[논문리뷰] RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing ModelsarXiv에 게시된 'RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models' 논문에 대한 자세한 리뷰입니다.#Review#Image Restoration#Real-World Degradation#Large-Scale Image Editing Models#Diffusion Models#Data Generation#RealIR-Bench#Zero-shot Generalization#Transfer Learning2026년 3월 26일댓글 수 로딩 중
[논문리뷰] Geometric Stability: The Missing Axis of Representationspcr2120이 arXiv에 게시한 'Geometric Stability: The Missing Axis of Representations' 논문에 대한 자세한 리뷰입니다.#Review#Geometric Stability#Representation Analysis#Similarity Metrics#Shesha Framework#Drift Detection#Transfer Learning#Neural Representations#CRISPR Screens2026년 1월 14일댓글 수 로딩 중
[논문리뷰] Geometry-Aware Optimization for Respiratory Sound Classification: Enhancing Sensitivity with SAM-Optimized Audio Spectrogram TransformersMahşuk Taylan이 arXiv에 게시한 'Geometry-Aware Optimization for Respiratory Sound Classification: Enhancing Sensitivity with SAM-Optimized Audio Spectrogram Transformers' 논문에 대한 자세한 리뷰입니다.#Review#Respiratory Sound Classification#Audio Spectrogram Transformer#Sharpness-Aware Minimization#Loss Landscape#Imbalanced Learning#Transfer Learning#ICBHI 20172025년 12월 31일댓글 수 로딩 중
[논문리뷰] From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMsarXiv에 게시된 'From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs' 논문에 대한 자세한 리뷰입니다.#Review#Diffusion Language Models#LLM Adaptation#Block-Diffusion#Autoregressive Models#Attention Masks#Parallel Generation#Transfer Learning#Generative Models2025년 12월 9일댓글 수 로딩 중
[논문리뷰] ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of MultilingualityarXiv에 게시된 'ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality' 논문에 대한 자세한 리뷰입니다.#Review#Multilingual LLMs#Scaling Laws#Transfer Learning#Curse of Multilinguality#Pretraining#Finetuning#Language Models#Adaptive Scaling2025년 10월 29일댓글 수 로딩 중
[논문리뷰] Expertise need not monopolize: Action-Specialized Mixture of Experts for Vision-Language-Action LearningSijia Gu이 arXiv에 게시한 'Expertise need not monopolize: Action-Specialized Mixture of Experts for Vision-Language-Action Learning' 논문에 대한 자세한 리뷰입니다.#Review#Vision-Language-Action (VLA)#Mixture of Experts (MoE)#Robotic Manipulation#Expert Specialization#Decoupled Routing#Load Balancing#Transfer Learning2025년 10월 17일댓글 수 로딩 중
[논문리뷰] Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World SuccessRuslan Rakhimov이 arXiv에 게시한 'Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success' 논문에 대한 자세한 리뷰입니다.#Review#Reinforcement Learning#Vision-Language Models#Synthetic Worlds#Transfer Learning#PPO#Actor-Critic#Embodied AI2025년 8월 7일댓글 수 로딩 중