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Maksims Volkovs

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Data-Efficient Multimodal Fusion on a Single GPU

Jan 02, 2024
Noël Vouitsis, Zhaoyan Liu, Satya Krishna Gorti, Valentin Villecroze, Jesse C. Cresswell, Guangwei Yu, Gabriel Loaiza-Ganem, Maksims Volkovs

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MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting

Nov 30, 2023
Linfeng Du, Ji Xin, Alex Labach, Saba Zuberi, Maksims Volkovs, Rahul G. Krishnan

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Self-supervised Representation Learning From Random Data Projectors

Oct 11, 2023
Yi Sui, Tongzi Wu, Jesse C. Cresswell, Ga Wu, George Stein, Xiao Shi Huang, Xiaochen Zhang, Maksims Volkovs

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DuETT: Dual Event Time Transformer for Electronic Health Records

Apr 25, 2023
Alex Labach, Aslesha Pokhrel, Xiao Shi Huang, Saba Zuberi, Seung Eun Yi, Maksims Volkovs, Tomi Poutanen, Rahul G. Krishnan

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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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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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