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21 search results found

Aif360 ⭐ 2,293

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Primeqa ⭐ 677

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Library for Semi-Automated Data Science

Regression Transformer ⭐ 105

Regression Transformer (2023; Nature Machine Intelligence)

Quality Controlled Paraphrase Generation ⭐ 47

Quality Controlled Paraphrase Generation (ACL 2022)

Graph_ensemble_learning ⭐ 34

Graph Ensemble Learning

Natural Language (NL) to Linear Temporal Logic (LTL)

Image Captioning Attack ⭐ 33

Codes for reproducing the adversarial attacks on image captioning systems in “Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning,” ACL 2018

Contrastive Explanation Method ⭐ 27

Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives”

Zoo Attack ⭐ 26

Codes for reproducing the black-box adversarial attacks in “ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models,” ACM CCS Workshop on AI-Security, 2017

Autozoom Attack ⭐ 25

Codes for reproducing query-efficient black-box attacks in “AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks” , published at AAAI 2019

Crown Robustness Certification ⭐ 18

CROWN: A Neural Network Verification Framework for Networks with General Activation Functions

Fishergan ⭐ 17

Code accompanying the paper Fisher GAN: https://arxiv.org/abs/1705.09675

Clever Robustness Score ⭐ 16

Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach,” ICLR 2018

Ead Attack ⭐ 15

Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” AAAI 2018

Bridging Resolution ⭐ 12

Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019

Sobolevgan Ssl ⭐ 7

Code accompanying the paper Sobolev GAN https://arxiv.org/abs/1711.04894

Online Alt Min ⭐ 6

Source code for paper Choromanska et al. -- Beyond Backprop: Online Alternating Minimization with Auxiliary Variables -- http://proceedings.mlr.press/v97/choromanska19a.ht

Imagenet Robustness ⭐ 6

Codes for reproducing robustness-accuracy analysis in "Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models", ECCV 2018

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