mbaddar1 genmodel issues

mbaddar1 / genmodel

Generative Model Experiments

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Read Material (Ongoing Task)

#66 mbaddar1 opened 1 month ago
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M2T1: Develop a Bsplines basis function class

#65 mbaddar1 closed 2 months ago
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Energy functions and their relationship to Probability Function

#64 mbaddar1 opened 2 months ago
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move samples generation to a utils package and script

#63 mbaddar1 closed 3 months ago
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M2T8: Develop a better understanding for RecFlow Trajectories

#62 mbaddar1 opened 3 months ago
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Try RecFlow with Non-linear Interpolation Non-linear

#61 mbaddar1 opened 3 months ago
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RecFlow Understanding

#60 mbaddar1 closed 3 months ago
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Develop a small comparative study between TT-ALS\MALS vs RO for TT-Recflow Opt

#59 mbaddar1 opened 3 months ago
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Try TT-RecFlow with RO

#58 mbaddar1 opened 3 months ago
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M2T4 : Try with TT-MALS Algorithm to improve TT-RecFlow (Adaptive Rank selection)

#57 mbaddar1 opened 3 months ago
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M2T3 : Investigate how to tune ALS algorithm 2.3 P9 in the ALS paper for TT-RecFlow

#56 mbaddar1 closed 3 months ago
1
M2T1 : Develop and Understanding for the RecFlow Paper

#55 mbaddar1 closed 3 months ago
3
Develop and understanding for Auto Diff RO for TT

#54 mbaddar1 opened 3 months ago
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M2T2 :Develop solid understanding for ALS and MALS

#53 mbaddar1 opened 3 months ago
2
Best rank degree for each dataset

#52 mbaddar1 closed 3 months ago
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48 understand rectified flows and the ftt recflow code

#51 mbaddar1 closed 3 months ago
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Bishop Deep Learning Foundations and Concepts

#50 mbaddar1 opened 3 months ago
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Diffusion Models vs Rectified Flows

#49 mbaddar1 opened 4 months ago
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Understand Rectified Flows and the FTT-RecFlow code

#48 mbaddar1 closed 3 months ago
1
Write Researcha TT-DDPM Proposal - Iteration 1

#47 mbaddar1 closed 4 months ago
1
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian probability distributions

#46 mbaddar1 opened 6 months ago
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A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions

#45 mbaddar1 opened 6 months ago
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A collocation method for nonlinear tensor differential equations on low-rank manifolds

#44 mbaddar1 opened 6 months ago
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Derivative-enhanced Deep Operator Network

#43 mbaddar1 opened 6 months ago
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Implicit regularization of deep residual networks towards neural ODEs

#42 mbaddar1 opened 6 months ago
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Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian probability distributions

#41 mbaddar1 opened 6 months ago
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Tensor-Train Density Estimation

#40 mbaddar1 opened 6 months ago
1
TENSOR TRAIN BASED SAMPLING ALGORITHMS FOR APPROXIMATING REGULARIZED WASSERSTEIN PROXIMAL OPERATORS

#39 mbaddar1 opened 6 months ago
1
Thesis Writing - Ongoing Task

#38 mbaddar1 opened 6 months ago
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Test B-Splines with TT-RecFlow code

#37 mbaddar1 opened 6 months ago
1
Experiment with Full-Tensor based noise model , with B-Splines

#36 mbaddar1 closed 3 months ago
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Test the DDPM with a noise model based on RBFN

#35 mbaddar1 opened 6 months ago
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Test the JM DDPM model with swissroll 3d

#34 mbaddar1 closed 3 months ago
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Understand the BasicDiscreteTime Noise model in JM DDPM code

#33 mbaddar1 closed 6 months ago
11
Martin Suggested Readings

#32 mbaddar1 opened 7 months ago
1
Implicit regularization of deep residual networks towards neural ODEs

#31 mbaddar1 opened 7 months ago
0
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian probability distributions

#30 mbaddar1 opened 7 months ago
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Test the jmkernes DDPM code- Main focus is to understand the noise model that handles the swiss roll data

#29 mbaddar1 closed 7 months ago
1
Dickstein Diffusion Model 2015

#28 mbaddar1 opened 7 months ago
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RNN and TT (2) : Residual Tensor Train: A Quantum-inspired Approach for Learning Multiple Multilinear Correlations

#27 mbaddar1 opened 7 months ago
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RNN and TT (1) : Convolutional neural network compression via tensor-train decomposition on permuted weight tensor with automatic rank determination

#26 mbaddar1 opened 7 months ago
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M2Tx : Tensor train based sampling algorithms for approximating regularized Wasserstein proximal operators

#25 mbaddar1 opened 8 months ago
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Deep understanding for Riemannian Opt (Gradient Descent)

#24 mbaddar1 opened 8 months ago
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separate train and test datasets for sinkhorn eval

#23 mbaddar1 closed 3 months ago
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Test z normalized euclidean distance

#22 mbaddar1 closed 3 months ago
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Revisit Sinkhorn Evaluation

#21 mbaddar1 closed 3 months ago
1
Read this main paper about Optimal Transport

#20 mbaddar1 opened 8 months ago
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Test GeomLoss Package for GenModel Evaluation

#19 mbaddar1 closed 3 months ago
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Dev code for quality measure for generated data samples

#18 mbaddar1 closed 8 months ago
9
DiffModel Experminet 1 - UNet - Gradient Descent - L2 - sklearn dataset

#17 mbaddar1 closed 7 months ago
19