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Maksims Volkovs
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DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers


Jun 07, 2022
Sajad Norouzi, Rasa Hosseinzadeh, Felipe Perez, Maksims Volkovs

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X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval


Mar 28, 2022
Satya Krishna Gorti, Noel Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu

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* CVPR 2022 
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ProxyFL: Decentralized Federated Learning through Proxy Model Sharing


Nov 22, 2021
Shivam Kalra, Junfeng Wen, Jesse C. Cresswell, Maksims Volkovs, Hamid R. Tizhoosh

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Temporal Dependencies in Feature Importance for Time Series Predictions


Jul 29, 2021
Clayton Rooke, Jonathan Smith, Kin Kwan Leung, Maksims Volkovs, Saba Zuberi

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Weakly Supervised Action Selection Learning in Video


May 06, 2021
Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guangwei Yu

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* CVPR 2021 
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Learning Effective Visual Relationship Detector on 1 GPU


Dec 12, 2019
Yichao Lu, Cheng Chang, Himanshu Rai, Guangwei Yu, Maksims Volkovs

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Cross-Class Relevance Learning for Temporal Concept Localization


Nov 19, 2019
Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Ilya Stanevich, Guangwei Yu

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Semi-Supervised Exploration in Image Retrieval


Jun 12, 2019
Cheng Chang, Himanshu Rai, Satya Krishna Gorti, Junwei Ma, Chundi Liu, Guangwei Yu, Maksims Volkovs

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Diabetes Mellitus Forecasting Using Population Health Data in Ontario, Canada


Apr 08, 2019
Mathieu Ravaut, Hamed Sadeghi, Kin Kwan Leung, Maksims Volkovs, Laura C. Rosella

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* 18 pages, 3 figures, 8 Tables, Submitted to 2019 ML for Healthcare conference 
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Unsupervised Document Embedding With CNNs


Feb 20, 2018
Chundi Liu, Shunan Zhao, Maksims Volkovs

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* Major revision with additional experiments and model description 
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