Vivek Natarajan
Title
Cited by
Cited by
Year
Towards vqa models that can read
A Singh, V Natarajan, M Shah, Y Jiang, X Chen, D Batra, D Parikh, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1382019
Underspecification presents challenges for credibility in modern machine learning
A D'Amour, K Heller, D Moldovan, B Adlam, B Alipanahi, A Beutel, ...
arXiv preprint arXiv:2011.03395, 2020
1232020
Pythia v0. 1: the winning entry to the vqa challenge 2018
Y Jiang, V Natarajan, X Chen, M Rohrbach, D Batra, D Parikh
arXiv preprint arXiv:1807.09956, 2018
1142018
A deep learning system for differential diagnosis of skin diseases
Y Liu, A Jain, C Eng, DH Way, K Lee, P Bui, K Kanada, ...
Nature medicine 26 (6), 900-908, 2020
1062020
Pythia-A platform for vision & language research
A Singh, V Natarajan, Y Jiang, X Chen, M Shah, M Rohrbach, D Batra, ...
64*2018
Contrastive training for improved out-of-distribution detection
J Winkens, R Bunel, AG Roy, R Stanforth, V Natarajan, JR Ledsam, ...
arXiv preprint arXiv:2007.05566, 2020
432020
Dermgan: Synthetic generation of clinical skin images with pathology
A Ghorbani, V Natarajan, D Coz, Y Liu
Machine Learning for Health Workshop, 155-170, 2020
262020
Big self-supervised models advance medical image classification
S Azizi, B Mustafa, F Ryan, Z Beaver, J Freyberg, J Deaton, A Loh, ...
arXiv preprint arXiv:2101.05224, 2021
242021
Supervised transfer learning at scale for medical imaging
B Mustafa, A Loh, J Freyberg, P MacWilliams, M Wilson, SM McKinney, ...
arXiv preprint arXiv:2101.05913, 2021
122021
Aggregating semantic information for improved understanding of users
V Natarajan, B Liu, X Liu, A Aly
US Patent 11,010,179, 2021
72021
Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
AG Roy, J Ren, S Azizi, A Loh, V Natarajan, B Mustafa, N Pawlowski, ...
arXiv preprint arXiv:2104.03829, 2021
52021
Processing multimodal user input for assistant systems
V Natarajan, SCP Mei, Z Zuo
US Patent 10,936,346, 2021
12021
Addressing the Real-world Class Imbalance Problem in Dermatology
WH Weng, J Deaton, V Natarajan, GF Elsayed, Y Liu
Machine Learning for Health, 415-429, 2020
12020
Building Customized User Profiles Based on Conversational Data
V Natarajan, W Yang, LIU Honglei, A Kumar
US Patent App. 15/967,239, 2019
12019
Human skeletal tracking using colour MSERs
V Natarajan
Proceedings of the 27th Conference on Image and Vision Computing New Zealand …, 2012
12012
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
A Karargyris, R Umeton, MJ Sheller, A Aristizabal, J George, S Bala, ...
arXiv preprint arXiv:2110.01406, 2021
2021
Execution engine for compositional entity resolution for assistant systems
V Natarajan, B Liu, S Gupta, K Mittal, S Martin
US Patent 11,093,551, 2021
2021
Ephemeral content digests for assistant systems
B Nelson, V Natarajan, SCP Mei, W Yang
US Patent 11,003,669, 2021
2021
Determining and servicing user intent with a virtual assistant
D Testuggine, W Yang, V Natarajan, BC Groel, J Framel, LN Landowski, ...
US Patent 10,877,784, 2020
2020
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