#Variational Inference

3개의 포스트

[논문리뷰] ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential Recommendation

arXiv에 게시된 'ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential Recommendation' 논문에 대한 자세한 리뷰입니다.

#Review #Sequential Recommendation #Latent Reasoning #Manifold Constraint #Adaptive Computation #Graph Neural Networks #Variational Inference #Teacher Scheduling #Drift Prevention

2026년 2월 23일

[논문리뷰] Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs

Bo Bai이 arXiv에 게시한 'Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs' 논문에 대한 자세한 리뷰입니다.

#Review #Semantic Information Theory #Large Language Models #Directed Information #Rate-Distortion Function #Granger Causality #Token Embedding #Transformer Architecture #Variational Inference

2025년 11월 9일

[논문리뷰] Variational Reasoning for Language Models

arXiv에 게시된 'Variational Reasoning for Language Models' 논문에 대한 자세한 리뷰입니다.

#Review #Variational Inference #Language Models #Reasoning #ELBO #IWAE #Reinforcement Learning #Latent Variables #Forward-KL

2025년 9월 29일