Inspired by the capabilities of transformer models, we introduce a novel method named Multivariate Time-Series Imputation with Transformers (MTSIT). This entails an unsupervised autoencoder model featuring a transformer encoder, leveraging unlabeled observed data for simultaneous reconstruction and imputation of multivariate time-series.
Applications are invited for postdoctoral researcher positions in the general area of optimization and learning of network systems. Competitive financial supports will be provided.
Candidates with a clear interest in the general area of network systems are encouraged to apply.
Specific areas of research include:
On 1 May 2024, Signal Processing Society (SPS) President-Elect Kostas Plataniotis became SPS President, creating a President-Elect vacancy.
Dear CI TC Members, Associate Members, and Affiliate Members,
Dear CI TC Members, Associate Members, and Affiliate Members,
Date: 11 November 2024
Chapter: Croatia Chapter
Chapter Chair: Tomislav Petkovic
Title: Deep Generative AI
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Welcome to the Summer 2024 Edition of the Speech and Language Processing Technical Committee (SLTC) Newsletter.
Date: 6 August 2024
Time: 1:00 PM ET (New York Time)
Presenter(s): Dr. Shinji Watanabe, Dr. Abdelrahman Mohamed
Dr. Karen Livescu, Dr. Hung-yi Lee, Dr. Tara Sainath,
Dr. Katrin Kirchhoff & Dr. Shang-Wen Li
Manuscript Due: 9 February 2025
Publication Date: September 2025
@ieeeSPS
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