Search Results - Samplawski, Colin

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  1. 1
    Towards Transformer-Based Real-Time Object Detection at the Edge: A Benchmarking Study

    Towards Transformer-Based Real-Time Object Detection at the Edge: A Benchmarking Study by Samplawski, Colin, Marlin, Benjamin M.

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  2. 2
    FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors

    FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors by Wu, Jason, Wang, Ziqi, Ouyang, Xiaomin, Jeong, Ho Lyun, Samplawski, Colin, Kaplan, Lance M., Marlin, Benjamin, Srivastava, Mani

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  3. 3
    IoBT-MAX: a Multimodal Analytics eXperimentation Testbed for IoBT Research

    IoBT-MAX: a Multimodal Analytics eXperimentation Testbed for IoBT Research by Marlin, Benjamin M., Suri, Niranjan, Fang, Shiwei, Srivastiva, Mani B., Samplawski, Colin, Wang, Ziqi, Wigness, Maggie

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  4. 4
    Optimizing Intelligent Edge-clouds with Partitioning, Compression and Speculative Inference

    Optimizing Intelligent Edge-clouds with Partitioning, Compression and Speculative Inference by Fang, Shiwei, Huang, Jin, Samplawski, Colin, Ganesan, Deepak, Marlin, Benjamin, Abdelzaher, Tarek, Wigness, Maggie B.

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  5. 5
    Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUs

    Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUs by Li, Jinyang, Ma, Runyu, Mailthody, Vikram Sharma, Samplawski, Colin, Marlin, Benjamin, Chen, Songqing, Yao, Shuochao, Abdelzaher, Tarek

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  6. 6
    Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation

    Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation by Wei, Hui, Xu, Maxwell A, Samplawski, Colin, Rehg, James M, Kumar, Santosh, Marlin, Benjamin M

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  7. 7
    Zero-Shot Learning in the Presence of Hierarchically Coarsened Labels

    Zero-Shot Learning in the Presence of Hierarchically Coarsened Labels by Samplawski, Colin, Learned-Miller, Erik, Kwon, Heesung, Marlin, Benjamin M.

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  8. 8
    FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors

    FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors by Wu, Jason, Wang, Ziqi, Ouyang, Xiaomin, Ho Lyun Jeong, Samplawski, Colin, Kaplan, Lance, Marlin, Benjamin, Srivastava, Mani

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  9. 9
    Heteroskedastic Geospatial Tracking with Distributed Camera Networks

    Heteroskedastic Geospatial Tracking with Distributed Camera Networks by Samplawski, Colin, Fang, Shiwei, Wang, Ziqi, Ganesan, Deepak, Srivastava, Mani, Marlin, Benjamin M

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  10. 10
    GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors

    GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors by Ho Lyun Jeong, Wang, Ziqi, Samplawski, Colin, Wu, Jason, Fang, Shiwei, Kaplan, Lance M, Ganesan, Deepak, Marlin, Benjamin, Srivastava, Mani

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  11. 11
    Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI

    Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI by Kaur, Ramneet, Samplawski, Colin, Cobb, Adam D, Roy, Anirban, Matejek, Brian, Acharya, Manoj, Elenius, Daniel, Berenbeim, Alexander M, Pavlik, John A, Bastian, Nathaniel D, Jha, Susmit

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  12. 12
    Learning Graph-Based Priors for Generalized Zero-Shot Learning

    Learning Graph-Based Priors for Generalized Zero-Shot Learning by Samplawski, Colin, Wolff, Jannik, Klein, Tassilo, Nabi, Moin

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  13. 13
    Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification

    Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification by Samplawski, Colin, Kwon, Heesung, Learned-Miller, Erik, Marlin, Benjamin M

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