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A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids


Oct 24, 2022
Abhijeet Bishnu, Ankit Gupta, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain, Mathini Sellathurai, Tharmalingam Ratnarajah


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Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks


Oct 20, 2022
Ankit Gupta, Ida-Maria Sintorn


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Analyzing Transformers in Embedding Space


Sep 06, 2022
Guy Dar, Mor Geva, Ankit Gupta, Jonathan Berant


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Long Range Language Modeling via Gated State Spaces


Jul 02, 2022
Harsh Mehta, Ankit Gupta, Ashok Cutkosky, Behnam Neyshabur


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On the Parameterization and Initialization of Diagonal State Space Models


Jun 23, 2022
Albert Gu, Ankit Gupta, Karan Goel, Christopher Ré


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Diagonal State Spaces are as Effective as Structured State Spaces


Mar 27, 2022
Ankit Gupta


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Machine Learning-based Urban Canyon Path Loss Prediction using 28 GHz Manhattan Measurements


Feb 10, 2022
Ankit Gupta, Jinfeng Du, Dmitry Chizhik, Reinaldo A. Valenzuela, Mathini Sellathurai

* Accepted for publication at IEEE Transactions on Antennas and Propagation 

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SCROLLS: Standardized CompaRison Over Long Language Sequences


Jan 10, 2022
Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy


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Memory-efficient Transformers via Top-$k$ Attention


Jun 13, 2021
Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant


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