Articles by Maeghal Jain

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Maeghal Jain

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Solving Bayesian inverse problems with diffusion priors and off-policy RL

3 days ago by Luca Scimeca and others

Machine Learning, Artificial Intelligence

On the Feasibility of Using LLMs to Execute Multistage Network Attacks

6 March 2025 by Brian Singer and others

Cryptography and Security, Artificial Intelligence

Topo Goes Political: TDA-Based Controversy Detection in Imbalanced Reddit Political Data

5 March 2025 by Arvindh Arun and others

Social and Information Networks

Learning diverse attacks on large language models for robust red-teaming and safety tuning

28 February 2025 by Seanie Lee and others

Computation and Language, Cryptography and Security

ASHABot: An LLM-Powered Chatbot to Support the Informational Needs of Community Health Workers

13 February 2025 by Pragnya Ramjee and others

Human-Computer Interaction

UVGS: Reimagining Unstructured 3D Gaussian Splatting using UV Mapping

11 February 2025 by Aashish Rai and others

Computer Vision and Pattern Recognition

CataractBot: An LLM-Powered Expert-in-the-Loop Chatbot for Cataract Patients

11 February 2025 by Pragnya Ramjee and others

Human-Computer Interaction, Machine Learning

Even denominator fractional quantum Hall states in the zeroth Landau level of monolayer-like band of ABA trilayer graphene

10 February 2025 by Tanima Chanda and others

Mesoscale and Nanoscale Physics, Strongly Correlated Electrons

Amortizing intractable inference in diffusion models for vision, language, and control

13 January 2025 by Siddarth Venkatraman and others

Machine Learning, Computer Vision and Pattern Recognition

Conditional Consistency Guided Image Translation and Enhancement

3 January 2025 by Amil Bhagat and others

Computer Vision and Pattern Recognition, Machine Learning

AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis

2 January 2025 by Milan Jain and others

Machine Learning, Artificial Intelligence

SmartKC++: Improving Performance of Smartphone-Based Corneal Topographers

1 January 2025 by Vaibhav Ganatra and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Fuzzy Axions and Associated Relics

16 December 2024 by Elijah Sheridan and others

High Energy Physics, Cosmology and Nongalactic Astrophysics

Genome-wide association study reveals shared and distinct genetic architecture underlying fatty acid and bioactive oxylipin metabolites in the Hispanic Community Health Study/Study of Latinos (HCHS/SOL)

6 December 2024 by C. Downie and others at

University of North Carolina at Chapel Hill

Genetic and Genomic Medicine

RoCoDA: Counterfactual Data Augmentation for Data-Efficient Robot Learning from Demonstrations

25 November 2024 by Ezra Ameperosa and others

Robotics, Artificial Intelligence

Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery

25 November 2024 by Bhuvan Sachdeva and others

Computer Vision and Pattern Recognition

New insights into axion freeze-in

19 November 2024 by Mudit Jain and others

High Energy Physics, Cosmology and Nongalactic Astrophysics

PARPHOM: PARallel PHOnon calculator for Moiré systems

28 October 2024 by Shinjan Mandal and others at

Indian Institute of Science

Mesoscale and Nanoscale Physics, Materials Science

Quantum MASALA: Quantum MAterialS Ab initio eLectronic-structure pAckage

22 October 2024 by Shri Hari Soundararaj and others at

Indian Institute of Science

Materials Science, Computational Physics

Action abstractions for amortized sampling

19 October 2024 by Oussama Boussif and others

Machine Learning, Artificial Intelligence

HEALTH-PARIKSHA: Assessing RAG Models for Health Chatbots in Real-World Multilingual Settings

17 October 2024 by Varun Gumma and others

Computation and Language

Proof Flow: Preliminary Study on Generative Flow Network Language Model Tuning for Formal Reasoning

17 October 2024 by Matthew Ho and others

Computation and Language

Learnings from a Large-Scale Deployment of an LLM-Powered Expert-in-the-Loop Healthcare Chatbot

17 September 2024 by Bhuvan Sachdeva and others

Human-Computer Interaction

A Rigorous Multi-Laboratory Study of Known PDAC Biomarkers Identifies Increased Sensitivity and Specificity Over CA19-9 Alone

13 September 2024 by B. Haab and others

Cancer Biology

Electric field tunable superconductivity with competing orders in twisted bilayer graphene near magic-angle

12 September 2024 by Ranit Dutta and others

Mesoscale and Nanoscale Physics

Automated Discovery of Pairwise Interactions from Unstructured Data

11 September 2024 by Zuheng and others

Machine Learning

Multi-Fidelity Active Learning with GFlowNets

1 September 2024 by Álex Hernández-García and others

Machine Learning, Biomolecules

Possibilities for enhanced electron-phonon interactions and high-T_c superconductivity in engineered bimetallic nano-structured superlattices

28 August 2024 by Shinjan Mandal and others

Mesoscale and Nanoscale Physics, Materials Science

A Deadline-Aware Scheduler for Smart Factory using WiFi 6

22 August 2024 by Mohit Jain and others

Networking and Internet Architecture

HeCiX: Integrating Knowledge Graphs and Large Language Models for Biomedical Research

19 July 2024 by Prerana Sanjay Kulkarni and others

Computation and Language, Artificial Intelligence

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Genomics Bioinformatics Genetics Immunology Materials Science Neuroscience Cell Biology Cardiovascular Medicine Epidemiology Mesoscale and Nanoscale Physics Genetic and Genomic Medicine Infectious Diseases Gastroenterology Molecular Biology Atomic Physics