Search Results for author: Sayan Sinha

Found 7 papers, 4 papers with code

MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection

no code implementations15 Sep 2021 Aayushi Agarwal, Akshay Agarwal, Sayan Sinha, Mayank Vatsa, Richa Singh

MD-CSDNetwork is a novel cross-stitched network with two parallel branches carrying the spatial and frequency information, respectively.

DeepFake Detection Face Swapping

Co-designing Intelligent Control of Building HVACs and Microgrids

1 code implementation18 Jul 2021 Rumia Masburah, Sayan Sinha, Rajib Lochan Jana, Soumyajit Dey, Qi Zhu

Building loads consume roughly 40% of the energy produced in developed countries, a significant part of which is invested towards building temperature-control infrastructure.

Reinforcement Learning (RL)

RESPER: Computationally Modelling Resisting Strategies in Persuasive Conversations

1 code implementation EACL 2021 Ritam Dutt, Sayan Sinha, Rishabh Joshi, Surya Shekhar Chakraborty, Meredith Riggs, Xinru Yan, Haogang Bao, Carolyn Penstein Rosé

Our experiments reveal the asymmetry of power roles in non-collaborative goal-directed conversations and the benefits accrued from incorporating resisting strategies on the final conversation outcome.

Persuasion Strategies

Two-Sided Fairness in Non-Personalised Recommendations

1 code implementation10 Nov 2020 Aadi Swadipto Mondal, Rakesh Bal, Sayan Sinha, Gourab K Patro

Analysing the results obtained from voting rule-based recommendation, we find that while the well-known voting rules are better from the user side, they show high bias values and clearly not suitable for organisational requirements of the platforms.

Fairness Recommendation Systems +1

NARMADA: Need and Available Resource Managing Assistant for Disasters and Adversities

1 code implementation WS 2020 Kaustubh Hiware, Ritam Dutt, Sayan Sinha, Sohan Patro, Kripabandhu Ghosh, Saptarshi Ghosh

Although a lot of research has been done on utilising Online Social Media during disasters, there exists no system for a specific task that is critical in a post-disaster scenario -- identifying resource-needs and resource-availabilities in the disaster-affected region, coupled with their subsequent matching.

Information Retrieval Management +1

Analysing the Extent of Misinformation in Cancer Related Tweets

no code implementations30 Mar 2020 Rakesh Bal, Sayan Sinha, Swastika Dutta, Rishabh Joshi, Sayan Ghosh, Ritam Dutt

This helps spread awareness regarding the various causes, cures and prevention methods of cancer.


Modelling Bahdanau Attention using Election methods aided by Q-Learning

no code implementations10 Nov 2019 Rakesh Bal, Sayan Sinha

Neural Machine Translation has lately gained a lot of "attention" with the advent of more and more sophisticated but drastically improved models.

Decoder Machine Translation +2

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