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jason718/awesome-self-supervised-learning

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

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jason718

jason718

jason718 • individual

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Created

Feb 10, 2018

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README Summary

Awesome Self-Supervised Learning[![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

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AI Dev Skills

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computer-visionmachine-learningnlpresearchself-supervised-learning

Tags

computer-visionmachine-learningnlpresearchself-supervised-learningAI SafetyAutomationAutonomous SystemsBenchmarkingComputer VisionCourseCurated ListDeep LearningDistillationEmbeddingsEvalsFine-TuningForkedGraspingHealthcare AIHumanoid RoboticsImage GenerationMachine LearningMobileMultimodal AIMusic TechOpenAIPlanning / CoTPoint Cloud / 3D VisionPose EstimationPrivacyPrivacy-Preserving AIPyTorchQuantizationReinforcement LearningResearch / PapersRobot LearningRoboticsSegmentationSpeech to TextStatisticsTransformersTutorial

Taxonomy

category

Foundation ModelsAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingGenerative MediaComputer VisionRoboticsDev Tools & AutomationLearning ResourcesIndustry: HealthcareIndustry: Audio & MusicSecurity & SafetyData Science & Analytics

Skill Areas

researchmachine-learningself-supervised-learningcomputer-visionnlp

tag

AI SafetyActiveAutomationAutonomous SystemsBenchmarkingComputer VisionCourseCurated ListDeep LearningDistillationEmbeddingsEvalsFine-TuningForkedGraspingHealthcare AIHumanoid RoboticsImage GenerationMachine LearningMobileMultimodal AIMusic TechOpenAIPlanning / CoTPoint Cloud / 3D VisionPose EstimationPrivacyPrivacy-Preserving AIPyTorchQuantizationReinforcement LearningResearch / PapersRobot LearningRoboticsSegmentationSpeech to TextStatisticsTransformersTutorial

Recent Activity

Updated 3 months ago

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SSL theory 2021-2024 part a (#135)

Panagiotis Koromilas • Feb 24, 2026

8ce285c

add paper (#136)

Adriano Vinhas • Feb 24, 2026

1b06c51

Quality

research
Quality
high
Maturity
research

Categories

Foundation ModelsPrimaryAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingGenerative MediaComputer VisionRoboticsSafety & AlignmentHealthcare & BiologyMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / MLDev Tools & AutomationLearning ResourcesIndustry: HealthcareIndustry: Audio & MusicSecurity & SafetyData Science & Analytics

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Cost & EfficiencySafety & AlignmentUser ExperienceData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture

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Timeline

Project created
Feb 10, 2018
Forked
Mar 31, 2026
Your last push
3 months ago
Upstream last push
3 months ago
Tracked since
Feb 24, 2026

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