Publications by Research Theme

All 52 indexed papers, preprints, and patents, grouped into the three Pragmatic AI directions (plus foundational/other work). Links go to arXiv where available, otherwise Google Scholar.

Robust AI (34)

AI (language & vision) that stays reliable under high noise, degraded inputs, and realistic human text.

YearPaper / PreprintVenue
2026Multi-pathology Chest X-ray Classification with Rejection MechanismsScientific Reports, 2026
2026Reliable Extraction of Clinical Follow-Up Instructions: A Hybrid Neural-Symbolic PipelinearXiv preprint arXiv:2605.26560, 2026
2026IRC-Bench: Recognizing Entities from Contextual Cues in First-Person ReminiscencesarXiv preprint arXiv:2605.06142, 2026
2026Mapping License Plate Recoverability Under Extreme Viewing Angles for Opportunistic Urban SensingarXiv preprint arXiv:2604.23814, 2026
2026SeaAlert: Critical Information Extraction From Maritime Distress Communications with Large Language ModelsarXiv preprint arXiv:2604.14163, 2026
2026A benchmark for evaluating diagnostic questioning efficiency of LLMs in patient conversationsScientific Reports, 2026
2025Explainable Semantic Text Relations: A Question-Answering Framework for Comparing Document ContentInformation 16 (12), 1090, 2025
2025When Curiosity Signals Danger: Predicting Health Crises Through Online Medication InquiriesarXiv preprint, arXiv:2509.11802, 2025
2025From Fuzzy Speech to Medical Insight: Benchmarking LLMs on Noisy Patient NarrativesarXiv preprint, arXiv:2509.11803, 2025
2025An Interpretable Benchmark for Clickbait Detection and Tactic AttributionarXiv preprint, arXiv:2509.10937, 2025
2025Reading Between the Lines: Classifying Resume Seniority with Large Language ModelsArXiv preprint, arXiv:2509.09229, 2025
2025From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song LyricsarXiv preprint, arxiv 2509.05617, 2025
2025Code Review Without Borders: Evaluating Synthetic vs. Real Data for Review RecommendationArXiv preprint, arXiv:2509.04810, 2025
2025Do Large Language Models Need Intent? Revisiting Response Generation Strategies for Service AssistantarXiv preprint arXiv:2509.05006, 2025
2025Stitching the Story: Creating Panoramic Incident Summaries from Body-Worn FootagearXiv preprint arXiv:2509.04370, 2025
2025Beyond Words: Interjection Classification for Improved Human-Computer InteractionarXiv preprint arXiv:2509.03181, 2025
2022Early Detection of Engine Anomalies – A Case Study for AI-based Integrated Vehicle Health ManagementWCX SAE World Congress Experience, 2022
2021AI-based Signal Integrity Monitoring for Integrated Vehicle Health ManagementELIV 2021 (https://doi.org/10.51202/9783181023846) 2384 (1), 143 - 150, 2021
2018Robust Motion Compensation for Forensic Analysis of Egocentric Video using Joint Stabilization and Tracking2018 IEEE International Conference on the Science of Electrical Engineering …, 2018
2018Methods and systems for providing a response to an audio query where the response is determined to have a public safety impactUS Patent US10825450B2, 2018
2014Energy-Efficient Time-of-Flight Estimation in the Presence of Outliers: A Machine Learning ApproachIEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
2013Time of Flight Estimation in the Presence of Outliers: A biosonar-inspired machine learning approach
2013Accurate Blur Models vs. Image Priors in Single Image Super-ResolutionProceedings of the IEEE International Conference on Computer Vision, 2013
2013Time-of-Flight Estimation in the Presence of Outliers. Part II—Multiple Echo ProcessingIEEE transactions on geoscience and remote sensing, 1-8, 2013
2013Time of Flight Estimation in the Presence of Outliers Part I-Singe Echo ProcessingIEEE transactions on geoscience and remote sensing, 2013
2012Fusion of Biased Estimators Using Machine Learning for Time of Flight Estimation in the Presence of OutliersTel Aviv University, 2012
2012Semi-coherent time of arrival estimation using regressionThe Journal of the Acoustical Society of America 132 (2), 832-837, 2012
2011Biosonar-inspired source localization in low SNRInternational Conference on Bio-inspired Systems and Signal Processing …, 2011
2010SNR-dependent filtering for Time Of Arrival estimation in high noiseMachine Learning for Signal Processing (MLSP), 2010 IEEE International …, 2010
2009Detection of Underground Installations in Hostile EnvironmentsU.S. Army Research Office Report, 2009
2008A data fusion and multiple ping method for improving the resolution of low‐power acoustic and seismic sensing.The Journal of the Acoustical Society of America 124 (4_Supplement), 2597-2597, 2008
2005Multiscale segmentation by combining motion and intensity cuesComputer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer …, 2005
2005Method and apparatus for matching portions of input imagesUS Patent App. 10/598,027, 2005
Time of arrival estimation in low SNR

Spec-Driven Generative AI (4)

Generative AI (LLMs, diffusion) that produces data meeting strict, verifiable specifications.

YearPaper / PreprintVenue
2026DGLD: Domain-Gated Latent Diffusion for the Discovery of Novel Energetic MaterialsarXiv preprint arXiv:2605.26540, 2026
2026Toward a Benchmark for Controllable Simulation of Imperfect Students with Large Language ModelsarXiv preprint arXiv:2605.25601, 2026
2026A Controlled Synthetic Benchmark for Educational Aspect-Based Sentiment AnalysisarXiv preprint arXiv:2605.25502, 2026
2026LLM-guided headline rewriting for clickability enhancement without clickbaitarXiv preprint arXiv:2603.22459, 2026

Multi-Agent AI without Coordination (2)

Multiple AI agents that solve a shared task with no prior coordination or communication.

YearPaper / PreprintVenue
2026CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy BenchmarksarXiv preprint arXiv:2606.03650, 2026
2026Acting on the Unseen: Communication-Free Collaborative Filtering for Decentralized Multi-Robot Task AllocationarXiv preprint arXiv:2605.25584, 2026

Other / Foundations (12)

Patents, ML-systems, education, and foundational work outside the three research themes.

YearPaper / PreprintVenue
2026Framing, Judging, Steering: An Assessable Competency Model for Teaching Students to Reason With Generative AIarXiv preprint arXiv:2606.05983, 2026
2026CalexNet: Soft Cascade-Aligned Training and Calibration for Lightweight Early-Exit BranchesElectronics, 2026, 2026
2025System and method for determining a score for a driver of a vehicle as part of a fleet of vehiclesIL Patent App. IL308,506 A, 2025
2025Generative AI-Based Platform for Deliberate Teaching Practice: A Review and a Suggested FrameworkEducation Sciences 15 (405), 2025
2024DTC Rulebook generation system and methodUS Patent App. US-20240338980-A1, 2024
2024A system and method for the unification and optimization of machine learning inference pipelinesUS Patent App. 18/251,542, 2024
2024System and method for model configuration selectionUS Patent 11,868,899, 2024
2023System and method for model training for a new signal based on metadata representations of known signalsUS Patent App. 18/297,661, 2023
2022System and method for physical model based machine learningUS Patent App. 17/824,941, 2022
2022A system and method for feature selection recommendationEP Patent EP4099623A1, 2022
2008Search User InterfaceUS Patent App. 12/194,550, 2008
1998A circular graph—counterexample to the Duchet kernel conjectureDiscrete Mathematics 178 (1-3), 229-231, 1998