• Search: "DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Theory and Algorithms"

Showing 1 - 20 of 53

1

Likelihood Scouting via Map Inversion for a Posterior-Sampled Particle Filter
Simone Servadio ; Department of Aerospace Engineering
IEEE Transactions on Aerospace and Electronic Systems. 61:505-521

DegreeDisciplines::Physi... FOS: Computer and inform... Differential Algebra Computer Science - Infor... Information Theory (cs.I... Orbit Determination …
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2

CQS-Attention: Scaling Up the Standard Attention Computation for Infinitely Long Sequences
Yiming Bian ; Arun K. Somani ; Department of Electrical and Computer Engineering
IEEE Access, Vol 13, Pp 35527-35538 (2025)

DegreeDisciplines::Physi... Attention computation parallel algorithm DegreeDisciplines::Engin... transformer Electrical engineering.... …
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3

Acoustic Resolution Photoacoustic Microscopy Imaging Enhancement: Integration of Group Sparsity With Deep Denoiser Prior
Zhengyuan Zhang ; Zuozhou Pan ; Zhuoyi Lin ; et al.
IEEE Transactions on Image Processing. 34:522-537

DegreeDisciplines::Physi... Non-local self-similarit... Acoustic resolution phot... DegreeDisciplines::Engin... DegreeDisciplines::Engin... Photoacoustic imaging …
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4

A study of natural robustness of deep reinforcement learning algorithms towards adversarial perturbations
Qisai Liu ; Xian Yeow Lee ; Soumik Sarkar ; et al.
AI Open, Vol 5, Iss, Pp 126-141 (2024)

DegreeDisciplines::Physi... Deep reinforcement learn... White-box attack Heuristic-based attacks Gradient-based attacks Electronic computers. Co... …
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5

Data-Driven Modeling and Design of Sustainable High Tg Polymers
Liu, Qinrui ; Forrester, Michael F ; Dileep, Dhananjay ; et al.
https://doi.org/10.3390/ijms26062743.

DegreeDisciplines::Engin... DegreeDisciplines::Physi... DegreeDisciplines::Physi... DegreeDisciplines::Physi... sustainable polymers glass transition tempera... …
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6

CQS-Attention: Scaling Up the Standard Attention Computation for Infinitely Long Sequences
Bian, Yiming ; Somani, Arun ; Department of Electrical and Computer Engineering
https://doi.org/10.1109/ACCESS.2025.3544550.

DegreeDisciplines::Physi... DegreeDisciplines::Engin... DegreeDisciplines::Engin... Attention computation cyclic quorum sets parallel algorithm …
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7

Learning Ensembles of Interpretable Simple Structure
Arwade, Gaurav ; Olafsson, Sigurdur ; Industrial and Manufacturing Systems Engineering
https://doi.org/10.48550/arXiv.2502.19602.

DegreeDisciplines::Busin... DegreeDisciplines::Physi... DegreeDisciplines::Physi... Simple structure ensemble learning model explainability …
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8

Dominating Set Model Aggregation for Communication-Efficient Decentralized Deep Learning
Fateme Fotouhi ; Aditya Balu ; Zhanhong Jiang ; et al.
Neural Networks. 171:25-39

DegreeDisciplines::Physi... convergence rate connected dominating set DegreeDisciplines::Engin... Deep Learning distributed deep learnin... …
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9

Fiduciary Responsibility: Facilitating Public Trust in Automated Decision Making
Harper, Shannon ; Weber, Eric S. ; Sociology (CALS) ; et al.
Journal of Social Computing, Vol 3, Iss 4, Pp 345-362 (2022)

H1-99 FOS: Computer and inform... Computer Science - Artif... 05 social sciences Computer Science - Human... K.4.2 …
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10

Artificial Intelligence for Colonoscopy: Past, Present, and Future
Wallapak Tavanapong ; JungHwan Oh ; Michael A. Riegler ; et al.
IEEE J Biomed Health Inform

Artificial intelligence DegreeDisciplines::Engin... DegreeDisciplines::Physi... Colonoscopy 02 engineering and techn... Article …
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11

Out-of-Distribution Detection Algorithms for Robust Insect Classification
Saadati, Mojdeh ; Balu, Aditya ; Chiranjeevi, Shivani ; et al.
https://doi.org/10.34133/plantphenomics.0170.

