Deval Mehta

According to our database, Deval Mehta authored at least 30 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection.

Talha Ilyas, Duong Nhu, Allison Thomas, Arie Levin, Lim Wei Yap, Shu Gong, David Vera Anaya, Yiwen Jiang, Deval Mehta, Ritesh Warty, Vinayak Smith, Maya Reddy, Euan Wallace, Wenlong Cheng, Zongyuan Ge, Faezeh Marzbanrad

CoRR, October, 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

Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation.

Duy Khoa Pham, Deval Mehta, Yiwen Jiang, Daniel Thom, Richard Shek-kwan Chang, Mohammad Nazem-Zadeh, Emma Foster, Timothy Fazio, Sarah Holper, Karin Verspoor, Jiahe Liu, Duong Nhu, Sarah Barnard, Terence J. O'Brien, Zhibin Chen, Jacqueline French, Patrick Kwan, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Privacy-Centric Seizure Diagnosis via Relation-Aware Fusion of Minimally-Invasive Modalities.

Talha Ilyas, Deval Mehta, Shobi Sivathamboo, Ilma Wijaya, Rob Steele, Hugh Simpson, Lyn Millist, Terence J. O'Brien, Patrick Kwan, Zongyuan Ge

Proceedings of the Applications of Medical Artificial Intelligence, 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

WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification.

Yiwen Jiang, Deval Mehta, Siyuan Yan, Yaling Shen, Zimu Wang, Zongyuan Ge

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks.

Kishore Gandhi Ponnambalam, Talha Ilyas, Shobi Sivathamboo, Zongyuan Ge, Patrick Kwan, Levin Kuhlmann, Deval Mehta

Proceedings of the AI 2025: Advances in Artificial Intelligence, 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

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

One Shot GANs for Long Tail Problem in Skin Lesion Dataset Using Novel Content Space Assessment Metric.

Kunal Deo, Deval Mehta, Kshitij S. Jadhav

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

2023

DeepActsNet: A deep ensemble framework combining features from face, hands, and body for action recognition.

Umar Asif, Deval Mehta, Stefan von Cavallar, Jianbin Tang, Stefan Harrer

Pattern Recognit., July, 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

Towards Automated and Marker-Less Parkinson Disease Assessment: Predicting UPDRS Scores Using Sit-Stand Videos.

Deval Mehta, Umar Asif, Tian Hao, Erhan Bilal, Stefan von Cavallar, Stefan Harrer, Jeffrey L. Rogers

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 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

DeepActsNet: Spatial and Motion features from Face, Hands, and Body Combined with Convolutional and Graph Networks for Improved Action Recognition.

Umar Asif, Deval Mehta, Stefan von Cavallar, Jianbin Tang, Stefan Harrer

CoRR, 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

2019

A Rotation-Invariant Additive Vector Sequence Based Star Pattern Recognition.

Deval Samirbhai Mehta, Shoushun Chen, Kay Soon Low

IEEE Trans. Aerosp. Electron. Syst., 2019

A Hamming Distance and Spearman Correlation Based Star Identification Algorithm.

Deval Samirbhai Mehta, Shoushun Chen, Kay Soon Low

IEEE Trans. Aerosp. Electron. Syst., 2019

2018

A Star Pattern Recognition Technique Based on the Binary Pattern Formed from the FFT Coefficients.

Deval Samirbhai Mehta, Shoushun Chen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

A spearman correlation based star pattern recognition.

Deval Samirbhai Mehta, Shoushun Chen

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017