Non-negative matrix factorization (NMF) minimizes the euclidean distance between the data matrix and its low rank approximation, and it fails when applied to corrupted data because the loss function is sensitive to outliers. In this paper, we propose a Truncated CauchyNMF loss that handle outliers by truncating large errors, and develop a Trunca…
☆14Apr 28, 2019Updated 6 years ago
Alternatives and similar repositories for Truncated-Cauchy-Non-Negative-Matrix-Factorization
Users that are interested in Truncated-Cauchy-Non-Negative-Matrix-Factorization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Robust Non-Negative Matrix Factorization☆17Mar 29, 2022Updated 4 years ago
- Joint Dictionary Learning-based Non-Negative Matrix Factorization for Voice Conversion (TBME 2016)☆22Oct 14, 2017Updated 8 years ago
- Feature Extraction via Multi-view Non-negative Matrix Factorization with Local Graph Regularization.☆22Jun 30, 2015Updated 10 years ago
- An intuitive implementation of spectral clustering on matlab☆16Apr 23, 2021Updated 4 years ago
- Spectral Perturbation Meets Incomplete Multi-view Data, In IJCAI-2019☆20May 18, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Speech enhancement (Interspeech 2016, Ideal)☆19Jun 25, 2022Updated 3 years ago
- An open-source sonar simulator☆17Aug 1, 2023Updated 2 years ago
- Least Squares Regression for subspace clustering☆10May 27, 2018Updated 7 years ago
- Matlab implementation of Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering☆12Mar 18, 2021Updated 5 years ago
- ☆13Dec 2, 2021Updated 4 years ago
- Shockable Rhythm Diagnosis Based on Sequential Pooling CNN-LSTM Network☆17Aug 16, 2019Updated 6 years ago
- ☆11Feb 18, 2020Updated 6 years ago
- Source code for the published paper "Parameter-Free Auto-Weighted Multiple Graph Learning" IJCAI 2016☆15Dec 4, 2017Updated 8 years ago
- nonconvex algorithms for solving sparse deconvolution/convolutional dictionary learning problems☆10Apr 26, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- [ICCV 2015] Low-rank Tensor constrained Multiview Subspace Clustering☆13Oct 24, 2019Updated 6 years ago
- ☆15Apr 11, 2020Updated 5 years ago
- Kronecker Production Matrix for Approximate Nearest Neighbour Search☆12Sep 23, 2015Updated 10 years ago
- Code of UEAF, AAAI,2019.☆13Jul 28, 2023Updated 2 years ago
- ☆13Jul 30, 2019Updated 6 years ago
- ☆10Feb 4, 2016Updated 10 years ago
- ☆10Jul 27, 2023Updated 2 years ago
- codes for the paper "Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability", IEE…☆11Mar 13, 2020Updated 6 years ago
- Official source code of "Preprocessing Method for Performance Enhancement in CNN-based STEMI Detection from 12-lead ECG"☆17Aug 30, 2019Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for the EMNLP 2013 paper☆26Sep 7, 2018Updated 7 years ago
- Code for multichannel sparse blind deconvolution problem.☆12Jan 9, 2020Updated 6 years ago
- Code for Robust Kronecker-Decomposable Component Analysis (ICCV 2017)☆13Sep 28, 2022Updated 3 years ago
- Easily set up a vanilla TeX Live environment and run a Python script to compile LaTeX source code in real-time. Supports Ubuntu and Windo…☆13Jul 22, 2017Updated 8 years ago
- A Python implementation of the Locality Preserving Matching (LPM) method for pruning outliers in image matching.☆13Aug 8, 2021Updated 4 years ago
- Performed matched filter, windowing, and doppler processing on a radar data cube (9000 range bins x 256 pulses) to detect moving targets.☆25May 10, 2020Updated 5 years ago
- CUDA Accelerated ORB-SLAM2☆10Sep 7, 2022Updated 3 years ago
- Python machine learning to classify forest/trees (vegetation) in multispectral, panchromatic satellite imagery.☆16May 7, 2023Updated 2 years ago
- Calculation of the entropy of the batch of images (whole image or patches)☆10Oct 15, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Implemention of paper "“Learning a Low Tensor-train Rank for Hyperspectral Image Super-resolution" (TNNLS 2019)☆43Jun 7, 2020Updated 5 years ago
- Neural Reflectance Field from Shading and Shadow under a Fixed Viewpoint☆16Aug 8, 2022Updated 3 years ago
- Team: _blank_☆13May 23, 2019Updated 6 years ago
- Code for the paper "Multi-view Graph Learning by Joint Modeling of Consistency and Inconsistency"☆22Dec 20, 2020Updated 5 years ago
- A novel model for multi-view clustering☆15Jan 4, 2019Updated 7 years ago
- [AAAI 2018] Consistent and Specific Multi-view Subspace Clustering☆34Jan 18, 2021Updated 5 years ago
- notes about papers read during my phd thesis @ ISAE-SUPAERO☆12Feb 6, 2025Updated last year