DegreeDisciplines::Physi... DegreeDisciplines::Engin... DegreeDisciplines::Life... DegreeDisciplines::Life...
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12

A study of natural robustness of deep reinforcement learning algorithms towards adversarial perturbations
Liu, Qisai ; Lee, Xian Yeow ; Sarkar, Soumik ; et al.
https://doi.org/10.1016/j.aiopen.2024.08.005.

DegreeDisciplines::Physi... DegreeDisciplines::Engin... Deep reinforcement learn... Adversarial attacks Black-box attacks White-box attack …
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13

Clustering Mashups by Integrating Structural and Semantic Similarities Using Fuzzy AHP
Weifeng Pan ; Xinxin Xu ; Hua Ming ; et al.
International Journal of Web Services Research. 18:34-57

DegreeDisciplines::Physi... Mashup Clustering Service Computing Genetic Algorithm 0202 electrical engineer... DegreeDisciplines::Physi... …
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14

Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing
Nirala, Ashutosh ; Joshi, Ameya ; Sarkar, Soumik ; et al.
https://doi.org/10.48550/arXiv.2311.09024.

DegreeDisciplines::Physi... DegreeDisciplines::Engin... DegreeDisciplines::Engin... Vision-language models CLIP robustness …
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15

Computational Tools for Real-time Analysis of High-throughput High-resolution TEM (HRTEM) Images of Conjugated Polymers
Gamdha, Dhruv ; Fair, Ryan ; Krishnamurthy, Adarsh ; et al.
https://doi.org/10.48550/arXiv.2411.03474.

DegreeDisciplines::Engin... DegreeDisciplines::Physi... DegreeDisciplines::Engin... HRTEM Real-time analytics Graph algorithms
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16

Dominating Set Model Aggregation for communication-efficient decentralized deep learning
Fotouhi, Fateme ; Balu, Aditya ; Jiang, Zhanhong ; et al.
https://doi.org/10.1016/j.neunet.2023.11.057.

DegreeDisciplines::Physi... DegreeDisciplines::Engin... DegreeDisciplines::Engin... distributed deep learnin... communication-efficient convergence rate …
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17

Acoustic Resolution Photoacoustic Microscopy Imaging Enhancement: Integration of Group Sparsity With Deep Denoiser Prior
Zhang, Zhengyuan ; Pan, Zuozhou ; Lin, Zhuoyi ; et al.
https://doi.org/10.1109/TIP.2025.3526065.

DegreeDisciplines::Engin... DegreeDisciplines::Physi... DegreeDisciplines::Engin... Acoustic resolution phot... Deep Plug-and-Play prior Group sparsity prior …
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18

Distilling physical origins of hardness in multi-principal element alloys directly from ensemble neural network models
D. Beniwal ; P. Singh ; S. Gupta ; et al.
npj Computational Materials, Vol 8, Iss 1, Pp 1-11 (2022)

DegreeDisciplines::Physi... QA76.75-76.765 DegreeDisciplines::Engin... 0103 physical sciences TA401-492 Computer software …
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19

Latent Diffusion Models for Structural Component Design
Herron, Ethan ; Rade, Jaydeep ; Jignasu, Anushrut ; et al.
https://doi.org/10.48550/arXiv.2309.11601.

DegreeDisciplines::Engin... DegreeDisciplines::Physi... DegreeDisciplines::Engin...
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20

Artificial Intelligence for Colonoscopy: Past, Present, and Future
Tavanapong, Wallapak ; Oh, JungHwan ; Riegler, Michael A. ; et al.
https://doi.org/10.1109/JBHI.2022.3160098.

DegreeDisciplines::Physi... DegreeDisciplines::Physi... DegreeDisciplines::Engin... Artificial intelligence medical image analysis real-time systems …
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