wvangansbeke/Unsupervised-Classification

Issues

• scan loss stuck, performs worse than pretext

  #113 opened 2 years ago by mazatov
  15

• Is it normal that i got a loss which is negative with the entropy_weight=5.0?

  #141 opened 8 months ago by Frankie0403
  2

• negative loss from SCANLoss

  #140 opened 10 months ago by PeterDeSOM
  1

• About "Pretext + Kmeans'

  #126 opened 2 years ago by fi591
  7

• Was anyone able to train on their own dataset without labels?

  #111 opened 2 years ago by Harsh9524
  3

• SimCLR loss and nearest neighbors computed on hidden features?

  #134 opened a year ago by emessori
  0

• Multi-GPU support

  #125 opened a year ago by doncat99
  1

• Normalization on custom dataset

  #129 opened a year ago by emessori
  1

• Solve the bad results caused by data imbalance?

  #131 opened a year ago by kkellyk
  1

• Help with installation

  #132 opened a year ago by tungts1101
  0

• Learned representations after pretext task

  #130 opened 2 years ago by emessori
  2

• eval can't run the result

  #117 opened 2 years ago by kkellyk
  1

• Overcoming uncertainity after scan phase by dynamically lowering accuracy threshold for self-labeling

  #128 opened 2 years ago by TomasPlachy
  0

• Accuracy becomes lower after self-labeling

  #127 opened 2 years ago by kkellyk
  0

• The scan result is not ideal

  #124 opened 2 years ago by kkellyk
  0

• Is it Unsupervised Learning or Semi-supervised Learning?

  #123 opened 2 years ago by kkellyk
  0

• How to interpret confusion matrix in sacn?

  #122 opened 2 years ago by kkellyk
  0

• If an unlabeled dataset is used how should the target variable be handled?

  #121 opened 2 years ago by kkellyk
  2

• Why do you need target (label) on fill_memory_bank??

  #119 opened 2 years ago by edwardcho
  1

• Is knn for validation?? (memory bank, target(label))

  #120 opened 2 years ago by edwardcho
  2

• How to find labels as clustered results (ex: clustered images....)?

  #118 opened 2 years ago by edwardcho
  3

• Do you provide the parameters of the RandAgument mentioned in the paper?

  #115 opened 2 years ago by kkellyk
  0

• scan.py Error

  #116 opened 2 years ago by kkellyk
  0

• Why is validation loss calculated without entropy weight?

  #114 opened 2 years ago by mazatov
  2

• Is there a simple way to train on unlabeled datas?

  #112 opened 2 years ago by krNeko9t
  0

• About Loss

  #100 opened 2 years ago by skr998
  4

• SelfLabel: Where is thresholding performed ?

  #110 opened 2 years ago by Yussef93
  0

• Train on own dataset

  #93 opened 3 years ago by fernandorovai
  27

• Extract visual features for new images

  #109 opened 2 years ago by eleonoragualdoni
  0

• About the hyper-parameters settting.

  #108 opened 2 years ago by blue-blue272
  3

• Regarding the consistency_loss in SCAN loss

  #107 opened 2 years ago by XiHuYan
  2

• how to evaluate the result of overclustering

  #102 opened 2 years ago by vmmm123
  2

• HParams Overclustering

  #105 opened 2 years ago by Goschjann
  0

• how to decide the number of clusters

  #103 opened 2 years ago by zhaotf16
  1

• Clustering CIFAR-100

  #104 opened 2 years ago by avihu111
  2

• results after selflabel.py on CIFAR100 not include some classes?

  #101 opened 2 years ago by jimmy19991222
  2

• Results without false positives in the nearest neighbors

  #99 opened 2 years ago by skr998
  3

• Purpose of Memory Bank

  #98 opened 2 years ago by HenryPengZou
  2

• Faiss assertion 'err == CUBLAS_STATUS_SUCCESS' failed

  #97 opened 3 years ago by MotiBaadror
  1

• Motivation of semantic clustering through scan-loss

  #96 opened 3 years ago by wetliu
  2

• Overclustering with Majority Voting Details

  #92 opened 3 years ago 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 3 years ago by starsky68
  1

• Assertion error in SCAN process

  #94 opened 3 years ago by daminlee1
  1

• Dose label(targets) work while training?

  #95 opened 3 years ago by scteam1994
  1

• fine-tuning scan phase on custom dataset

  #91 opened 3 years ago by noamberg
  0

• Unable to unpack pretrained model tar files

  #90 opened 3 years ago by arnaudvl
  0

• config.yml for different datasets

  #89 opened 3 years ago by aakash-saboo
  2

• FileNotFoundError: [Errno 2] No such file or directory: './results/cifar-10\\pretext\\model.pth.tar'

  #88 opened 3 years ago by Cappuccino-Sugar
  3

• Download Links for CIFAR broken?

  #87 opened 3 years ago by ctataryn
  3

• About the SCANLoss - Reopening Issue # 24

  #86 opened 3 years ago by rajat-tech-002
  2