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G

Gal Chechik

Bar-Ilan University - Faculty of Exact Sciences  ·  Bar-Ilan University
H-index: 64  ·  Citations: 19105  ·  Papers: —
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Matched Keywords

perception

Research Areas (CRIS Fingerprint)

Reinforcement LearningZero-shot LearningLearning SettingsVisual ConceptsSymmetric ElementsPerception ModuleOne-shot LearningProviding InstructionsSemantic DescriptionUnknown UnknownsDeductive ReasoningReasoning FrameworkSupervised Learning MethodInternal StorageNovel LabelsOpen WorldTraining ModelPopularLong TailScene GraphHypernetworkPersonalized Federated LearningGraph Neural NetworkCongestion ControlOr Long-tail LearningDomain AdaptationGaussian ProcessPoint CloudLearning AlgorithmSelf-supervised LearningLabeled SampleGenerative ModelsDeep ModelGeneralized Zero-shot LearningVision-languageMulti-task LearningGaussian Process ClassifierImageNetPartial ObservabilityPrincipled ApproachLow Data RegimesPerformance ImprovementObject RegionLearning ObjectsObject PermanenceDeep RankingDOA TrackingNVIDIAObject LocalizationBargaining GameReinforcement LearningTraining ModelLearning ApproachDomain AdaptationDecision Support SystemDeductive ReasoningSupervised LearningInternal Memorysemantic descriptionTraining DataCongestion ControlFederated LearningPoint CloudGenerative ModelLanguage ModelingGraph RepresentationFeature VectorShape RecognitionSelf-Supervised LearningTextual DescriptionMutual InformationLarge Data SetLearning SystemsMultitask LearningTracking AlgorithmContrastive LearningVisual FeatureParallel Tree SearchVideo RepresentationImage SynthesisGraph Neural NetworkVideo SynthesisRepresentation LearningObject DetectionObject PermanenceRepresentation LanguageLocal StructureMarkov Decision ProcessTree SearchLearning ObjectsImage RetrievalImage RepresentationObject RepresentationMulti-Objective OptimizationAction RecognitionSystems-Based ReasoningOperating PointReasoning TaskRecognition AccuracyIncremental Few-shot Learning

Publications (50 linked — showing top 20)

A foundation model for continuous glucose monitoring data2026
Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions2026
MaskedManipulator: Versatile Whole-Body Control for Loco-Manipulation2025
OmnimatteZero: Fast Training-free Omnimatte with Pre-trained Video Diffusion Models2025
Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion2025
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models2025
IT3: Idempotent Test-Time Training2025
Policy Gradient with Tree Expansion2025
LIGHTNING-FAST IMAGE INVERSION AND EDITING FOR TEXT-TO-IMAGE DIFFUSION MODELS2025
ADD-IT: TRAINING-FREE OBJECT INSERTION IN IMAGES WITH PRETRAINED DIFFUSION MODELS2025
PlaMo: Plan and Move in Rich 3D Physical Environments2025
Classifier-Guided Captioning Across Modalities2025
LCM-Lookahead for Encoder-Based Text-to-Image Personalization2025
MaskedMimic: Unified Physics-Based Character Control Through Masked Motion Inpainting2024
DiffUHaul: A Training-Free Method for Object Dragging in Images2024
Iteration-Free quantum approximate optimization algorithm using neural networks2024
Training-Free Consistent Text-to-Image Generation2024
Generating Images of Rare Concepts Using Pre-trained Diffusion Models2024
Late to the party? On-demand unlabeled personalized federated learning2024
Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval2024