hila-chefer Transformer-Explainability issues

hila-chefer / Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

MIT License

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

#71 thaotnguyen opened 2 weeks ago
0
How to replace different bert variants such as Bio_ClinicalBERT.

#70 ZhangFfF1 opened 2 months ago
0
Seeking Assistance: Adapting Explainability Technique for Longformer Model in Text Classification

#69 ibrahimAlaaeddine01 opened 5 months ago
0
gtsegs_ijcv.mat NA

#68 Comodore125 opened 6 months ago
1
Does def safe_divide really work?

#67 686llhhhhhh opened 7 months ago
0
Fixed a bug that resulted in SequenceClassifierOutput module not found error

#66 DataMonarch opened 9 months ago
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LRP for mean

#65 LokeshBadisa opened 9 months ago
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The relprop method of the Linear layer

#64 Hongbo-Z opened 10 months ago
1
added distilbert

#63 unni12345 opened 1 year ago
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how to use

#62 Flylee864 closed 1 year ago
0
bert colab does not work

#61 leonorsilva opened 1 year ago
1
The generic Deep Taylor Decomposition formula in the paper

#60 a943862842 opened 1 year ago
2
The relprop method of the Linear layer seems to be unstable for small number of input features

#59 josh-oo opened 1 year ago
0
How can I adapt this to my custom model?

#58 sarah-muller closed 1 year ago
1
Training process

#57 ascdqz closed 1 year ago
0
Trying this with vit-pytorch and hugging face transformer

#56 krishnaadithya closed 1 year ago
2
Question about Conv2D relprop

#55 rtyu-1 closed 1 year ago
1
Extension to other huggingface transformer models?

#54 mollie9523 closed 1 year ago
1
Fix LRP visualization

#53 daniellecn03 opened 1 year ago
0
Could you please provide the code for reproducing the perturbation result in Table 1?

#52 jwu125 closed 1 year ago
0
name 'SequenceClassifierOutput' is not defined

#51 songhuadan closed 1 year ago
5
Threshold for Attention Vector during comparison

#50 jaydebsarker closed 1 year ago
2
using finetuned ViT weights/model from the Torchvision library

#49 PedroDKE closed 1 year ago
3
add BERT example codes & import required object from hf

#48 mieseung closed 1 year ago
0
CVE-2007-4559 Patch

#47 TrellixVulnTeam opened 2 years ago
0
About relprop in BERT.py

#46 szubing closed 2 years ago
2
What is difference between Deit and ViT models here? They looks like the same?

#45 szubing closed 2 years ago
1
Questions regarding the evaluation process

#44 zmy1116 closed 2 years ago
2
Can you expand the lrp.py to cover BigBird?

#43 ngoel17 closed 2 years ago
1
NameError: name 'SequenceClassifierOutput' is not defined

#42 neeraj1909 closed 2 years ago
4
Where can I download "imagenet_validation_directory"？

#41 XuehuiPeng closed 2 years ago
1
Question regarding fine tuning

#40 MichaelMMeskhi closed 2 years ago
2
Why did you multiply (Hadamard product) R(A) by the gradient of A?

#39 ThisisBillhe closed 2 years ago
1
How to evaluate transformer explainability methods & Compare with other XAI methods

#38 jaiswati closed 2 years ago
1
Different Bert Models

#37 Christoforos00 closed 2 years ago
1
Question about Raw Attention and GradCAM for transformer

#36 hanwei0912 closed 2 years ago
1
confused rgb/bgr?

#35 Tsingularity closed 2 years ago
6
Implementing with my own model

#34 LanariLorenzo closed 2 years ago
4
gtsegs_ijcv.mat

#33 torchmyheart closed 2 years ago
1
How to accelerate when inferring CAM in parallel

#32 Muyun99 closed 2 years ago
6
Question about perturbation results

#31 scott870430 closed 2 years ago
2
On DEIT distilled network

#30 kspruthviraj closed 2 years ago
2
Question about layers_ours.py

#29 Mfun82 closed 2 years ago
2
Token Classification

#28 zooeygirl closed 2 years ago
4
Couldn't find corresponding code with 《Transformer Interpretability Beyond Attention Visualization》

#27 Yung-zi closed 3 years ago
2
Question about Conv2D relprop

#26 jhb115 closed 3 years ago
2
Load locally fine-tuned models

#25 lucasresck closed 2 years ago
10
visualize TimeSformer

#24 Holmes-Alan closed 3 years ago
3
ImageNet-Segmentation dataset

#23 JindongGu closed 3 years ago
2
How to generate the visualization result of a batch of inputs at a time

#22 lyxxn0414 closed 3 years ago
5