[논문리뷰] PLUME: Latent Reasoning Based Universal Multimodal EmbeddingarXiv에 게시된 'PLUME: Latent Reasoning Based Universal Multimodal Embedding' 논문에 대한 자세한 리뷰입니다.#Review#Universal Multimodal Embedding#Latent Reasoning#Multimodal Large Language Models#Chain-of-Thought#Semantic-Anchor-Guided#Curriculum Learning2026년 4월 6일댓글 수 로딩 중
[논문리뷰] Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware DecodingarXiv에 게시된 'Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding' 논문에 대한 자세한 리뷰입니다.#Review#Multimodal Large Reasoning Models (MLRMs)#Hallucinations#Entropy-Aware Decoding#Latent Reasoning#Visual Grounding#Decoding Strategies#Uncertainty Mitigation2026년 3월 17일댓글 수 로딩 중
[논문리뷰] ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential RecommendationarXiv에 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 Prevention2026년 2월 23일댓글 수 로딩 중
[논문리뷰] ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-ThoughtZhifeng Gao이 arXiv에 게시한 'ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought' 논문에 대한 자세한 리뷰입니다.#Review#Latent Reasoning#Chain-of-Thought#Variational Autoencoder#Visual-Text Compression#LLMs#Multi-modal Reasoning#Computational Efficiency2026년 2월 1일댓글 수 로딩 중
[논문리뷰] Latent Chain-of-Thought as Planning: Decoupling Reasoning from VerbalizationarXiv에 게시된 'Latent Chain-of-Thought as Planning: Decoupling Reasoning from Verbalization' 논문에 대한 자세한 리뷰입니다.#Review#Latent Reasoning#Chain-of-Thought (CoT)#Large Language Models (LLMs)#Planning#Reinforcement Learning#Mathematical Reasoning#Decoupling#Interpretability2026년 2월 1일댓글 수 로딩 중
[논문리뷰] Beyond Imitation: Reinforcement Learning for Active Latent PlanningWee Sun Lee이 arXiv에 게시한 'Beyond Imitation: Reinforcement Learning for Active Latent Planning' 논문에 대한 자세한 리뷰입니다.#Review#Large Language Models (LLMs)#Chain-of-Thought (CoT)#Latent Reasoning#Reinforcement Learning (RL)#Variational Autoencoder (VAE)#Active Planning#Numerical Reasoning#Coherence Reward2026년 1월 29일댓글 수 로딩 중
[논문리뷰] Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent ReasoningarXiv에 게시된 'Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning' 논문에 대한 자세한 리뷰입니다.#Review#Chain-of-Thought (CoT)#Large Language Models (LLMs)#Vision Language Models (VLMs)#Latent Reasoning#Visual Modality#Image Rendering#Computational Efficiency#Knowledge Distillation2026년 1월 21일댓글 수 로딩 중
[논문리뷰] Parallel Latent Reasoning for Sequential RecommendationYuning Jiang이 arXiv에 게시한 'Parallel Latent Reasoning for Sequential Recommendation' 논문에 대한 자세한 리뷰입니다.#Review#Sequential Recommendation#Latent Reasoning#Parallel Processing#Computational Scaling#Mixture of Experts#Contrastive Learning#Transformer Architecture2026년 1월 6일댓글 수 로딩 중
[논문리뷰] Latent Collaboration in Multi-Agent SystemsarXiv에 게시된 'Latent Collaboration in Multi-Agent Systems' 논문에 대한 자세한 리뷰입니다.#Review#Multi-Agent Systems#Large Language Models#Latent Space#Latent Reasoning#Latent Communication#KV Cache#Computational Efficiency#Training-Free2025년 11월 26일댓글 수 로딩 중
[논문리뷰] Scaling Latent Reasoning via Looped Language ModelsarXiv에 게시된 'Scaling Latent Reasoning via Looped Language Models' 논문에 대한 자세한 리뷰입니다.#Review#Looped Language Models#Latent Reasoning#Parameter Efficiency#Adaptive Computation#Pre-training Scaling#Knowledge Manipulation#Early Exit Mechanisms#Transformer Architecture2025년 10월 30일댓글 수 로딩 중
[논문리뷰] Parallel Test-Time Scaling for Latent Reasoning ModelsarXiv에 게시된 'Parallel Test-Time Scaling for Latent Reasoning Models' 논문에 대한 자세한 리뷰입니다.#Review#Latent Reasoning#Test-Time Scaling#Parallel Inference#Stochastic Sampling#Monte Carlo Dropout#Additive Gaussian Noise#Latent Reward Model#Trajectory Aggregation2025년 10월 13일댓글 수 로딩 중