Colin Samplawski

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Physical Activity

Object Detectors

Top Venues

AIChallengeIoT@SenSys

Publications

Hui Wei, Maxwell A. Xu, Colin Samplawski, James M. Rehg, Santosh Kumar, Benjamin M. Marlin
Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation. CoRR (2024)
Jason Wu, Ziqi Wang, Xiaomin Ouyang, Ho Lyun Jeong, Colin Samplawski, Lance M. Kaplan, Benjamin M. Marlin, Mani B. Srivastava
FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors. CoRR (2024)
Ho Lyun Jeong, Ziqi Wang, Colin Samplawski, Jason Wu, Shiwei Fang, Lance M. Kaplan, Deepak Ganesan, Benjamin M. Marlin, Mani B. Srivastava
GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors. CoRR (2024)
Colin Samplawski, Shiwei Fang, Ziqi Wang, Deepak Ganesan, Mani B. Srivastava, Benjamin M. Marlin
Heteroskedastic Geospatial Tracking with Distributed Camera Networks. CoRR (2023)
Colin Samplawski, Shiwei Fang, Ziqi Wang, Deepak Ganesan, Mani B. Srivastava, Benjamin M. Marlin
Heteroskedastic Geospatial Tracking with Distributed Camera Networks. UAI (2023)
Benjamin M. Marlin, Niranjan Suri, Shiwei Fang, Mani B. Srivastiva, Colin Samplawski, Ziqi Wang, Maggie B. Wigness
IoBT-MAX: a Multimodal Analytics eXperimentation Testbed for IoBT Research. MILCOM (2023)
Meet P. Vadera, Colin Samplawski, Benjamin M. Marlin
Uncertainty Quantification Using Query-Based Object Detectors. ECCV Workshops (8) (2022)
Colin Samplawski, Benjamin M. Marlin
Towards Transformer-Based Real-Time Object Detection at the Edge: A Benchmarking Study. MILCOM (2021)
Shiwei Fang, Jin Huang, Colin Samplawski, Deepak Ganesan, Benjamin M. Marlin, Tarek F. Abdelzaher, Maggie B. Wigness
Optimizing Intelligent Edge-clouds with Partitioning, Compression and Speculative Inference. MILCOM (2021)
Jinyang Li, Runyu Ma, Vikram Sharma Mailthody, Colin Samplawski, Benjamin M. Marlin, Songqing Chen, Shuochao Yao, Tarek F. Abdelzaher
Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUs. MILCOM (2021)
Jin Huang, Colin Samplawski, Deepak Ganesan, Benjamin M. Marlin, Heesung Kwon
CLIO: enabling automatic compilation of deep learning pipelines across IoT and cloud. MobiCom (2020)
Colin Samplawski, Erik G. Learned-Miller, Heesung Kwon, Benjamin M. Marlin
Zero-Shot Learning in the Presence of Hierarchically Coarsened Labels. CVPR Workshops (2020)
Colin Samplawski, Jin Huang, Deepak Ganesan, Benjamin M. Marlin
Towards Objection Detection Under IoT Resource Constraints: Combining Partitioning, Slicing and Compression. AIChallengeIoT@SenSys (2020)
Colin Samplawski, Jannik Wolff, Tassilo Klein, Moin Nabi
Learning Graph-Based Priors for Generalized Zero-Shot Learning. CoRR (2020)
Colin Samplawski, Heesung Kwon, Erik G. Learned-Miller, Benjamin M. Marlin
Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification. CoRR (2019)