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Benjamin M. Marlin · SciRah

Researcher profile · Semantic Scholar

Benjamin M. Marlin

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Benjamin M. Marlin — researcher profile on SciRah

h-index: 7
Works: 22
Citations: 229

Most-cited papers

CLIO: enabling automatic compilation of deep learning pipelines across IoT and cloud
Jin Huang, Colin Samplawski, Deepak Ganesan, Benjamin M. Marlin +1 more
2020ACM/IEEE International Conference on Mobile Computing and Networking96 citations
Semantic Scholar
Will Distributed Computing Revolutionize Peace? The Emergence of Battlefield IoT
T. Abdelzaher, Nora Ayanian, T. Başar, S. Diggavi +20 more
2018IEEE International Conference on Distributed Computing Systems34 citations
Semantic Scholar
Artificial Intelligence and Technology Collaboratories: Innovating aging research and Alzheimer's care
P. Abadir, Esther S Oh, R. Chellappa, N. Choudhry +16 more
2024Alzheimer's & Dementia22 citations Open access
Semantic Scholar
Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUs
Jin-Yang Li, Runyu Ma, Vikram Sharma Mailthody, Colin Samplawski +4 more
2021IEEE Military Communications Conference15 citations
Semantic Scholar
Using Mobile Sensors to Study Personality Dynamics
B. Wiernik, D. Ones, Benjamin M. Marlin, Casey Giordano +15 more
202010 citations
Semantic Scholar
Towards Objection Detection Under IoT Resource Constraints: Combining Partitioning, Slicing and Compression
Colin Samplawski, Jin Huang, Deepak Ganesan, Benjamin M. Marlin
2020AIChallengeIoT@SenSys9 citations
Semantic Scholar
Heteroskedastic Geospatial Tracking with Distributed Camera Networks
Colin Samplawski, Shiwei Fang, Ziqi Wang, Deepak Ganesan +2 more
2023Conference on Uncertainty in Artificial Intelligence7 citations Open access
Semantic Scholar
Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation
Hui Wei, Maxwell A. Xu, Colin Samplawski, James M. Rehg +2 more
2024ACM Conference on Health, Inference, and Learning6 citations
Semantic Scholar
IoBT-MAX: a Multimodal Analytics eXperimentation Testbed for IoBT Research
Benjamin M. Marlin, Niranjan Suri, Shiwei Fang, M. B. Srivastiva +3 more
2023IEEE Military Communications Conference5 citations
Semantic Scholar
On Uncertainty and Robustness in Large-Scale Intelligent Data Fusion Systems
Benjamin M. Marlin, T. Abdelzaher, G. Ciocarlie, Adam D. Cobb +10 more
2020International Conference on Cognitive Machine Intelligence5 citations
Semantic Scholar
GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors
Ho Lyun Jeong, Ziqi Wang, Colin Samplawski, Jason Wu +5 more
2024arXiv.org4 citations
Semantic Scholar
Discriminating cocaine use from other sympathomimetics using wearable electrocardiographic (ECG) sensors
G. Angarita, B. Pittman, Annamalai Nararajan, Talia F. Mayerson +6 more
2023Drug and Alcohol Dependence3 citations Open access
Semantic Scholar
Design and Deployment of a Multi-Modal Multi-Node Sensor Data Collection Platform
Shiwei Fang, Ankur Sarker, Ziqi Wang, M. Srivastava +2 more
2022ACM International Conference on Embedded Networked Sensor Systems3 citations Open access
Semantic Scholar
Towards Transformer-Based Real-Time Object Detection at the Edge: A Benchmarking Study
Colin Samplawski, Benjamin M. Marlin
2021IEEE Military Communications Conference3 citations
Semantic Scholar
FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors
Jason Wu, Ziqi Wang, Xiaomin Ouyang, Ho Lyun Jeong +4 more
2024IEEE/RJS International Conference on Intelligent RObots and Systems2 citations Open access
Semantic Scholar
Sparsity priors and boosting for learning localized distributed feature representations
Bo Chen, Kevin Swersky, Benjamin M. Marlin, N. de Freitas
20102 citations
Semantic Scholar
End-to-End Differentiable Multi-View Tracking: Architecture and Fine-Tuning Experiments
Colin Samplawski, Shiwei Fang, Benjamin M. Marlin
2025Fusion1 citations
Semantic Scholar
Uncertainty Quantification Using Query-Based Object Detectors
Meet P. Vadera, Colin Samplawski, Benjamin M. Marlin
2022ECCV Workshops1 citations
Semantic Scholar
Optimizing Intelligent Edge-clouds with Partitioning, Compression and Speculative Inference
Shiwei Fang, Jin Huang, Colin Samplawski, Deepak Ganesan +3 more
2021IEEE Military Communications Conference1 citations
Semantic Scholar
Probing the 3D Object-Level Understanding of Pre-Trained Detection Transformers
Robin Kim, Colin Samplawski, Benjamin M. Marlin
20260 citations
Semantic Scholar
THE "I" IN THE EYE
A. Mayberry, Yamin Tun, Pan Hu, Duncan Smith-Freedman +3 more
2016GETMBL0 citations
Semantic Scholar
Experiments in Collaborative Filtering with the Aspect Model
Benjamin M. Marlin
0 citations
Semantic Scholar

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Colin Samplawski×13
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