ml-research/A-Typology-for-Exploring-the-Mitigation-of-Shortcut-Behavior ml-research/A-Typology-for-Exploring-the-Mitigation-of-Shortcut-Behavior

  • Stars
    star
    7
  • Rank 2,294,772 (Top 46 %)
  • Language
    Python
  • Created over 2 years ago
  • Updated 3 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
ml-research/A-Typology-for-Exploring-the-Mitigation-of-Shortcut-Behavior
github

ml-research

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

More Repositories

1

semantic-image-editing

Python
200
star
2

liground

A free, open-source and modern Chess Variant Analysis GUI for the 21st century
Vue
107
star
3

rational_activations

Rational Activation Functions - Replacing Padé Activation Units
Cuda
77
star
4

safe-latent-diffusion

Official Implementation of Safe Latent Diffusion for Text2Image
Python
70
star
5

pau

Padé Activation Units: End-to-end Learning of Activation Functions in Deep Neural Network
Python
62
star
6

Fair-Diffusion

Jupyter Notebook
45
star
7

self-expanding-neural-networks

Self-Expanding Neural Networks
Python
33
star
8

NeSyXIL

Python
32
star
9

Learning-to-Break-Deep-Perceptual-Hashing

[FAccT 2022] Source code for our paper "Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash".
Python
24
star
10

nsfr

The Neuro-Symbolic Forward Reasoner
Python
22
star
11

CLEVA-Compass

Template & code for the Continual Learning EValuation Assessment (CLEVA) Compass
Python
21
star
12

LlavaGuard

Python
20
star
13

i2p

Python
19
star
14

Q16

Jupyter Notebook
18
star
15

MoRT_NMI

Jupyter Notebook
17
star
16

SLASH

Scalable Neural-Probabilistic Answer Set Programming
Python
17
star
17

XIConceptLearning

Explainable Interactive Concept Learning
Jupyter Notebook
15
star
18

NeSyConceptLearner

Python
14
star
19

alphailp

Python
11
star
20

pix2code

The Pix2Code framework: generalizable, interpretable and revisable visual concept learning
Python
11
star
21

deictic-segment-anything

Segment Anything with Deictic Prompting
Python
11
star
22

CLEVR-Hans

Repository for the CLEVR-Hans dataset
Python
10
star
23

rational_rl

PAUs on RL algorithms
Python
9
star
24

WhittleNetworks

Code for "Whittle Networks: A Deep Likelihood Model for Time Series" @ICML2021
Python
9
star
25

CharacteristicCircuits

Code for "Characteristic Circuits" @NeurIPS2023
Julia
9
star
26

ledits_pp

Python
7
star
27

XIL

Python
6
star
28

tractable-dropout-inference

Code for our paper "Probabilistic Circuits That Know What They Don't Know".
Python
6
star
29

moral-choice-machine

Python
5
star
30

MOMoGP

Code for "Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression" @UAI2021
Python
5
star
31

neumann

Neuro-Symbolic Message-Passing Reasoner
Python
5
star
32

PWN

Code for "Predictive Whittle Networks for Time Series" @UAI2022
Python
5
star
33

ILLUME

Python
5
star
34

OffImgDetectionCLIP

Jupyter Notebook
5
star
35

vlol-dataset-gen

Python
5
star
36

localizing_memorization_in_diffusion_models

Source code for our paper "Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models".
Python
5
star
37

RioT

Official Implementation of Right on Time: Revising Time Series Models by Constraining their Explanations
Jupyter Notebook
5
star
38

moral-choice-machine-v2

Code repository for the Moral Choice Machine (Frontiers, Ethical Machine Learning and Artificial Intelligence (AI))
Python
4
star
39

Interpreting-SPNs

Jupyter Notebook
4
star
40

To-Trust-or-Not-To-Trust-Prediction-Scores-for-Membership-Inference-Attacks

Source code for our IJCAI-ECAI 2022 paper "To Trust or Not To Trust Prediction Scores for Membership Inference Attacks"
Jupyter Notebook
4
star
41

learning-by-self-explaining

Python
4
star
42

NeuralConceptBinder

Jupyter Notebook
4
star
43

CAKE

Code for our paper Deep Classifier Mimicry without Data Access
Python
3
star
44

rtpt

Remaining Time to Process Title
Python
3
star
45

FEATHERS

Federated Architecture and Hyperparameter Search
Python
3
star
46

CB2M

CB2M extend bottlenecks with a two-fold memory to automatically detect model mistakes and generalize human interventions.
Python
3
star
47

differentiable-sampling-pc

Code for our paper "Elevating Perceptual Sample Quality in Probabilistic Circuits through Differentiable Sampling".
Python
2
star
48

rational_sl

Rational Networks in Supervized Learning such as MNIST, CIFAR and Imagenet Classification
Python
2
star
49

behind-the-scenes

A generator for the Behind-the-Scenes task
Python
2
star
50

liground.github.io

Website of LiGround - A free, open-source and modern Chess Variant Analysis GUI for the 21st century
Vue
2
star
51

Revision-Transformer

Python
2
star
52

kandinsky_generator

Python
1
star
53

visual-ilp

Visual ILP generator.
Python
1
star
54

NeSy-PI

The implementation of NeSy-PI
Python
1
star
55

CONFEDMADE

Python
1
star
56

LAION-5B-inappropriate-labels

1
star
57

human-centered-genai

JavaScript
1
star
58

bowll

Python
1
star
59

ml-research.github.io

CSS
1
star
60

ibo-hpc

Hyperparameter Optimization via Interacting with Probabilistic Circuits
Python
1
star