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Ameya Joshi
Ameya Joshi
Research Scientist @ Instadeep Ltd.
nyu.edu의 이메일 확인됨 - 홈페이지
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인용
연도
Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers
A Joshi, A Mukherjee, S Sarkar, C Hegde
International Conference on Computer Vision (ICCV), 2019
1132019
InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models
A Joshi, M Cho, V Shah, B Pokuri, S Sarkar, B Ganapathysubramanian, ...
The 34th AAAI Conference on Artificial Intelligence (AAAI 2020), 2020
46*2020
Fast inverse design of microstructures via generative invariance networks
XY Lee, JR Waite, CH Yang, BSS Pokuri, A Joshi, A Balu, C Hegde, ...
Nature Computational Science 1 (3), 229-238, 2021
372021
Selective network linearization for efficient private inference
M Cho, A Joshi, B Reagen, S Garg, C Hegde
International Conference on Machine Learning, 3947-3961, 2022
352022
Detection of diabetic macular edema in optical coherence tomography scans using patch based deep learning
A Vahadane, A Joshi, K Madan, TR Dastidar
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
272018
Revisiting self-distillation
M Pham, M Cho, A Joshi, C Hegde
arXiv preprint arXiv:2206.08491, 2022
162022
NeuFENet: neural finite element solutions with theoretical bounds for parametric PDEs
B Khara, A Balu, A Joshi, S Sarkar, C Hegde, A Krishnamurthy, ...
Engineering with Computers, 1-23, 2024
152024
Adversarially Robust Learning via Entropic Regularization
G Jagatap, A Joshi, AB Chowdhury, S Garg, C Hegde
Frontiers in artificial intelligence 4, 780843, 2022
152022
Adversarial token attacks on vision transformers
A Joshi, G Jagatap, C Hegde
arXiv preprint arXiv:2110.04337, 2021
152021
Deep generative models that solve pdes: Distributed computing for training large data-free models
S Botelho, A Joshi, B Khara, V Rao, S Sarkar, C Hegde, S Adavani, ...
2020 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2020
92020
Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models
A Mukherjee, A Joshi, S Sarkar, C Hegde
CVPR 2019, Workshop on Vision for All Seasons (VAS), 2019
92019
Espn: Extremely sparse pruned networks
M Cho, A Joshi, C Hegde
2021 IEEE Data Science and Learning Workshop (DSLW), 1-8, 2021
82021
Weakly supervised fluid filled region localization in retinal OCT scans
SR Athar, A Vahadane, A Joshi, TR Dastidar
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
82018
Generative Models for Solving Nonlinear Partial Differential Equations
A Joshi, V Shah, S Ghosal, B Pokuri, S Sarkar, B Ganapathysubramanian, ...
NeurIPS Workshop on ML for Physics, 2019, 2019
72019
Zero‐shot insect detection via weak language supervision
B Feuer, A Joshi, M Cho, S Chiranjeevi, ZK Deng, A Balu, AK Singh, ...
The Plant Phenome Journal 7 (1), e20107, 2024
62024
Vision-Language Models can Identify Distracted Driver Behavior from Naturalistic Videos
M Zahid Hasan, J Chen, J Wang, M Shaiqur Rahman, A Joshi, ...
arXiv e-prints, arXiv: 2306.10159, 2023
6*2023
Identity-preserving aging of face images via latent diffusion models
S Banerjee, G Mittal, A Joshi, C Hegde, N Memon
2023 IEEE International Joint Conference on Biometrics (IJCB), 1-10, 2023
52023
Generative semantic domain adaptation for perception in autonomous driving
A Mukherjee, A Joshi, A Sharma, C Hegde, S Sarkar
Journal of big data analytics in transportation 4 (2), 103-117, 2022
32022
A meta-analysis of distributionally-robust models
B Feuer, A Joshi, C Hegde
arXiv preprint arXiv:2206.07565, 2022
32022
Differentiable spline approximations
M Cho, A Balu, A Joshi, A Deva Prasad, B Khara, S Sarkar, ...
Advances in neural information processing systems 34, 20270-20282, 2021
32021
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학술자료 1–20