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tim-learn/SHOT
Availability of PDA Source Model Weights for SHOT

Hi, I am working on replicating the performance of SHOT for both PDA and ODA of OfficeHome detailed in your publication. We ve encountered a challenge where our locally trained models aren t reaching the ...
  • mooooo75
  • Opened 
    on Nov 8, 2024
  • #43

tim-learn/SHOT
Fair diversity Term

Hi :), I am studying your UDA algorithm and I am trying to adapt it to my specific problem. My question is the following: 1. You seem to subtract the fair diversity loss from the entropy loss. Is this ...
  • dodosly1
  • Opened 
    on Apr 17, 2024
  • #42

tim-learn/SHOT
Error when running code: "RuntimeError: Trying to backward through the graph a second time"

  • Externalhappy
  • Opened 
    on Oct 1, 2023
  • #41

tim-learn/SHOT
Can't reproduce the Office-Home results

Hi, I am reaching out to you as I have been attempting to reproduce the SHOT(2020) Office-Home results presented in Table 4 on your github page (https://github.com/tim-learn/SHOT/blob/master/results.md) ...
  • PRE6ENT
  • 5
  • Opened 
    on Apr 19, 2023
  • #39

tim-learn/SHOT
您的这行代码似乎有问题？initc = aff.transpose().dot(all_fea)

https://github.com/tim-learn/SHOT/blob/9c02a95dbb632f15ea4926c1cc9d32e4faa20df1/object/image_target.py#L278 1. API是torch.transpose(input, dim0, dim1) → Tensor，需要传入两个维度作为参数。 但是您的代码中写的是aff.transpose()，是否不太合理？ ...
  • RSMung
  • 2
  • Opened 
    on Sep 14, 2022
  • #36

tim-learn/SHOT
The test loader and the target loader are consistent

Hello, Firstly thanks for sharing the code to the community. I encountered some questions in my code reading process. I find the test_dset_path and t_dset_path are the same in the code, that is to say, ...
  • Xiaofu233
  • 1
  • Opened 
    on Jul 11, 2022
  • #35

tim-learn/SHOT
-

  • yazdanifar
  • Opened 
    on Jun 3, 2022
  • #34

tim-learn/SHOT
Pseudo-labeling

I m sorry to bother you! In the process of generating pseudo tags, the target domain has no real tags, but in the process of code implementation, why are there labels = data [1]? What does this labels ...
  • dingyan1478
  • 1
  • Opened 
    on May 19, 2022
  • #33

tim-learn/SHOT
Pretrained source model obtain random-level output

pretrained source model about office-home obtain random-level output (directly test pretrained model on target domain, e.g. Ar- Cl 0.01786....) but with the same code and loading setting about office-31 ...
  • templee-design
  • 2
  • Opened 
    on May 2, 2022
  • #32

tim-learn/SHOT
Can not reproduce ODA result

Hi, here I am reproducing the ODA task on Office-Home dataset, but I cannot achieve the results in the paper, I follow the command in the readme.md, and my result in closed-set are good. I even get less ...
  • lwpyh
  • 1
  • Opened 
    on Apr 3, 2022
  • #31
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