Decentralized federated learning through proxy model sharing
Kalra, Shivam, Wen, Junfeng, Cresswell, Jesse C., Volkovs, Maksims, Tizhoosh, H. R.
Published in Nature communications (22.05.2023)
Published in Nature communications (22.05.2023)
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Journal Article
Weakly Supervised Action Selection Learning in Video
Ma, Junwei, Gorti, Satya Krishna, Volkovs, Maksims, Yu, Guangwei
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2021)
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Conference Proceeding
Predicting adverse outcomes due to diabetes complications with machine learning using administrative health data
Ravaut, Mathieu, Sadeghi, Hamed, Leung, Kin Kwan, Volkovs, Maksims, Kornas, Kathy, Harish, Vinyas, Watson, Tristan, Lewis, Gary F., Weisman, Alanna, Poutanen, Tomi, Rosella, Laura
Published in NPJ digital medicine (12.02.2021)
Published in NPJ digital medicine (12.02.2021)
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Journal Article
Development and Validation of a Machine Learning Model Using Administrative Health Data to Predict Onset of Type 2 Diabetes
Ravaut, Mathieu, Harish, Vinyas, Sadeghi, Hamed, Leung, Kin Kwan, Volkovs, Maksims, Kornas, Kathy, Watson, Tristan, Poutanen, Tomi, Rosella, Laura C
Published in JAMA network open (25.05.2021)
Published in JAMA network open (25.05.2021)
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Journal Article
Predicting hospitalisations related to ambulatory care sensitive conditions with machine learning for population health planning: derivation and validation cohort study
Yi, Seung Eun, Harish, Vinyas, Gutierrez, Jahir, Ravaut, Mathieu, Kornas, Kathy, Watson, Tristan, Poutanen, Tomi, Ghassemi, Marzyeh, Volkovs, Maksims, Rosella, Laura C
Published in BMJ open (01.04.2022)
Published in BMJ open (01.04.2022)
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Journal Article
Developing Machine Learning Algorithms on Routinely Collected Administrative Health Data - Lessons from Ontario, Canada
Harish, Vinyas, Ravaut, Mathieu, Yi, Seung Eun, Gutierrez, Jahir, Sadeghi, Hamed, Leung, Kin Kwan, Watson, Tristan, Kornas, Kathy, Poutanen, Tomi, Volkovs, Maksims, Rosella, Laura
Published in International journal of population data science (25.08.2022)
Published in International journal of population data science (25.08.2022)
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Journal Article
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval
Gorti, Satya Krishna, Vouitsis, Noel, Ma, Junwei, Golestan, Keyvan, Volkovs, Maksims, Garg, Animesh, Yu, Guangwei
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Context-aware Scene Graph Generation with Seq2Seq Transformers
Lu, Yichao, Rai, Himanshu, Chang, Jason, Knyazev, Boris, Yu, Guangwei, Shekhar, Shashank, Taylor, Graham W., Volkovs, Maksims
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Explore-Exploit Graph Traversal for Image Retrieval
Chang, Cheng, Yu, Guangwei, Liu, Chundi, Volkovs, Maksims
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Continuous data cleaning
Volkovs, Maksims, Fei Chiang, Szlichta, Jaroslaw, Miller, Renee J.
Published in 2014 IEEE 30th International Conference on Data Engineering (01.03.2014)
Published in 2014 IEEE 30th International Conference on Data Engineering (01.03.2014)
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Conference Proceeding
Retrieval & Fine-Tuning for In-Context Tabular Models
Thomas, Valentin, Ma, Junwei, Hosseinzadeh, Rasa, Golestan, Keyvan, Yu, Guangwei, Volkovs, Maksims, Caterini, Anthony
Year of Publication 07.06.2024
Year of Publication 07.06.2024
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Journal Article
MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting
Du, Linfeng, Xin, Ji, Labach, Alex, Zuberi, Saba, Volkovs, Maksims, Krishnan, Rahul G
Year of Publication 30.11.2023
Year of Publication 30.11.2023
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Journal Article
Data-Efficient Multimodal Fusion on a Single GPU
Vouitsis, Noel, Liu, Zhaoyan, Gorti, Satya Krishna, Villecroze, Valentin, Cresswell, Jesse C., Yu, Guangwei, Loaiza-Ganem, Gabriel, Volkovs, Maksims
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
Decentralized Federated Learning through Proxy Model Sharing
Kalra, Shivam, Wen, Junfeng, Cresswell, Jesse C, Volkovs, Maksims, Tizhoosh, Hamid R
Published in arXiv.org (23.05.2023)
Published in arXiv.org (23.05.2023)
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Paper
Journal Article