wvangansbeke/Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
PythonNOASSERTION
Issues
- 2
Is it normal that i got a loss which is negative with the entropy_weight=5.0?
#141 opened by Frankie0403 - 1
negative loss from SCANLoss
#140 opened by PeterDeSOM - 7
About "Pretext + Kmeans'
#126 opened by fi591 - 14
scan loss stuck, performs worse than pretext
#113 opened by mazatov - 3
- 0
- 1
Multi-GPU support
#125 opened by doncat99 - 1
Normalization on custom dataset
#129 opened by emessori - 1
Solve the bad results caused by data imbalance?
#131 opened by kkellyk - 0
Help with installation
#132 opened by tungts1101 - 2
Learned representations after pretext task
#130 opened by emessori - 1
eval can't run the result
#117 opened by kkellyk - 0
Overcoming uncertainity after scan phase by dynamically lowering accuracy threshold for self-labeling
#128 opened by TomasPlachy - 0
Accuracy becomes lower after self-labeling
#127 opened by kkellyk - 0
The scan result is not ideal
#124 opened by kkellyk - 0
- 0
How to interpret confusion matrix in sacn?
#122 opened by kkellyk - 2
- 1
- 2
- 3
- 0
- 0
scan.py Error
#116 opened by kkellyk - 2
Why is validation loss calculated without entropy weight?
#114 opened by mazatov - 0
Is there a simple way to train on unlabeled datas?
#112 opened by krNeko9t - 4
About Loss
#100 opened by skr998 - 0
SelfLabel: Where is thresholding performed ?
#110 opened by Yussef93 - 27
Train on own dataset
#93 opened by fernandorovai - 0
Extract visual features for new images
#109 opened by eleonoragualdoni - 3
About the hyper-parameters settting.
#108 opened by blue-blue272 - 2
Regarding the consistency_loss in SCAN loss
#107 opened by XiHuYan - 2
how to evaluate the result of overclustering
#102 opened by vmmm123 - 0
HParams Overclustering
#105 opened by Goschjann - 1
how to decide the number of clusters
#103 opened by zhaotf16 - 2
Clustering CIFAR-100
#104 opened by avihu111 - 2
- 3
- 2
Purpose of Memory Bank
#98 opened by HenryPengZou - 1
- 2
- 1
Overclustering with Majority Voting Details
#92 opened by abrar360 - 1
FileNotFoundError: [Errno 2] No such file or directory: 'D:/Project/Unsupervised-Classification-master/result/cifar-10\\pretext\\topk-train-neighbors.npy'
#85 opened by starsky68 - 1
Assertion error in SCAN process
#94 opened by daminlee1 - 1
Dose label(targets) work while training?
#95 opened by scteam1994 - 0
fine-tuning scan phase on custom dataset
#91 opened by noamberg - 0
Unable to unpack pretrained model tar files
#90 opened by arnaudvl - 2
config.yml for different datasets
#89 opened by aakash-saboo - 3
FileNotFoundError: [Errno 2] No such file or directory: './results/cifar-10\\pretext\\model.pth.tar'
#88 opened by Cappuccino-Sugar - 3
Download Links for CIFAR broken?
#87 opened by ctataryn - 2
About the SCANLoss - Reopening Issue # 24
#86 opened by rajat-tech-002