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hila-chefer
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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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Seeking Assistance: Adapting Explainability Technique for Longformer Model in Text Classification
#69
ibrahimAlaaeddine01
opened
2 months ago
0
gtsegs_ijcv.mat NA
#68
Comodore125
opened
2 months ago
1
Does def safe_divide really work?
#67
686llhhhhhh
opened
4 months ago
0
Fixed a bug that resulted in SequenceClassifierOutput module not found error
#66
DataMonarch
opened
6 months ago
0
LRP for mean
#65
LokeshBadisa
opened
6 months ago
0
The relprop method of the Linear layer
#64
Hongbo-Z
opened
6 months ago
1
added distilbert
#63
unni12345
opened
8 months ago
0
how to use
#62
Flylee864
closed
10 months ago
0
bert colab does not work
#61
leonorsilva
opened
11 months ago
1
The generic Deep Taylor Decomposition formula in the paper
#60
a943862842
opened
11 months 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
11 months 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
11 months 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
1 year ago
0
About relprop in BERT.py
#46
szubing
closed
1 year ago
2
What is difference between Deit and ViT models here? They looks like the same?
#45
szubing
closed
1 year ago
1
Questions regarding the evaluation process
#44
zmy1116
closed
1 year 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
2 years ago
2
Question about Conv2D relprop
#26
jhb115
closed
2 years ago
2
Load locally fine-tuned models
#25
lucasresck
closed
2 years ago
10
visualize TimeSformer
#24
Holmes-Alan
closed
2 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
fixed torch_six issue according to https://github.com/rwightman/pytor…
#21
hila-chefer
closed
3 years ago
0
what should i do when trying this visualization method on cifar dataset
#20
caposerenity
closed
3 years ago
1
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