Multimodal Task-Driven Dictionary Learning for Image Classification

4 February 2015

Papers citing "Multimodal Task-Driven Dictionary Learning for Image Classification"

25 / 25 papers shown

Title
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens Yuxiao Chen Jianbo Yuan Yu Tian Shijie Geng Xinyu Li Ding Zhou Dimitris N. Metaxas Hongxia Yang 14 33 0 27 Mar 2023
Adversarial robustness of sparse local Lipschitz predictors Ramchandran Muthukumar Jeremias Sulam AAML 32 13 0 26 Feb 2022
Memory-augmented Deep Unfolding Network for Guided Image Super-resolution Man Zhou Keyu Yan Jin-shan Pan Wenqi Ren Qiaokang Xie Xiangyong Cao GAN SupR 25 60 0 12 Feb 2022
Quality-Aware Multimodal Biometric Recognition Sobhan Soleymani Ali Dabouei Fariborz Taherkhani Seyed Mehdi Iranmanesh J. Dawson Nasser M. Nasrabadi CVBM 30 3 0 10 Dec 2021
A Hybrid Learner for Simultaneous Localization and Mapping Thangarajah Akilan E. Johnson Japneet Sandhu Ritika Chadha Gaurav Taluja 22 0 0 04 Jan 2021
Multimodal Deep Unfolding for Guided Image Super-Resolution Iman Marivani Evaggelia Tsiligianni Bruno Cornelis Nikos Deligiannis SupR 21 36 0 21 Jan 2020
Deep Multi-View Learning via Task-Optimal CCA Heather D. Couture Roland Kwitt J. S. Marron M. Troester C. Perou Marc Niethammer 20 6 0 17 Jul 2019
Robust Multi-Modal Sensor Fusion: An Adversarial Approach Siddharth Roheda Hamid Krim B. Riggan AAML 11 0 0 10 Jun 2019
Cost-Sensitive Feature Selection by Optimizing F-Measures Meng Liu Chang Xu Yong Luo Chao Xu Yonggang Wen Dacheng Tao 13 81 0 04 Apr 2019
Analysis Dictionary Learning based Classification: Structure for Robustness Wen Tang Ashkan Panahi Hamid Krim Liyi Dai 28 30 0 13 Jul 2018
Multi-Level Feature Abstraction from Convolutional Neural Networks for Multimodal Biometric Identification Sobhan Soleymani Ali Dabouei Hadi Kazemi J. Dawson Nasser M. Nasrabadi CVBM 19 70 0 03 Jul 2018
Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification Sobhan Soleymani A. Torfi J. Dawson Nasser M. Nasrabadi 33 29 0 03 Jul 2018
Multi-modal Image Processing based on Coupled Dictionary Learning P. Song M. Rodrigues 16 1 0 26 Jun 2018
Fast Rotational Sparse Coding Michael T. McCann Vincent Andrearczyk M. Unser A. Depeursinge 13 1 0 12 Jun 2018
Enhanced Signal Recovery via Sparsity Inducing Image Priors Hojjat Seyed Mousavi 15 0 0 13 May 2018
Multimodal Sparse Bayesian Dictionary Learning Igor Fedorov Bhaskar D. Rao 11 2 0 10 Apr 2018
Supervised Convolutional Sparse Coding Lama Affara Guohao Li Peter Wonka 18 3 0 08 Apr 2018
Multimodal Image Super-resolution via Joint Sparse Representations induced by Coupled Dictionaries P. Song Xin Deng João F. C. Mota Nikos Deligiannis P. Dragotti M. Rodrigues SupR 23 69 0 25 Sep 2017
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification Yanyun Qu Li Lin Fumin Shen Chang Lu Yang Wu Yuan Xie Dacheng Tao VLM 18 58 0 15 Sep 2017
Face Recognition using Multi-Modal Low-Rank Dictionary Learning H. Foroughi M. Shakeri Nilanjan Ray Hong Zhang CVBM 8 6 0 15 Mar 2017
Deep Symbolic Representation Learning for Heterogeneous Time-series Classification S. Zhang S. Bahrampour Naveen Ramakrishnan Mohak Shah AI4TS 10 1 0 05 Dec 2016
Multi-Scale Saliency Detection using Dictionary Learning Shubham Pachori 18 0 0 19 Nov 2016
ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors Hojjat Seyed Mousavi V. Monga T. Tran 26 37 0 16 Feb 2015
Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification S. Bahrampour Nasser M. Nasrabadi A. Ray Kenneth W. Jenkins 25 14 0 10 Feb 2015
A Brief Summary of Dictionary Learning Based Approach for Classification (revised) Shu Kong Donghui Wang 35 22 0 30 May 2012