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Nilesh Ahuja
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Properties determining choice of mother wavelet
N Ahuja, S Lertrattanapanich, NK Bose
IEE Proceedings-Vision, Image and Signal Processing 152 (5), 659-664, 2005
1552005
Superresolution and noise filtering using moving least squares
NK Bose, NA Ahuja
IEEE Transactions on Image Processing 15 (8), 2239-2248, 2006
1322006
Anomalib: A deep learning library for anomaly detection
S Akcay, D Ameln, A Vaidya, B Lakshmanan, N Ahuja, U Genc
2022 IEEE International Conference on Image Processing (ICIP), 1706-1710, 2022
622022
Probabilistic Modeling of Deep Features for Out-of-Distribution and Adversarial Detection
NA Ahuja, I Ndiour, T Kalyanpur, O Tickoo
Bayesian Deep Learning Workshop, NeurIPS 2019, 2019
542019
Devices and methods for accurately identifying objects in a vehicle's environment
N Ahuja, I Ndiour, JF Leon, DG Gutierrez, R Krishnan, M Subedar, ...
US Patent 11,586,854, 2023
332023
Semantic-preserving image compression
N Patwa, N Ahuja, S Somayazulu, O Tickoo, S Varadarajan, S Koolagudi
2020 IEEE International Conference on Image Processing (ICIP), 1281-1285, 2020
332020
Deep Probabilistic Models to Detect Data Poisoning Attacks
M Subedar, N Ahuja, R Krishnan, IJ Ndiour, O Tickoo
Bayesian Deep Learning Workshop, NeurIPS 2019, 2019
172019
Out-of-distribution detection with subspace techniques and probabilistic modeling of features
I Ndiour, N Ahuja, O Tickoo
arXiv preprint arXiv:2012.04250, 2020
142020
Methods and apparatus to obtain well-calibrated uncertainty in Deep Neural Networks
R Krishnan, O Tickoo, N Ahuja, I Ndiour, M Subedar
US Patent App. 17/133,072, 2021
122021
Design of Large Field-of-View High-Resolution Miniaturized Imaging System
N Ahuja
Pennsylvania State University, 2008
102008
Mitigating sampling bias and improving robustness in active learning
R Krishnan, A Sinha, N Ahuja, M Subedar, O Tickoo, R Iyer
arXiv preprint arXiv:2109.06321, 2021
82021
Multidimensional generalized sampling theorem for wavelet based image superresolution
NA Ahuja, NK Bose
2006 International Conference on Image Processing, 1589-1592, 2006
82006
A low-complexity approach to rate-distortion optimized variable bit-rate compression for split dnn computing
P Datta, N Ahuja, VS Somayazulu, O Tickoo
2022 26th International Conference on Pattern Recognition (ICPR), 182-188, 2022
72022
Collaborative 3-D environment map for computer-assisted or autonomous driving vehicles
SG Sharma, SMI Alam, N Ahuja, A Kumar, J Martin, IJ Alvarez
US Patent 11,507,084, 2022
62022
incdfm: Incremental deep feature modeling for continual novelty detection
A Rios, N Ahuja, I Ndiour, U Genc, L Itti, O Tickoo
European Conference on Computer Vision, 588-604, 2022
62022
Continual active adaptation to evolving distributional shifts
A Machireddy, R Krishnan, N Ahuja, O Tickoo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
62022
Energy-Based Anomaly Detection and Localization
E Utku Genc, N Ahuja, IJ Ndiour, O Tickoo
International Conference on Learning Representations (ICLR) 2021, EBM Workshop, 2021
6*2021
Robust multimodal sensor fusion for autonomous driving vehicles
N Ahuja, IJ Alvarez, R Krishnan, IJ Ndiour, M Subedar, O Tickoo
US Patent App. 16/911,100, 2020
62020
Techniques for identifying and reducing block artifacts
NA Ahuja, JE Caviedes
US Patent 8,542,751, 2013
62013
Neural rate estimator and unsupervised learning for efficient distributed image analytics in split-DNN models
N Ahuja, P Datta, B Kanzariya, VS Somayazulu, O Tickoo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
52023
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