hila-chefer/Transformer-Explainability

Issues

• Is it possible to use this method for ViTs trained for regression?

  #71 opened a month ago by thaotnguyen
  0

• How to replace different bert variants such as Bio_ClinicalBERT.

  #70 opened 3 months ago by ZhangFfF1
  0

• The generic Deep Taylor Decomposition formula in the paper

  #60 opened a year ago by a943862842
  2

• The relprop method of the Linear layer

  #64 opened a year ago by Hongbo-Z
  1

• Seeking Assistance: Adapting Explainability Technique for Longformer Model in Text Classification

  #69 opened 6 months ago by ibrahimAlaaeddine01
  0

• gtsegs_ijcv.mat NA

  #68 opened 7 months ago by Comodore125
  1

• Trying this with vit-pytorch and hugging face transformer

  #56 opened a year ago by krishnaadithya
  2

• Does def safe_divide really work?

  #67 opened 8 months ago by 686llhhhhhh
  0

• NameError: name 'SequenceClassifierOutput' is not defined

  #42 opened 2 years ago by neeraj1909
  4

• LRP for mean

  #65 opened 10 months ago by LokeshBadisa
  0

• bert colab does not work

  #61 opened a year ago by leonorsilva
  1

• name 'SequenceClassifierOutput' is not defined

  #51 opened 2 years ago by songhuadan
  5

• how to use

  #62 opened a year ago by Flylee864
  0

• How can I adapt this to my custom model?

  #58 opened a year ago by sarah-muller
  1

• Question about Conv2D relprop

  #55 opened a year ago by rtyu-1
  1

• The relprop method of the Linear layer seems to be unstable for small number of input features

  #59 opened a year ago by josh-oo
  0

• Training process

  #57 opened a year ago by ascdqz
  0

• Extension to other huggingface transformer models?

  #54 opened 2 years ago by mollie9523
  1

• Could you please provide the code for reproducing the perturbation result in Table 1?

  #52 opened 2 years ago by jwu125
  0

• Threshold for Attention Vector during comparison

  #50 opened 2 years ago by jaydebsarker
  2

• using finetuned ViT weights/model from the Torchvision library

  #49 opened 2 years ago by PedroDKE
  3

• Questions regarding the evaluation process

  #44 opened 2 years ago by zmy1116
  2

• About relprop in BERT.py

  #46 opened 2 years ago by szubing
  2

• What is difference between Deit and ViT models here? They looks like the same?

  #45 opened 2 years ago by szubing
  1

• Can you expand the lrp.py to cover BigBird?

  #43 opened 2 years ago by ngoel17
  1

• Question regarding fine tuning

  #40 opened 3 years ago by MichaelMMeskhi
  2

• Why did you multiply (Hadamard product) R(A) by the gradient of A?

  #39 opened 3 years ago by ThisisBillhe
  1

• Where can I download "imagenet_validation_directory"？

  #41 opened 3 years ago by XuehuiPeng
  1

• Question about Raw Attention and GradCAM for transformer

  #36 opened 3 years ago by hanwei0912
  1

• How to evaluate transformer explainability methods & Compare with other XAI methods

  #38 opened 3 years ago by jaiswati
  1

• Different Bert Models

  #37 opened 3 years ago by Christoforos00
  1

• confused rgb/bgr?

  #35 opened 3 years ago by Tsingularity
  6

• Implementing with my own model

  #34 opened 3 years ago by LanariLorenzo
  4

• Load locally fine-tuned models

  #25 opened 3 years ago by lucasresck
  10

• How to accelerate when inferring CAM in parallel

  #32 opened 3 years ago by Muyun99
  6

• gtsegs_ijcv.mat

  #33 opened 3 years ago by torchmyheart
  1

• Question about perturbation results

  #31 opened 3 years ago by scott870430
  2

• Question about layers_ours.py

  #29 opened 3 years ago by Mfun82
  2

• On DEIT distilled network

  #30 opened 3 years ago by kspruthviraj
  2

• Token Classification

  #28 opened 3 years ago by zooeygirl
  4

• Couldn't find corresponding code with 《Transformer Interpretability Beyond Attention Visualization》

  #27 opened 3 years ago by Yung-zi
  2

• Question about Conv2D relprop

  #26 opened 3 years ago by jhb115
  2

• visualize TimeSformer

  #24 opened 3 years ago by Holmes-Alan
  3

• How to generate the visualization result of a batch of inputs at a time

  #22 opened 3 years ago by lyxxn0414
  5

• ImageNet-Segmentation dataset

  #23 opened 3 years ago by JindongGu
  2

• what should i do when trying this visualization method on cifar dataset

  #20 opened 4 years ago by caposerenity
  1

• torch._six updates lead to errors in baselines/ViT/layer_helpers.py

  #19 opened 4 years ago by philipsgithub
  2

• New post's url about the paper can not be accessed

  #18 opened 4 years ago by NickChang97
  2

• Reproducibility in another text dataset

  #17 opened 4 years ago by carlosabcs
  7

• Is it possible to use this tool without [CLS] token?

  #16 opened 4 years ago by zeyuyun1
  8