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#Self-Supervised Learning

28개의 포스트

[논문리뷰] BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation

Xiaohua Wang이 arXiv에 게시한 'BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation' 논문에 대한 자세한 리뷰입니다.
#Review#Self-Supervised Learning#Code Generation#Documentation Generation#Back-Translation#Reinforcement Learning#Large Language Models (LLMs)#Code-Documentation Alignment#Low-Resource Languages
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[논문리뷰] Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads

Jiaheng Zhang이 arXiv에 게시한 'Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads' 논문에 대한 자세한 리뷰입니다.
#Review#LLM Reasoning Verification#Uncertainty Quantification (UQ)#UHeads#Process Reward Models (PRMs)#Chain-of-Thought (CoT)#Self-Supervised Learning#Computational Efficiency#Domain Generalization
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[논문리뷰] Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views

Junchi Yan이 arXiv에 게시한 'Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views' 논문에 대한 자세한 리뷰입니다.
#Review#Point Cloud Learning#Self-Supervised Learning#Cross Reconstruction#Decoupled Views#Generative Models#Positional Encoding#3D Vision
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[논문리뷰] Beyond Linear Bottlenecks: Spline-Based Knowledge Distillation for Culturally Diverse Art Style Classification

Abdelmalik Taleb-Ahmed이 arXiv에 게시한 'Beyond Linear Bottlenecks: Spline-Based Knowledge Distillation for Culturally Diverse Art Style Classification' 논문에 대한 자세한 리뷰입니다.
#Review#Kolmogorov-Arnold Networks#Knowledge Distillation#Art Style Classification#Self-Supervised Learning#Spline-Based Activation#Dual-Teacher#Gram Matrix
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