[{"data":1,"prerenderedAt":37},["ShallowReactive",2],{"post-document:\u002Fdeep_learning\u002Ftechnics\u002F2026\u002F08\u002F06\u002Ftraining-techniques-intermediate\u002F":3},{"id":4,"title":5,"body":6,"categories":17,"date":20,"description":21,"extension":22,"image":23,"key_concepts":23,"last_modified_at":23,"legacyPath":24,"meta":25,"navigation":27,"part":23,"path":28,"published":27,"robots":23,"seo":29,"series":23,"stem":30,"strengths":23,"summary":31,"tags":32,"tradeoffs":23,"__hash__":36},"posts\u002Fposts\u002FDeep_Learning\u002FTechnics\u002F2026-08-06-training-techniques-intermediate.md","딥러닝 중급 학습 테크닉",{"type":7,"value":8,"toc":13},"minimark",[9],[10,11,12],"p",{},"중급 학습 테크닉\nLabel Smoothing\nMixUp\nCutMix\nKnowledge Distillation\nCurriculum Learning\nHard Negative Mining\nFocal Loss 활용\nTest-Time Augmentation\nPseudo Labeling\nSelf-training\nMulti-stage Fine-tuning\nStochastic Weight Averaging\nCosine Annealing\nOne-Cycle Policy\nHyperparameter Search",{"title":14,"searchDepth":15,"depth":15,"links":16},"",2,[],[18,19],"Deep_Learning","Technics","2026-08-06 00:00:00 +0900","Label Smoothing, MixUp, CutMix, Knowledge Distillation, Pseudo Labeling 등 중급 학습 기법을 정리한다.","md",null,"\u002Fdeep_learning\u002Ftechnics\u002F2026\u002F08\u002F06\u002Ftraining-techniques-intermediate\u002F",{"layout":26},"post",true,"\u002Fposts\u002Fdeep_learning\u002Ftechnics\u002F2026-08-06-training-techniques-intermediate",{"title":5,"description":21},"posts\u002FDeep_Learning\u002FTechnics\u002F2026-08-06-training-techniques-intermediate","모델의 일반화 성능을 개선하기 위한 중급 딥러닝 학습 기법을 정리한다.",[33,34,35],"Deep Learning","Training","Advanced Techniques","ak3diMWzgCFfPRm3gDuiJd_kqiXRM_N27uHd4QQbKLA",1788744789187]