Следене
Narine Kokhlikyan
Narine Kokhlikyan
Meta AI
Потвърден имейл адрес: fb.com
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Позовавания
Година
Captum: A unified and generic model interpretability library for PyTorch. arXiv 2020
N Kokhlikyan, V Miglani, M Martin, E Wang, B Alsallakh, J Reynolds, ...
arXiv preprint arXiv:2009.07896, 0
949
Mind the Pad--CNNs Can Develop Blind Spots
B Alsallakh, N Kokhlikyan, V Miglani, J Yuan, O Reblitz-Richardson
arXiv preprint arXiv:2010.02178, 2020
1002020
Pytorch captum
N Kokhlikyan, V Miglani, M Martin, E Wang, J Reynolds, A Melnikov, ...
GitHub repository, 2019
532019
Xair: A framework of explainable ai in augmented reality
X Xu, A Yu, TR Jonker, K Todi, F Lu, X Qian, JM Evangelista Belo, T Wang, ...
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023
452023
Captum: A unified and generic model interpretability library for PyTorch. arXiv
N Kokhlikyan, V Miglani, M Martin, E Wang, B Alsallakh, J Reynolds, ...
arXiv preprint arXiv:2009.07896 2, 2020
422020
Instantiating resources of an IT-service
JE Arwe, G Breiter, M Chodorowski, F Dross, N Kokhlikyan, HA Le, ...
US Patent 9,203,774, 2015
292015
Investigating saturation effects in integrated gradients
V Miglani, N Kokhlikyan, B Alsallakh, M Martin, O Reblitz-Richardson
arXiv preprint arXiv:2010.12697, 2020
272020
Using captum to explain generative language models
V Miglani, A Yang, AH Markosyan, D Garcia-Olano, N Kokhlikyan
arXiv preprint arXiv:2312.05491, 2023
232023
Method cards for prescriptive machine-learning transparency
D Adkins, B Alsallakh, A Cheema, N Kokhlikyan, E McReynolds, P Mishra, ...
Proceedings of the 1st International Conference on AI Engineering: Software …, 2022
202022
Prescriptive and descriptive approaches to machine-learning transparency
D Adkins, B Alsallakh, A Cheema, N Kokhlikyan, E McReynolds, P Mishra, ...
CHI conference on human factors in computing systems extended abstracts, 1-9, 2022
142022
Investigating sanity checks for saliency maps with image and text classification
N Kokhlikyan, V Miglani, B Alsallakh, M Martin, O Reblitz-Richardson
arXiv preprint arXiv:2106.07475, 2021
142021
Debugging the internals of convolutional networks
B Alsallakh, N Kokhlikyan, V Miglani, S Muttepawar, E Wang, S Zhang, ...
eXplainable AI approaches for debugging and diagnosis., 2021
132021
Instantiating resources of an IT-service
JE Arwe, G Breiter, M Chodorowski, F Dross, N Kokhlikyan, HA Le, ...
US Patent 9,432,247, 2016
132016
Filtering electronic messages
C Sathi, A Tarasov, D Mykhaylov, N Kokhlikyan, R Ivchenko
US Patent 10,447,635, 2019
122019
Building recommender systems with PyTorch
D Mudigere, M Naumov, J Spisak, G Chauhan, N Kokhlikyan, A Singh, ...
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
82020
Fine-grained interpretation and causation analysis in deep NLP models
H Sajjad, N Kokhlikyan, F Dalvi, N Durrani
arXiv preprint arXiv:2105.08039, 2021
72021
PyTorch Captum. 2019
N Kokhlikyan, V Miglani, M Martin, E Wang, J Reynolds, A Melnikov, ...
URL: https://github. com/pytorch/captum, 0
6
A tour of visualization techniques for computer vision datasets
B Alsallakh, P Bhattacharya, V Feng, N Kokhlikyan, O Reblitz-Richardson, ...
arXiv preprint arXiv:2204.08601, 2022
52022
Instantiating resources of an IT-service
JE Arwe, G Breiter, M Chodorowski, F Dross, N Kokhlikyan, HA Le, ...
US Patent 9,515,866, 2016
52016
Error discovery by clustering influence embeddings
F Wang, J Adebayo, S Tan, D Garcia-Olano, N Kokhlikyan
Advances in Neural Information Processing Systems 36, 41765-41777, 2023
32023
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