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MoritzWag
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Representation-Learning
Representation Learning of Image Data with VAE.
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Experiment: Re-runs
#53
MoritzWag
opened
3 years ago
0
gaussmix vae now plots grand mean empirical traversals and per catego…
#52
alexpiehler
closed
4 years ago
0
Deep Dive Configurations
#51
MoritzWag
opened
4 years ago
0
Gaussmix update
#50
alexpiehler
closed
4 years ago
0
added analytical solution of kld for two mvn dist
#49
alexpiehler
closed
4 years ago
0
Tuning Models with Hyperband
#48
MoritzWag
opened
4 years ago
1
Experimentation Setup
#47
alexpiehler
opened
4 years ago
0
Optuna
#46
MoritzWag
closed
4 years ago
0
Mutinfo
#45
alexpiehler
closed
4 years ago
0
Eval extension
#44
alexpiehler
closed
4 years ago
0
included mi estimator
#43
MoritzWag
closed
4 years ago
0
cleaned up vizualizer a bit. traversals work again
#42
alexpiehler
closed
4 years ago
0
Dip joint
#41
alexpiehler
closed
4 years ago
0
Added linear autoencoder/pca
#40
alexpiehler
closed
4 years ago
0
Refactor eval
#39
alexpiehler
closed
4 years ago
0
added num_active_units to evaluator and pretrained resnet
#38
MoritzWag
closed
4 years ago
0
Added empirical traversals, new function in utils which accumulates b…
#37
alexpiehler
closed
4 years ago
0
UMAP:
#36
alexpiehler
opened
4 years ago
0
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
0
Adidas data
#34
MoritzWag
closed
4 years ago
0
Gaussian Mixture / new traversals / working cluster function
#33
alexpiehler
closed
4 years ago
0
worked on get_adidas_data.py
#32
MoritzWag
closed
4 years ago
0
Fixed cluster function
#31
alexpiehler
closed
4 years ago
0
Added pictures to tnse plot
#30
alexpiehler
closed
4 years ago
0
Vizupdate
#29
alexpiehler
closed
4 years ago
0
Added autoencoder class. Sampling function is not properly implemente…
#28
alexpiehler
closed
4 years ago
0
Consolidation of conv. enc and dec architecture
#27
alexpiehler
closed
4 years ago
0
Build classic Autoencoder
#26
alexpiehler
closed
4 years ago
0
Edit Loss Plots / Build Traversals for CatVae / Put real + reconstructed images in one plot
#25
alexpiehler
closed
4 years ago
0
Fix annealing procedure of temperature in CatVae
#24
alexpiehler
closed
4 years ago
0
worked on adidas and cifar10 data
#23
MoritzWag
closed
4 years ago
0
Implementation of CatVAE and other fixes
#22
alexpiehler
closed
4 years ago
0
CatVAE Implementation
#21
alexpiehler
closed
4 years ago
0
Fashionmnist
#20
alexpiehler
closed
4 years ago
0
Beta vae implementation
#19
alexpiehler
closed
4 years ago
0
some changes on tsne in visualizer
#18
MoritzWag
closed
4 years ago
0
almost finalized visualizer class
#17
MoritzWag
closed
4 years ago
0
Beta-Vae Implementation
#16
MoritzWag
closed
4 years ago
0
Visualization
#15
MoritzWag
closed
4 years ago
0
MultiModal VAE
#14
MoritzWag
opened
4 years ago
0
Clustering Visualization of Embeddings
#13
MoritzWag
closed
4 years ago
0
MultiAttribute VAE
#12
MoritzWag
opened
4 years ago
0
multimodal vae works now!
#11
MoritzWag
closed
4 years ago
0
General Information on Vaes
#10
MoritzWag
opened
4 years ago
0
nothing works - grad keinen bock mehr
#9
MoritzWag
closed
4 years ago
0
Training procedure for vae representation learning
#8
MoritzWag
closed
4 years ago
0
Data Augmentation for VAE (does it make sense?)
#7
MoritzWag
opened
4 years ago
0
Check viability of Fashion IQ Dataset (IBM) for multi-modal reprensentation learning
#6
alexpiehler
closed
4 years ago
0
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
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