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Kushal Kafle
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Remind your neural network to prevent catastrophic forgetting
TL Hayes, K Kafle, R Shrestha, M Acharya, C Kanan
European Conference on Computer Vision, 466-483, 2020
2492020
Visual question answering: Datasets, algorithms, and future challenges
K Kafle, C Kanan
Computer Vision and Image Understanding 163, 3-20, 2017
2452017
An analysis of visual question answering algorithms
K Kafle, C Kanan
Proceedings of the IEEE international conference on computer vision, 1965-1973, 2017
2412017
Dvqa: Understanding data visualizations via question answering
K Kafle, B Price, S Cohen, C Kanan
Proceedings of the IEEE conference on computer vision and pattern …, 2018
2052018
Answer-type prediction for visual question answering
K Kafle, C Kanan
Proceedings of the IEEE conference on computer vision and pattern …, 2016
1582016
On the value of out-of-distribution testing: An example of goodhart's law
D Teney, E Abbasnejad, K Kafle, R Shrestha, C Kanan, ...
Advances in neural information processing systems 33, 407-417, 2020
1382020
Data augmentation for visual question answering
K Kafle, M Yousefhussien, C Kanan
Proceedings of the 10th International Conference on Natural Language …, 2017
1342017
Answer them all! toward universal visual question answering models
R Shrestha, K Kafle, C Kanan
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
972019
Learning to predict visual attributes in the wild
K Pham, K Kafle, Z Lin, Z Ding, S Cohen, Q Tran, A Shrivastava
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
642021
TallyQA: Answering complex counting questions
M Acharya, K Kafle, C Kanan
Proceedings of the AAAI conference on artificial intelligence 33 (01), 8076-8084, 2019
632019
A negative case analysis of visual grounding methods for vqa
R Shrestha, K Kafle, C Kanan
arXiv preprint arXiv:2004.05704, 2020
492020
Answering questions about data visualizations using efficient bimodal fusion
K Kafle, R Shrestha, S Cohen, B Price, C Kanan
Proceedings of the IEEE/CVF Winter conference on applications of computer …, 2020
472020
Challenges and prospects in vision and language research
K Kafle, R Shrestha, C Kanan
Frontiers in Artificial Intelligence 2, 28, 2019
422019
An investigation of critical issues in bias mitigation techniques
R Shrestha, K Kafle, C Kanan
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
282022
Question answering for data visualizations
S Cohen, K Kafle, B Price
US Patent 10,754,851, 2020
192020
Improving closed and open-vocabulary attribute prediction using transformers
K Pham, K Kafle, Z Lin, Z Ding, S Cohen, Q Tran, A Shrivastava
European Conference on Computer Vision, 201-219, 2022
122022
Occamnets: Mitigating dataset bias by favoring simpler hypotheses
R Shrestha, K Kafle, C Kanan
European Conference on Computer Vision, 702-721, 2022
122022
Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations
Z Yang, K Kafle, F Dernoncourt, V Ordonez
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
92023
Aesop: Abstract encoding of stories, objects, and pictures
H Ravi, K Kafle, S Cohen, J Brandt, M Kapadia
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
72021
Do we need fully connected output layers in convolutional networks?
Z Qian, TL Hayes, K Kafle, C Kanan
arXiv preprint arXiv:2004.13587, 2020
72020
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