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Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising


Jun 25, 2022
Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim

* IAES International Journal of Artificial Intelligence, Vol. 11, No. 3, September 2022, pp. 961~968, ISSN: 2252-8938 

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Transfer learning for cancer diagnosis in histopathological images


Dec 31, 2021
Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim

* IAES International Journal of Artificial Intelligence (IJ-AI), Vol. 11, No. 1, March 2022, pp. 129~136 

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Collaborative adversary nodes learning on the logs of IoT devices in an IoT network


Dec 22, 2021
Sandhya Aneja, Melanie Ang Xuan En, Nagender Aneja


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NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation


Dec 06, 2021
Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Rishabh Gupta, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicolas Roberts, Juan Diego Rodriguez, Claude Roux, Vasconcellos P. H. S., Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib N. Shamsi, Xudong Shen, Haoyue Shi, Yiwen Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto, Aman Srivastava, KV Aditya Srivatsa, Tony Sun, Mukund Varma T, A Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Gloria Wang, Zijie J. Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmański, Tianbao Xie, Usama Yaseen, M. Yee, Jing Zhang, Yue Zhang

* 39 pages, repository at https://github.com/GEM-benchmark/NL-Augmenter 

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Network Traffic Analysis based IoT Device Identification


Sep 10, 2020
Rajarshi Roy Chowdhury, Sandhya Aneja, Nagender Aneja, Emeroylariffion Abas

* International Conference on Big Data and Internet of Things (BDIOT2020), August 22-24, 2020 

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Neural Machine Translation model for University Email Application


Jul 20, 2020
Sandhya Aneja, Siti Nur Afikah Bte Abdul Mazid, Nagender Aneja

* International Conference on Natural Language Processing (ICNLP 2020), July 11-13, 2020 
* International Conference on Natural Language Processing (ICNLP 2020), July 11-13, 2020 

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Transfer Learning using CNN for Handwritten Devanagari Character Recognition


Sep 19, 2019
Nagender Aneja, Sandhya Aneja


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Semi-Supervised Learning for Cancer Detection of Lymph Node Metastases


Jun 23, 2019
Amit Kumar Jaiswal, Ivan Panshin, Dimitrij Shulkin, Nagender Aneja, Samuel Abramov

* Accepted in CVPR 2019 Workshop Towards Causal, Explainable and Universal Medical Visual Diagnosis 

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