quinngroup/CiliaRepresentation
A modular generative pipeline for understanding cilia appearance and dynamics
PythonMIT
Issues
- 0
Add Optimizer to Driver
#53 opened by nssafir - 2
Exp13: Overfit Test 2
#33 opened by Micky774 - 1
NVP_2: Pixelwise Convolution
#19 opened by Micky774 - 0
Test Driver w/ Dummy Data
#52 opened by nssafir - 1
- 0
Loading in dataset to driver class
#51 opened by nssafir - 2
Select Datasets from UCR files
#48 opened by nssafir - 3
Convert UCR files to Pytorch Tensors
#47 opened by nssafir - 0
Exp18: Low Compression NVP_4 vs NVP_6
#49 opened by idhumphrey - 0
Exp17: Overfit Test 3
#45 opened by Micky774 - 0
Download dataset from UCR paper to LOGAN
#44 opened by nssafir - 0
DNS_0: DenseNet Implementation
#46 opened by Micky774 - 1
NVP_7: NVP_5 w/ increased decoder complexity
#42 opened by Micky774 - 5
Exp16: Evaluate NVP_6
#43 opened by Micky774 - 0
VQV_0: Vector Quantized VAE
#31 opened by Micky774 - 2
NVP_1: Move texture resolution bottleneck
#21 opened by Micky774 - 2
Exp12: Overfit Test
#28 opened by Micky774 - 2
Synthetic Dataset
#37 opened by nssafir - 0
NVP_6: NVP_5 w/ increased encoder complexity
#41 opened by Micky774 - 1
- 2
Exp15: NVP_4 vs NVP_5
#40 opened by Micky774 - 3
NVP_3: Increase complexity
#26 opened by Micky774 - 5
Exp14: NVP_4 vs NVP
#35 opened by idhumphrey - 1
SDD_0: Sequential Dynamics Decoder
#16 opened by alexeldridge - 1
RDD_0: Recurrent Dynamics Decoder
#15 opened by alexeldridge - 0
RDE_0: Recurrent Dynamics Encoder
#14 opened by alexeldridge - 1
ODE_0: Neural Integrator
#13 opened by alexeldridge - 2
Exp6: Learning rate scheduling
#9 opened by Micky774 - 0
- 4
NVP_4: Implement (at least partially) ResNet-110 after the texture resolution phase
#30 opened by Micky774 - 1
Exp7: Batch size scheduling
#10 opened by Micky774 - 0
Gradient Accumulation / Rolling Gradients
#36 opened by Micky774 - 4
Initial optical flow dataset creation
#29 opened by snoiarao - 1
Discussion: Beta scheduling
#32 opened by Micky774 - 4
Exp4: Weight Decay
#7 opened by Micky774 - 0
Create Validation Set
#18 opened by Micky774 - 0
Image/Layer Normalization
#25 opened by Micky774 - 0
Exp10: Beta Coefficient
#17 opened by idhumphrey - 0
Exp9: Number of pseudoinputs
#12 opened by Micky774 - 0
Exp8: Latent space dimensions
#11 opened by Micky774 - 1
Create Visualizer
#3 opened by Micky774 - 0
Random numpy array generator
#20 opened by AnonymousFool - 0
Improve Tensorboard Logging
#23 opened by Micky774 - 4
Exp11: NVP vs NVP_1
#27 opened by Micky774 - 2
Exp5: Gamma Coefficient
#8 opened by Micky774 - 3
Exp3: Pseudo learning rate
#6 opened by Micky774 - 0
Add image/reconstruction logging to tensorboard
#24 opened by Micky774 - 1
- 3
Exp2: Batch size testing
#5 opened by Micky774 - 4
Exp1: Learning Rate Stability Test
#4 opened by AnonymousFool