Deval Mehta

According to our database, Deval Mehta authored at least 23 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Adaptive transformer modelling of density function for nonparametric survival analysis.

Xin Zhang, Deval Mehta, Yanan Hu, Chao Zhu, David Darby, Zhen Yu, Daniel Merlo, Melissa Gresle, Anneke van der Walt, Helmut Butzkueven, Zongyuan Ge

Mach. Learn., January, 2025

M3CoL: Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification.

Raja Kumar, Raghav Singhal, Pranamya Prashant Kulkarni, Deval Mehta, Kshitij Sharad Jadhav

Trans. Mach. Learn. Res., 2025

Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models.

Deval Mehta, Yiwen Jiang, Catherine L. Jan, Mingguang He, Kshitij S. Jadhav, Zongyuan Ge

Proceedings of the Information Processing in Medical Imaging, 2025

Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models.

Yiwen Jiang, Deval Mehta, Wei Feng, Zongyuan Ge

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

IMPROVE: Improving Medical Plausibility without Reliance on HumanValidation - An Enhanced Prototype-Guided Diffusion Framework.

Anurag Shandilya, Swapnil Bhat, Akshat Gautam, Subhash Yadav, Siddharth Bhatt, Deval Mehta, Kshitij S. Jadhav

CoRR, 2024

One Shot GANs for Long Tail Problem in Skin Lesion Dataset using novel content space assessment metric.

Kunal Deo, Deval Mehta, Kshitij S. Jadhav

CoRR, 2024

Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification.

Raja Kumar, Raghav Singhal, Pranamya Prashant Kulkarni, Deval Mehta, Kshitij S. Jadhav

CoRR, 2024

2023

Revisiting the ECM-KEEM protocol with Vedic multiplier for enhanced speed on FPGA platforms.

C. T. Poomagal, G. A. Sathish Kumar, Deval Mehta

J. Ambient Intell. Humaniz. Comput., 2023

Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis.

Deval Mehta, Brigid Betz-Stablein, Toàn D. Nguyên, Yaniv Gal, Adrian Bowling, Martin Haskett, Maithili Sashindranath, C. Paul Bonnington, Victoria Mar, H. Peter Soyer, Zongyuan Ge

CoRR, 2023

TPMIL: Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification.

Litao Yang, Deval Mehta, Sidong Liu, Dwarikanath Mahapatra, Antonio Di Ieva, Zongyuan Ge

CoRR, 2023

Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification.

Litao Yang, Deval Mehta, Sidong Liu, Dwarikanath Mahapatra, Antonio Di Ieva, Zongyuan Ge

Proceedings of the Medical Imaging with Deep Learning, 2023

Deep Survival Analysis in Multiple Sclerosis.

Xin Zhang, Deval Mehta, Chao Zhu, Daniel Merlo, Yanan Hu, Melissa Gresle, David Darby, Anneke van der Walt, Helmut Butzkueven, Zongyuan Ge

Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

Privacy-Preserving Early Detection of Epileptic Seizures in Videos.

Deval Mehta, Shobi Sivathamboo, Hugh Simpson, Patrick Kwan, Terence J. O'Brien, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Multidimensional racism classification during COVID-19: stigmatization, offensiveness, blame, and exclusion.

Xin Pei, Deval Mehta

Soc. Netw. Anal. Min., 2022

Multi-dimensional Racism Classification during COVID-19: Stigmatization, Offensiveness, Blame, and Exclusion.

Xin Pei, Deval Mehta

CoRR, 2022

Leukocyte Classification Using Multimodal Architecture Enhanced by Knowledge Distillation.

Litao Yang, Deval Mehta, Dwarikanath Mahapatra, Zongyuan Ge

Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022

Out-of-Distribution Detection for Long-Tailed and Fine-Grained Skin Lesion Images.

Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Beyond a binary of (non)racist tweets: A four-dimensional categorical detection and analysis of racist and xenophobic opinions on Twitter in early Covid-19.

Xin Pei, Deval Mehta

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Multi level key exchange and encryption protocol for internet of things (IoT).

C. T. Poomagal, G. A. Sathish Kumar, Deval Mehta

Comput. Syst. Sci. Eng., 2020

#Coronavirus or #Chinesevirus?!: Understanding the negative sentiment reflected in Tweets with racist hashtags across the development of COVID-19.

Xin Pei, Deval Mehta

CoRR, 2020

A Family of Subfield Hyperelliptic Curves for Use in Cryptography.

Anindya Ganguly, Abhijit Das, Dipanwita Roy Chowdhury, Deval Mehta

Proceedings of the Information and Communications Security - 22nd International Conference, 2020

2019

RACE: Randomized Counter Mode of Authenticated Encryption using Cellular Automata.

Tapadyoti Banerjee, Bijoy Das, Deval Mehta, Dipanwita Roy Chowdhury

Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019

2014

AEC: A Practical Scheme for Authentication with Error Correction.

Abhrajit Sengupta, Dhiman Saha, Shamit Ghosh, Deval Mehta, Dipanwita Roy Chowdhury

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2014