Shivam Raval

Research archive

Publications & projects

Work across AI interpretability, visualization, and interactive systems. Conference papers, preprints, and research explorables.

Google Scholar

27 of 27 publications & projects

Updated September 17, 2026

2026

2025

Improving Mars Colour Camera Images Through a Multi-Step Enhancement Pipeline

S Raval, I Misra, SM Moorthi, D Dhar

IEEE NCIA 2025

Where Do Doctors Disagree? Characterizing Decision Points for Safe RL in Choosing Vasopressor Treatment

E Brown, S Raval, A Rojas, J Yao, S Parbhoo, LA Celi, S Swaroop, ...

AMIA Annual Symposium 2024

Augmenting X-ray Astronomical Representations with Scientific Knowledge through Contrastive Learning

JR Martínez-Galarza, NOP Vago, S Raval, C Cuesta-Lazaro, M Weber, DA Melis, A Accomazzi, C Garraffo, J Knutson, R Thill, CB Green, I Ahangama

ICLR Re-Align Workshop 2025

2024

2023

Explain-and-Test: An Interactive Machine Learning Framework for Exploring Text Embeddings

S Raval, C Wang, F Viégas, M Wattenberg

IEEE VIS 2023

2022

Identifying Structure in the MIMIC ICU Dataset

Z Chin, S Raval, F Doshi-Velez, M Wattenberg, LA Celi

NeurIPS 2022 Workshop — Learning from Time Series for Health

2021

SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations

H Sedghamiz, S Raval, E Santus, T Alhanai, M Ghassemi

EMNLP Findings 2021

Exploring a Unified Sequence-to-Sequence Transformer for Medical Product Safety Monitoring in Social Media

S Raval, H Sedghamiz, E Santus, T Alhanai, M Ghassemi, E Chersoni

EMNLP Findings 2021

Establishing a Nearly Closed Cycling Transition in a Polyatomic Molecule

L Baum, NB Vilas, C Hallas, BL Augenbraun, S Raval, D Mitra, JM Doyle

Physical Review A, 103(4)

2020

Assessment and Mitigation of Aerosol Airborne SARS-CoV-2 Transmission in Laboratory and Office Environments

BL Augenbraun, ZD Lasner, D Mitra, S Prabhu, S Raval, H Sawaoka, ...

J. of Occupational and Environmental Hygiene