Gil Lederman

According to our database, Gil Lederman authored at least 12 papers between 2016 and 2026.

Collaborative distances:

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

2026

NSFL: A Post-Training Neuro-Symbolic Fuzzy Logic Framework for Boolean Operators in Neural Embeddings.

Vladi Vexler, Ofer Idan, Gil Lederman, Dima Sivov

CoRR, April, 2026

Few Shots Text to Image Retrieval: New Benchmarking Dataset and Optimization Methods.

Ofer Idan, Vladi Vexler, Gil Lederman, Dima Sivov, Aviad Cohen Zada, Shir Niego Komforti

CoRR, March, 2026

2024

Does the Performance of Text-to-Image Retrieval Models Generalize Beyond Captions-as-a-Query?

Juan Manuel Rodriguez, Nima Tavassoli, Eliezer Levy, Gil Lederman, Dima Sivov, Matteo Lissandrini, Davide Mottin

Proceedings of the Advances in Information Retrieval, 2024

2023

Rotation Invariant Quantization for Model Compression.

Joseph Kampeas, Yury Nahshan, Hanoch Kremer, Gil Lederman, Shira Zaloshinski, Zheng Li, Emir Haleva

CoRR, 2023

2021

Neural Guidance in Constraint Solvers.

Gil Lederman

PhD thesis, 2021

Demonstration Informed Specification Search.

Marcell Vazquez-Chanlatte, Ameesh Shah, Gil Lederman, Sanjit A. Seshia

CoRR, 2021

Learning Branching Heuristics for Propositional Model Counting.

Pashootan Vaezipoor, Gil Lederman, Yuhuai Wu, Chris J. Maddison, Roger B. Grosse, Sanjit A. Seshia, Fahiem Bacchus

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Gordian: Formal Reasoning-based Outlier Detection for Secure Localization.

Matthew Weber, Baihong Jin, Gil Lederman, Yasser Shoukry, Edward A. Lee, Sanjit A. Seshia, Alberto L. Sangiovanni-Vincentelli

ACM Trans. Cyber Phys. Syst., 2020

Learning Branching Heuristics for Propositional Model Counting.

Pashootan Vaezipoor, Gil Lederman, Yuhuai Wu, Chris J. Maddison, Roger B. Grosse, Edward A. Lee, Sanjit A. Seshia, Fahiem Bacchus

CoRR, 2020

Learning Heuristics for Quantified Boolean Formulas through Reinforcement Learning.

Gil Lederman, Markus N. Rabe, Sanjit A. Seshia, Edward A. Lee

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

Learning Heuristics for Automated Reasoning through Deep Reinforcement Learning.

Gil Lederman, Markus N. Rabe, Sanjit A. Seshia

CoRR, 2018

2016

Enhancing opacity of stochastic discrete event systems using insertion functions.

Yi-Chin Wu, Gil Lederman, Stéphane Lafortune

Proceedings of the 2016 American Control Conference, 2016