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A Fast and Robust BERT-based Dialogue State Tracker for Schema-Guided Dialogue Dataset

Aug 27, 2020
Vahid Noroozi, Yang Zhang, Evelina Bakhturina, Tomasz Kornuta

* Accepted to the Workshop on Conversational Systems Towards Mainstream Adoption at KDD 2020 

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Transfer Learning in Visual and Relational Reasoning

Nov 27, 2019
T. S. Jayram, Vincent Marois, Tomasz Kornuta, Vincent Albouy, Emre Sevgen, Ahmet S. Ozcan

* 20 pages 

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PyTorchPipe: a framework for rapid prototyping of pipelines combining language and vision

Oct 18, 2019
Tomasz Kornuta

* Paper accepted for SysML 2019 workshop at 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

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Leveraging Medical Visual Question Answering with Supporting Facts

May 28, 2019
Tomasz Kornuta, Deepta Rajan, Chaitanya Shivade, Alexis Asseman, Ahmet S. Ozcan

* Working notes from the ImageCLEF 2019 VQA-Med competition 

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On transfer learning using a MAC model variant

Nov 16, 2018
Vincent Marois, T. S. Jayram, Vincent Albouy, Tomasz Kornuta, Younes Bouhadjar, Ahmet S. Ozcan

* Paper accepted for Visually Grounded Interaction and Language (ViGIL) Workshop, NIPS 2018, Montreeal, Canada 

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Learning to Remember, Forget and Ignore using Attention Control in Memory

Sep 28, 2018
T. S. Jayram, Younes Bouhadjar, Ryan L. McAvoy, Tomasz Kornuta, Alexis Asseman, Kamil Rocki, Ahmet S. Ozcan

* 20 pages 

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Using Multi-task and Transfer Learning to Solve Working Memory Tasks

Sep 28, 2018
T. S. Jayram, Tomasz Kornuta, Ryan L. McAvoy, Ahmet S. Ozcan

* 16 pages 

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Object-based reasoning in VQA

Jan 29, 2018
Mikyas T. Desta, Larry Chen, Tomasz Kornuta

* 10 pages, 15 figures, published as a conference paper at 2018 IEEE Winter Conf. on Applications of Computer Vision (WACV'2018) 

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Surprisal-Driven Zoneout

Dec 13, 2016
Kamil Rocki, Tomasz Kornuta, Tegan Maharaj

* Published at the Continual Learning and Deep Networks Workshop; NIPS 2016 

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Utilization of Deep Reinforcement Learning for saccadic-based object visual search

Oct 20, 2016
Tomasz Kornuta, Kamil Rocki

* Paper submitted to special session on Machine Intelligence organized during 23rd International AUTOMATION Conference 

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