MoritzWag Representation-Learning issues

MoritzWag / Representation-Learning

Representation Learning of Image Data with VAE.

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Experiment: Re-runs

#53 MoritzWag opened 3 years ago
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gaussmix vae now plots grand mean empirical traversals and per catego…

#52 alexpiehler closed 4 years ago
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Deep Dive Configurations

#51 MoritzWag opened 4 years ago
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Gaussmix update

#50 alexpiehler closed 4 years ago
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added analytical solution of kld for two mvn dist

#49 alexpiehler closed 4 years ago
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Tuning Models with Hyperband

#48 MoritzWag opened 4 years ago
1
Experimentation Setup

#47 alexpiehler opened 4 years ago
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Optuna

#46 MoritzWag closed 4 years ago
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Mutinfo

#45 alexpiehler closed 4 years ago
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Eval extension

#44 alexpiehler closed 4 years ago
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included mi estimator

#43 MoritzWag closed 4 years ago
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cleaned up vizualizer a bit. traversals work again

#42 alexpiehler closed 4 years ago
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Dip joint

#41 alexpiehler closed 4 years ago
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Added linear autoencoder/pca

#40 alexpiehler closed 4 years ago
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Refactor eval

#39 alexpiehler closed 4 years ago
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added num_active_units to evaluator and pretrained resnet

#38 MoritzWag closed 4 years ago
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Added empirical traversals, new function in utils which accumulates b…

#37 alexpiehler closed 4 years ago
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UMAP:

#36 alexpiehler opened 4 years ago
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Make sure that the SAME validation and test data instances are used for the plots for each individual experiment

#35 alexpiehler opened 4 years ago
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Adidas data

#34 MoritzWag closed 4 years ago
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Gaussian Mixture / new traversals / working cluster function

#33 alexpiehler closed 4 years ago
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worked on get_adidas_data.py

#32 MoritzWag closed 4 years ago
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Fixed cluster function

#31 alexpiehler closed 4 years ago
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Added pictures to tnse plot

#30 alexpiehler closed 4 years ago
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Vizupdate

#29 alexpiehler closed 4 years ago
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Added autoencoder class. Sampling function is not properly implemente…

#28 alexpiehler closed 4 years ago
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Consolidation of conv. enc and dec architecture

#27 alexpiehler closed 4 years ago
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Build classic Autoencoder

#26 alexpiehler closed 4 years ago
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Edit Loss Plots / Build Traversals for CatVae / Put real + reconstructed images in one plot

#25 alexpiehler closed 4 years ago
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Fix annealing procedure of temperature in CatVae

#24 alexpiehler closed 4 years ago
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worked on adidas and cifar10 data

#23 MoritzWag closed 4 years ago
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Implementation of CatVAE and other fixes

#22 alexpiehler closed 4 years ago
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CatVAE Implementation

#21 alexpiehler closed 4 years ago
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Fashionmnist

#20 alexpiehler closed 4 years ago
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Beta vae implementation

#19 alexpiehler closed 4 years ago
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some changes on tsne in visualizer

#18 MoritzWag closed 4 years ago
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almost finalized visualizer class

#17 MoritzWag closed 4 years ago
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Beta-Vae Implementation

#16 MoritzWag closed 4 years ago
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Visualization

#15 MoritzWag closed 4 years ago
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MultiModal VAE

#14 MoritzWag opened 4 years ago
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Clustering Visualization of Embeddings

#13 MoritzWag closed 4 years ago
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MultiAttribute VAE

#12 MoritzWag opened 4 years ago
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multimodal vae works now!

#11 MoritzWag closed 4 years ago
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General Information on Vaes

#10 MoritzWag opened 4 years ago
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nothing works - grad keinen bock mehr

#9 MoritzWag closed 4 years ago
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Training procedure for vae representation learning

#8 MoritzWag closed 4 years ago
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Data Augmentation for VAE (does it make sense?)

#7 MoritzWag opened 4 years ago
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Check viability of Fashion IQ Dataset (IBM) for multi-modal reprensentation learning

#6 alexpiehler closed 4 years ago
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Research state-of-the-art convolutional autoencoder architechtures

#5 alexpiehler opened 4 years ago
0
Evaluation Metrics for Disentanglement (Representation Learning)

#4 MoritzWag opened 4 years ago
1