Akshay Chaturvedi

According to our database, Akshay Chaturvedi authored at least 17 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Limits for learning with language models.

Nicholas Asher, Swarnadeep Bhar, Akshay Chaturvedi, Julie Hunter, Soumya Paul

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

2022

Ignorance is Bliss: Exploring Defenses Against Invariance-Based Attacks on Neural Machine Translation Systems.

Akshay Chaturvedi, Abhisek Chakrabarty, Masao Utiyama, Eiichiro Sumita, Utpal Garain

IEEE Trans. Artif. Intell., 2022

Analyzing Semantic Faithfulness of Language Models via Input Intervention on Conversational Question Answering.

Akshay Chaturvedi, Swarnadeep Bhar, Soumadeep Saha, Utpal Garain, Nicholas Asher

CoRR, 2022

MICaps: Multi-instance capsule network for machine inspection of Munro's microabscess.

Anabik Pal, Akshay Chaturvedi, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati, Alejandro F. Frangi, Utpal Garain

Comput. Biol. Medicine, 2022

2021

Mimic and Fool: A Task-Agnostic Adversarial Attack.

Akshay Chaturvedi, Utpal Garain

IEEE Trans. Neural Networks Learn. Syst., 2021

Pick-Object-Attack: Type-specific adversarial attack for object detection.

Omid Mohamad Nezami, Akshay Chaturvedi, Mark Dras, Utpal Garain

Comput. Vis. Image Underst., 2021

2020

Attacking VQA Systems via Adversarial Background Noise.

Akshay Chaturvedi, Utpal Garain

IEEE Trans. Emerg. Top. Comput. Intell., 2020

NeuMorph: Neural Morphological Tagging for Low-Resource Languages - An Experimental Study for Indic Languages.

Abhisek Chakrabarty, Akshay Chaturvedi, Utpal Garain

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

2019

Invariance-based Adversarial Attack on Neural Machine Translation Systems.

Akshay Chaturvedi, Abijith KP, Utpal Garain

CoRR, 2019

CNN-based Context Sensitive Lemmatization.

Abhisek Chakrabarty, Akshay Chaturvedi, Utpal Garain

Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019

2018

A Limitation of V-Matrix based Methods.

Niharika Gauraha, Akshay Chaturvedi

CoRR, 2018

Smart health-care monitoring system - Optical heart rate monitor.

Rahul Singh, Akshay Chaturvedi, C. K. Ramesha

Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

Severity Assessment of Psoriatic Plaques Using Deep CNN Based Ordinal Classification.

Anabik Pal, Akshay Chaturvedi, Utpal Garain, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati

Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

CapsDeMM: Capsule Network for Detection of Munro's Microabscess in Skin Biopsy Images.

Anabik Pal, Akshay Chaturvedi, Utpal Garain, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

CNN for Text-Based Multiple Choice Question Answering.

Akshay Chaturvedi, Onkar Arun Pandit, Utpal Garain

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2016

A Neural Lemmatizer for Bengali.

Abhisek Chakrabarty, Akshay Chaturvedi, Utpal Garain

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Severity grading of psoriatic plaques using deep CNN based multi-task learning.

Anabik Pal, Akshay Chaturvedi, Utpal Garain, Aditi Chandra, Raghunath Chatterjee

Proceedings of the 23rd International Conference on Pattern Recognition, 2016