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Ali Ghodsi

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Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey

Jun 03, 2021
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley

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Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax

Jun 02, 2021
Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi

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Annealing Knowledge Distillation

Apr 14, 2021
Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi

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Generative Locally Linear Embedding

Apr 04, 2021
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley

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Fine-Tuning and Training of DenseNet for Histopathology Image Representation Using TCGA Diagnostic Slides

Jan 20, 2021
Abtin Riasatian, Morteza Babaie, Danial Maleki, Shivam Kalra, Mojtaba Valipour, Sobhan Hemati, Manit Zaveri, Amir Safarpoor, Sobhan Shafiei, Mehdi Afshari, Maral Rasoolijaberi, Milad Sikaroudi, Mohd Adnan, Sultaan Shah, Charles Choi, Savvas Damaskinos, Clinton JV Campbell, Phedias Diamandis, Liron Pantanowitz, Hany Kashani, Ali Ghodsi, H. R. Tizhoosh

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Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey

Jan 04, 2021
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley

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Locally Linear Embedding and its Variants: Tutorial and Survey

Nov 22, 2020
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley

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Symbolically Solving Partial Differential Equations using Deep Learning

Nov 12, 2020
Maysum Panju, Kourosh Parand, Ali Ghodsi

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A Neuro-Symbolic Method for Solving Differential and Functional Equations

Nov 04, 2020
Maysum Panju, Ali Ghodsi

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