WARP-LCA: Efficient Convolutional Sparse Coding with Locally Competitive Algorithm

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WARP-LCA: Efficient Convolutional Sparse Coding with Locally Competitive Algorithm

24 October 2024

Geoffrey Kasenbacher

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Papers citing "WARP-LCA: Efficient Convolutional Sparse Coding with Locally Competitive Algorithm"

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Title
Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures S. V. Dibbo Adam Breuer Juston S. Moore Michael Teti AAML 83 5 0 21 Mar 2024
Learning to Warm-Start Fixed-Point Optimization Algorithms Rajiv Sambharya Georgina Hall Brandon Amos Bartolomeo Stellato 74 13 0 14 Sep 2023
LCANets++: Robust Audio Classification using Multi-layer Neural Networks with Lateral Competition S. V. Dibbo Juston S. Moore Garrett Kenyon Michael Teti MIACV 54 4 0 23 Aug 2023
Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor Gavin Parpart Sumedh R. Risbud Garrett Kenyon Y. Watkins 30 15 0 25 Jul 2023
Graph-based Neural Acceleration for Nonnegative Matrix Factorization Jens Sjölund Maria Bånkestad GNN 101 9 0 01 Feb 2022
Exploitation of Image Statistics with Sparse Coding in the Case of Stereo Vision Gerrit A. Ecke Harald M Papp H. Mallot 40 7 0 24 Jan 2021
AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing Zhonghao Zhang Yipeng Liu Jiani Liu Fei Wen Ce Zhu 56 210 0 21 Apr 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 102 1,022 0 22 Dec 2019
Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons Edward J. Kim Darryl Hannan Garrett Kenyon 68 25 0 21 Nov 2017
Unrolled Optimization with Deep Priors Steven Diamond Vincent Sitzmann Felix Heide Gordon Wetzstein 43 186 0 22 May 2017
Sparse Coding on Stereo Video for Object Detection Sheng Y. Lundquist Melanie Mitchell Garrett Kenyon 70 8 0 19 May 2017
One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models Jen-Hao Rick Chang Chun-Liang Li Barnabás Póczós B. Kumar Aswin C. Sankaranarayanan 65 348 0 29 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 522 10,351 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 802 36,892 0 25 Aug 2016
Wide Residual Networks Sergey Zagoruyko N. Komodakis 353 8,002 0 23 May 2016
Maximal Sparsity with Deep Networks? Bo Xin Yizhou Wang Wen Gao David Wipf 3DPC 70 167 0 05 May 2016
A survey of sparse representation: algorithms and applications Zheng Zhang Yong-mei Xu Jian Yang Xuelong Li David C. Zhang AI4TS 86 990 0 23 Feb 2016