AI Faculty

Researchers and educators working on artificial intelligence at the Hebrew University.

Yedid Hoshen

Yedid Hoshen

Prof.

Hoshen Lab

Computer VisionSelf-Supervised LearningAnomaly Detection
Yossi Adi

Yossi Adi

Dr.

Adi Lab

Spoken Language ModelsSpeech ProcessingAudio Generation
Raanan Fattal

Raanan Fattal

Prof.

Fattal Lab

Generative ModelsDiffusion ModelsDeep Learning
Sagie Benaim

Sagie Benaim

Dr.

Benaim Lab

3D ReconstructionGenerative ModelsVideo Synthesis
Michael Werman

Michael Werman

Prof. (Emeritus)

Werman Lab

Computer VisionPoint Cloud AnalysisGeometric Algorithms
Yair Weiss

Yair Weiss

Prof.

Weiss Lab

Computer VisionProbabilistic ModelsBayesian Inference
Shmuel Peleg

Shmuel Peleg

Prof. (Emeritus)

Peleg Lab

Video UnderstandingSuper-ResolutionEgocentric Video
Daphna Weinshall

Daphna Weinshall

Prof.

Weinshall Lab

Machine LearningActive LearningComputer Vision
Roy Schwartz

Roy Schwartz

Prof.

Schwartz NLP Lab

Natural Language ProcessingModel EfficiencySustainability
Amir Feder

Amir Feder

Dr.

Feder Lab

NLPCausal InferenceDecision Making
Gabriel Stanovsky

Gabriel Stanovsky

Prof.

SLAB

NLPMultilingual ModelingDocument Understanding
Omri Abend

Omri Abend

Prof.

NLP and Cognitive Science

Semantic RepresentationLanguage AcquisitionBayesian Modeling
Tom Hope

Tom Hope

Dr.

Hope Lab

LLM AgentsScientific DiscoveryMedical AI
Or Ordentlich

Or Ordentlich

Prof.

Ordentlich Lab

LLM QuantizationEfficient InferenceInformation Theory
Amit Daniely

Amit Daniely

Prof.

Daniely Lab

Learning TheoryML Foundations
Mor Nitzan

Mor Nitzan

Prof.

Nitzan Lab

Single-Cell GenomicsSpatial TranscriptomicsTissue Modeling
Yaakov Nahmias

Yaakov Nahmias

Prof.

Nahmias Lab

Tissue DynamicsDrug DevelopmentHybrid Models
Dina Schneidman

Dina Schneidman

Prof.

Schneidman Lab

Protein StructureAntibody DesignTherapeutic AI
Nir Friedman

Nir Friedman

Prof.

Friedman Lab

Gene RegulationProbabilistic ModelsComputational Biology
Tommy Kaplan

Tommy Kaplan

Prof.

Kaplan Lab

DNA MethylationCell-Free DNAClinical AI
Leo Joskowicz

Leo Joskowicz

Prof.

Joskowicz Lab (CASMIP)

Medical ImagingComputer-Aided SurgerySurgical Navigation
Barak Raveh

Barak Raveh

Dr.

Raveh Lab

Dynamic Biological SystemsComputational BiologyMulti-Scale Modeling
Katrina Ligett

Katrina Ligett

Prof.

Ligett Lab

Differential PrivacyAlgorithmic FairnessAI Policy
Orna Kupferman

Orna Kupferman

Prof.

Kupferman Lab

Formal MethodsVerificationGame Theory
Noam Nisan

Noam Nisan

Prof.

Learning in Markets and Games

Algorithmic Game TheoryMarket DesignStrategic Learning
Gil Segev

Gil Segev

Prof.

Segev Lab

CryptographyML SecurityPrivacy
Guy Katz

Guy Katz

Prof.

Katz Lab

Neural Network VerificationAI SafetyFormal Methods
Michael Schapira

Michael Schapira

Prof.

Schapira Lab

Networked SystemsDatacenter OptimizationDeep Learning
Oded Schwartz

Oded Schwartz

Prof.

Schwartz Lab

Matrix MultiplicationAI AccelerationAlgorithms
Amir Gilad

Amir Gilad

Dr.

Gilad Lab

Data QualityDifferential PrivacyML Fairness
Dafna Shahaf

Dafna Shahaf

Prof.

Hyadata Lab

Data ScienceHuman CognitionKnowledge Discovery
Tsevi Beatus

Tsevi Beatus

Prof.

Micro Flight Lab

Computational PhysicsHigh-Speed ImagingBiological Flight
Yair Bartal

Yair Bartal

Prof.

Bartal Lab

VR for Mental HealthClinical AIHuman-Computer Interaction
Ido Sivan Sevilla

Ido Sivan Sevilla

Dr.

Sivan Sevilla Lab

AI GovernanceAI AccountabilityPublic Sector AI