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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
642022
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
552019
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
342020
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
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
Robust multimodal sensor fusion for autonomous driving vehicles
N Ahuja, IJ Alvarez, R Krishnan, IJ Ndiour, M Subedar, O Tickoo
US Patent 11,983,625, 2024
62024
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
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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