Výsledky vyhledávání - "Banerjee, Debapriya"

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Attacks against Ranking Algorithms with Text Embeddings: a Case Study on Recruitment Algorithms

Autor: Samadi, Anahita, Banerjee, Debapriya, Nilizadeh, Shirin

Recently, some studies have shown that text classification tasks are vulnerable to poisoning and evasion attacks. However, little work has investigated attacks against decision making algorithms that use text embeddings, and their output is a ranking

Externí odkaz: http://arxiv.org/abs/2108.05490

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Sequential Late Fusion Technique for Multi-modal Sentiment Analysis

Autor: Banerjee, Debapriya, Lygerakis, Fotios, Makedon, Fillia

Multi-modal sentiment analysis plays an important role for providing better interactive experiences to users. Each modality in multi-modal data can provide different viewpoints or reveal unique aspects of a user's emotional state. In this work, we us

Externí odkaz: http://arxiv.org/abs/2106.11473

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A Survey on Contrastive Self-supervised Learning

Autor: Jaiswal, Ashish, Babu, Ashwin Ramesh, Zadeh, Mohammad Zaki, Banerjee, Debapriya, Makedon, Fillia

Self-supervised learning has gained popularity because of its ability to avoid the cost of annotating large-scale datasets. It is capable of adopting self-defined pseudo labels as supervision and use the learned representations for several downstream

Externí odkaz: http://arxiv.org/abs/2011.00362

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Assembly of particle strings via isotropic potentials

Autor: Banerjee, Debapriya, Lindquist, Beth A., Jadrich, Ryan B., Truskett, Thomas M.

Publikováno v: J. Chem. Phys. 150, 124903 (2019)

Assembly of spherical colloidal particles into extended structures, including linear strings, in the absence of directional interparticle bonding interactions or external perturbation could facilitate the design of new functional materials. Here, we

Externí odkaz: http://arxiv.org/abs/1901.04659

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