lei Wang Luping Zhou Peyman Moghadam Changming Sun SSL 100 9 0 23 Apr 2023
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 82 6 0 11 Dec 2022
3DEG: Data-Driven Descriptor Extraction for Global re-localization in subterranean environments Nikolaos Stathoulopoulos A. Koval G. Nikolakopoulos 3DPC 93 10 0 13 Oct 2022
Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Kang Liu Ke Chen Kui Jia 89 28 0 03 Aug 2022
Batch-efficient EigenDecomposition for Small and Medium Matrices Yue Song N. Sebe Wei Wang 85 2 0 09 Jul 2022
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality Yue Song N. Sebe Wei Wang 88 8 0 05 Jul 2022
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition Yue Song N. Sebe Wei Wang 103 35 0 26 May 2022
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning Soumen Basu Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora 64 32 0 25 Apr 2022
Visual Attention Methods in Deep Learning: An In-Depth Survey Mohammed Hassanin Saeed Anwar Ibrahim Radwan Fahad Shahbaz Khan Ajmal Mian 136 166 0 16 Apr 2022
Bi-directional Object-context Prioritization Learning for Saliency Ranking Xin Tian Ke Xu Xin Yang Lin Du Baocai Yin Rynson W. H. Lau 86 25 0 17 Mar 2022
Fast Differentiable Matrix Square Root and Inverse Square Root Yue Song N. Sebe Wei Wang 100 17 0 29 Jan 2022
Fast Differentiable Matrix Square Root Yue Song N. Sebe Wei Wang 93 14 0 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 48 33 0 25 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 137 296 0 11 Nov 2021
Temporal-attentive Covariance Pooling Networks for Video Recognition Zilin Gao Qilong Wang Bingbing Zhang Q. Hu P. Li 107 25 0 27 Oct 2021
Distribution Knowledge Embedding for Graph Pooling Kaixuan Chen Mingli Song Shunyu Liu Na Yu Zunlei Feng Gengshi Han Xiuming Zhang GNN 84 23 0 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 116 85 0 17 Sep 2021
Fair Comparison: Quantifying Variance in Resultsfor Fine-grained Visual Categorization M. Gwilliam Adam Teuscher Connor Anderson Ryan Farrell 52 13 1 07 Sep 2021
Reconciliation of Statistical and Spatial Sparsity For Robust Image and Image-Set Classification Hao Cheng Kim-Hui Yap Bihan Wen 46 0 0 01 Jun 2021
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? Yue Song N. Sebe Wei Wang 107 25 0 06 May 2021
SoT: Delving Deeper into Classification Head for Transformer Jiangtao Xie Rui Zeng Qilong Wang Ziqi Zhou P. Li ViT 86 12 0 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 100 61 0 21 Apr 2021
Adversarial Examples Detection beyond Image Space Kejiang Chen YueFeng Chen Hang Zhou Chuan Qin Xiaofeng Mao Weiming Zhang Nenghai Yu AAML 42 9 0 23 Feb 2021
Kernelized Classification in Deep Networks Sadeep Jayasumana Srikumar Ramalingam Sanjiv Kumar 34 4 0 08 Dec 2020
Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling Kavisha Vidanapathirana Peyman Moghadam Ben Harwood Muming Zhao Sridha Sridharan Clinton Fookes 3DPC 92 81 0 30 Nov 2020
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization Shidong Wang Yi Ren G. Parr Yu Guan Ling Shao 46 19 0 11 Nov 2020
Intelligent Matrix Exponentiation T. Fischbacher Iulia Comsa Krzysztof Potempa Moritz Firsching Luca Versari J. Alakuijala 23 2 0 10 Aug 2020
SOFA-Net: Second-Order and First-order Attention Network for Crowd Counting Haoran Duan Shidong Wang Yu Guan EgoV 116 15 0 09 Aug 2020
Facing the Hard Problems in FGVC Connor Anderson M. Gwilliam Adam Teuscher Andrew Merrill Ryan Farrell 39 5 1 23 Jun 2020
Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification Prateek Shroff Tianlong Chen Yunchao Wei Zhangyang Wang 36 12 0 22 May 2020
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification Shidong Wang Yu Guan Ling Shao 68 99 0 09 Apr 2020
Multi-Objective Matrix Normalization for Fine-grained Visual Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 89 70 0 30 Mar 2020
What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective Qilong Wang Li Zhang Banggu Wu Dongwei Ren P. Li W. Zuo Q. Hu 75 21 0 25 Mar 2020
Fine-grained Species Recognition with Privileged Pooling: Better Sample Efficiency Through Supervised Attention Andrés C. Rodríguez Stefano Dáronco Konrad Schindler Jan Dirk Wegner 32 4 0 20 Mar 2020
W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping Ruofan Zhou Majed El Helou D. Sage T. Laroche A. Seitz Sabine Süsstrunk 50 9 0 12 Mar 2020
High-Order Paired-ASPP Networks for Semantic Segmenation Yu Zhang Xin Sun Junyu Dong Changrui Chen Yue Shen 121 2 0 18 Feb 2020
HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Chao Chen Zhihang Fu Zhihong Chen Sheng Jin Zhaowei Cheng Xinyu Jin Xiansheng Hua 87 203 0 27 Dec 2019
Learning Deep Bilinear Transformation for Fine-grained Image Representation Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 89 150 0 09 Nov 2019