Improved Bilinear Pooling with CNNs

21 July 2017

Papers citing "Improved Bilinear Pooling with CNNs"

50 / 72 papers shown

Title
Conditional Temporal Neural Processes with Covariance Loss Boseon Yoo Jiwoo Lee Janghoon Ju Seijun Chung Soyeon Kim Jaesik Choi 152 15 0 01 Apr 2025
Enhancing Martian Terrain Recognition with Deep Constrained Clustering Tejas Panambur M. Parente 70 0 0 22 Mar 2025
Tuning Pre-trained Model via Moment Probing Mingze Gao Qilong Wang Zhenyi Lin Pengfei Zhu Qinghua Hu Jingbo Zhou 67 8 0 21 Jul 2023
Learning Partial Correlation based Deep Visual Representation for Image Classification Saimunur Rahman Piotr Koniusz Lei Wang Luping Zhou Peyman Moghadam Changming Sun SSL 94 9 0 23 Apr 2023
Kernel function impact on convolutional neural networks M. Amine Mahmoudi A. Chetouani Fatma Boufera Hedi Tabia FAtt 55 4 0 20 Feb 2023
$LOT: Layer-wise Orthogonal Training on Improving $\ell_2$ Certified Robustness$ LOT: Layer-wise Orthogonal Training on Improving $\ell_2$ Certified Robustness Xiaojun Xu Linyi Li Yue Liu OOD AAML 91 34 0 20 Oct 2022
Fine-grained Activities of People Worldwide J. Byrne Greg Castañón Zhongheng Li G. Ettinger 74 3 0 11 Jul 2022
Batch-efficient EigenDecomposition for Small and Medium Matrices Yue Song N. Sebe Wei Wang 85 2 0 09 Jul 2022
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition Yue Song N. Sebe Wei Wang 103 34 0 26 May 2022
Fine-Grained Visual Classification using Self Assessment Classifier Tuong Khanh Long Do Huy Tran Erman Tjiputra Quang-Dieu Tran Anh Nguyen 121 14 0 21 May 2022
Self-Supervised Learning to Guide Scientifically Relevant Categorization of Martian Terrain Images Tejas Panambur Deep Chakraborty Melissa J Meyer R. Milliken Erik Learned-Miller M. Parente 15 15 0 21 Apr 2022
Fast Differentiable Matrix Square Root and Inverse Square Root Yue Song N. Sebe Wei Wang 98 16 0 29 Jan 2022
Fast Differentiable Matrix Square Root Yue Song N. Sebe Wei Wang 88 14 0 21 Jan 2022
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 137 294 0 11 Nov 2021
Fine-Grained Adversarial Semi-supervised Learning Daniele Mugnai F. Pernici F. Turchini A. Bimbo 86 8 0 12 Oct 2021
High-order Tensor Pooling with Attention for Action Recognition Lei Wang Ke Sun Piotr Koniusz 96 15 0 11 Oct 2021
A Compositional Feature Embedding and Similarity Metric for Ultra-Fine-Grained Visual Categorization Yajie Sun Miaohua Zhang Xiaohan Yu Yi Liao Yongsheng Gao 48 5 0 25 Sep 2021
A Novel Structured Natural Gradient Descent for Deep Learning Weihua Liu Xiabi Liu ODL 38 0 0 21 Sep 2021
Feature Correlation Aggregation: on the Path to Better Graph Neural Networks Jieming Zhou Tong Zhang Pengfei Fang L. Petersson Mehrtash Harandi GNN 106 1 0 20 Sep 2021
Mask-Guided Feature Extraction and Augmentation for Ultra-Fine-Grained Visual Categorization Zicheng Pan Xiaohan Yu Miaohua Zhang Yongsheng Gao 50 5 0 16 Sep 2021
Learning a Discriminant Latent Space with Neural Discriminant Analysis Mai Lan Ha Gianni Franchi Emanuel Aldea V. Blanz 95 1 0 13 Jul 2021
Feature Fusion Vision Transformer for Fine-Grained Visual Categorization Jun Wang Xiaohan Yu Yongsheng Gao ViT 96 109 0 06 Jul 2021
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? Yue Song N. Sebe Wei Wang 98 25 0 06 May 2021
SoT: Delving Deeper into Classification Head for Transformer Jiangtao Xie Rui Zeng Qilong Wang Ziqi Zhou P. Li ViT 83 12 0 22 Apr 2021
Tensor Representations for Action Recognition Piotr Koniusz Lei Wang A. Cherian 123 70 0 28 Dec 2020
Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification Piotr Koniusz Hongguang Zhang 91 56 0 27 Dec 2020
LQF: Linear Quadratic Fine-Tuning Alessandro Achille Aditya Golatkar Avinash Ravichandran M. Polito Stefano Soatto 117 27 0 21 Dec 2020
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization Shidong Wang Yi Ren G. Parr Yu Guan Ling Shao 33 19 0 11 Nov 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 53 1 0 19 Oct 2020
Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization Ashiq Imran V. Athitsos 61 14 0 06 Oct 2020
Intelligent Matrix Exponentiation T. Fischbacher Iulia Comsa Krzysztof Potempa Moritz Firsching Luca Versari J. Alakuijala 23 2 0 10 Aug 2020
Salvage Reusable Samples from Noisy Data for Robust Learning Zeren Sun Xiansheng Hua Yazhou Yao Xiu-Shen Wei Guosheng Hu Jian Zhang NoLa 116 41 0 06 Aug 2020
Approximated Bilinear Modules for Temporal Modeling Xinqi Zhu Chang Xu Langwen Hui Cewu Lu Dacheng Tao 67 24 0 25 Jul 2020
Facing the Hard Problems in FGVC Connor Anderson M. Gwilliam Adam Teuscher Andrew Merrill Ryan Farrell 36 5 1 23 Jun 2020
A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection N. Bayramoglu M. Nieminen S. Saarakkala MedIm 26 7 0 24 May 2020
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification Shidong Wang Yu Guan Ling Shao 68 99 0 09 Apr 2020
Controllable Orthogonalization in Training DNNs Lei Huang Li Liu Fan Zhu Diwen Wan Zehuan Yuan Bo Li Ling Shao 78 44 0 02 Apr 2020
Multi-Objective Matrix Normalization for Fine-grained Visual Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 80 69 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
Wasserstein-based Graph Alignment Hermina Petric Maretic Mireille El Gheche Matthias Minder Giovanni Chierchia P. Frossard OT 53 23 0 12 Mar 2020
DAF-NET: a saliency based weakly supervised method of dual attention fusion for fine-grained image classification Zichao Dong Jilong Wu Tingting Ren Yue Wang Meng-meng Ge 40 2 0 04 Jan 2020
Patchy Image Structure Classification Using Multi-Orientation Region Transform Xiaohan Yu Yang Zhao Yongsheng Gao Shengwu Xiong Xiaohui Yuan 37 40 0 02 Dec 2019
On the Impact of Object and Sub-component Level Segmentation Strategies for Supervised Anomaly Detection within X-ray Security Imagery Neelanjan Bhowmik Yona Falinie A. Gaus S. Akçay Jack W. Barker T. Breckon 60 23 0 19 Nov 2019
Learning Deep Bilinear Transformation for Fine-grained Image Representation Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 87 150 0 09 Nov 2019
ACE: Adaptive Confusion Energy for Natural World Data Distribution Yen-Chi Hsu Cheng-Yao Hong Ding-Jie Chen Ming-Sui Lee D. Geiger Tyng-Luh Liu 21 4 0 28 Oct 2019
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization Ruyi Ji Longyin Wen Libo Zhang Dawei Du Ynajun Wu Chen Zhao Xianglong Liu Feiyue Huang 67 165 0 25 Sep 2019
REAPS: Towards Better Recognition of Fine-grained Images by Region Attending and Part Sequencing Peng Zhang Xinyu Zhu Zhanzhan Cheng Shuigeng Zhou Yi Niu 99 1 0 06 Aug 2019
DeepSquare: Boosting the Learning Power of Deep Convolutional Neural Networks with Elementwise Square Operators Sheng-Wei Chen Xu Wang Chao Chen Yifan Lu Xijin Zhang Linfu Wen 36 2 0 12 Jun 2019
GOT: An Optimal Transport framework for Graph comparison Hermina Petric Maretic Mireille El Gheche Giovanni Chierchia P. Frossard OT 149 120 0 05 Jun 2019
Invariant Feature Coding using Tensor Product Representation Yusuke Mukuta Tatsuya Harada 43 0 0 05 Jun 2019