Review

[논문리뷰] Sharp Monocular View Synthesis in Less Than a Second

arXiv에 게시된 'Sharp Monocular View Synthesis in Less Than a Second' 논문에 대한 자세한 리뷰입니다.

#Review #View Synthesis #3D Gaussian Splatting #Single Image #Neural Rendering #Real-time #Feedforward Network #Monocular Depth Estimation #AR/VR

2025년 12월 14일

[논문리뷰] Scaling Behavior of Discrete Diffusion Language Models

arXiv에 게시된 'Scaling Behavior of Discrete Diffusion Language Models' 논문에 대한 자세한 리뷰입니다.

#Review #Discrete Diffusion Models #Scaling Laws #Language Models #Masked Diffusion #Uniform Diffusion #Hyperparameter Tuning #Compute-Optimal Training

2025년 12월 14일

[논문리뷰] SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder

arXiv에 게시된 'SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder' 논문에 대한 자세한 리뷰입니다.

#Review #Text-to-Image Generation #Latent Diffusion Model #Visual Foundation Model #DINOv3 #Flow Matching #High-Resolution Synthesis #VAE-free Generation

2025년 12월 14일

[논문리뷰] PersonaLive! Expressive Portrait Image Animation for Live Streaming

Jue Wang이 arXiv에 게시한 'PersonaLive! Expressive Portrait Image Animation for Live Streaming' 논문에 대한 자세한 리뷰입니다.

#Review #Live Streaming #Portrait Animation #Diffusion Models #Real-time AI #Appearance Distillation #Micro-chunk Streaming #Motion Control #Low Latency

2025년 12월 14일

[논문리뷰] MeshSplatting: Differentiable Rendering with Opaque Meshes

Matheus Gadelha이 arXiv에 게시한 'MeshSplatting: Differentiable Rendering with Opaque Meshes' 논문에 대한 자세한 리뷰입니다.

#Review #Differentiable Rendering #Novel View Synthesis #Mesh Reconstruction #3D Gaussian Splatting #Opaque Meshes #Real-time Rendering #Game Engines

2025년 12월 14일

[논문리뷰] LEO-RobotAgent: A General-purpose Robotic Agent for Language-driven Embodied Operator

arXiv에 게시된 'LEO-RobotAgent: A General-purpose Robotic Agent for Language-driven Embodied Operator' 논문에 대한 자세한 리뷰입니다.

#Review #Robotic Agent #Large Language Models (LLMs)#Embodied AI #Task Planning #Human-Robot Interaction #General-purpose Robotics #ROS

2025년 12월 14일

[논문리뷰] Exploring MLLM-Diffusion Information Transfer with MetaCanvas

arXiv에 게시된 'Exploring MLLM-Diffusion Information Transfer with MetaCanvas' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal Large Language Models (MLLMs)#Diffusion Models #Image Generation #Video Generation #Image Editing #Video Editing #Latent Space Planning #Canvas Tokens #Information Transfer

2025년 12월 14일

[논문리뷰] EgoX: Egocentric Video Generation from a Single Exocentric Video

arXiv에 게시된 'EgoX: Egocentric Video Generation from a Single Exocentric Video' 논문에 대한 자세한 리뷰입니다.

#Review #Egocentric Video Generation #Exocentric-to-Egocentric #Video Diffusion Models #3D Scene Reconstruction #Geometry-Guided Attention #View Synthesis #Camera Pose Estimation #LoRA Adaptation

2025년 12월 14일

[논문리뷰] DentalGPT: Incentivizing Multimodal Complex Reasoning in Dentistry

Yanchao Li이 arXiv에 게시한 'DentalGPT: Incentivizing Multimodal Complex Reasoning in Dentistry' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal Large Language Model #Dental Imaging #Complex Reasoning #Domain Adaptation #Reinforcement Learning #Medical VQA #Dental Healthcare

2025년 12월 14일

[논문리뷰] CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray images

Enzo Ferrante이 arXiv에 게시한 'CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray images' 논문에 대한 자세한 리뷰입니다.

#Review #Uncertainty Quantification #Landmark Segmentation #Chest X-ray #VAE #Graph Neural Networks #Out-of-Distribution Detection #Medical Imaging

2025년 12월 14일

[논문리뷰] VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction

arXiv에 게시된 'VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal Learning #Vector Quantization #Autoencoder #Unified Tokenizer #Image Generation #Image Reconstruction #Vision Transformers #Semantic Features

2025년 12월 11일

[논문리뷰] Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task

arXiv에 게시된 'Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task' 논문에 대한 자세한 리뷰입니다.

#Review #VideoQA #MLLMs #Tool Learning #Spatiotemporal Reasoning #Video Toolkit #Agentic AI

2025년 12월 11일

[논문리뷰] Thinking with Images via Self-Calling Agent

Qixiang Ye이 arXiv에 게시한 'Thinking with Images via Self-Calling Agent' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal LLMs #Self-Calling Chain-of-Thought #Reinforcement Learning #Visual Reasoning #Agentic AI #Tool Calling #Group Relative Policy Optimization

2025년 12월 11일

[논문리뷰] The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality

arXiv에 게시된 'The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality' 논문에 대한 자세한 리뷰입니다.

#Review #LLM Evaluation #Factuality Benchmark #Multimodal AI #Knowledge Grounding #Parametric Knowledge #Retrieval Augmented Generation #Automated Scoring

2025년 12월 11일

[논문리뷰] T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground

arXiv에 게시된 'T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground' 논문에 대한 자세한 리뷰입니다.

#Review #Russian LLM #Hybrid Reasoning #Speculative Decoding #Cyrillic Tokenizer #Instruction Tuning #Reward Modeling #T-Math Benchmark

2025년 12월 11일

[논문리뷰] Stronger Normalization-Free Transformers

Zhuang Liu이 arXiv에 게시한 'Stronger Normalization-Free Transformers' 논문에 대한 자세한 리뷰입니다.

#Review #Normalization-Free Transformers #Point-wise Functions #Error Function #Deep Learning #Transformer Architecture #Generalization #Normalization Layers

2025년 12월 11일

[논문리뷰] ReViSE: Towards Reason-Informed Video Editing in Unified Models with Self-Reflective Learning

Yujin Han이 arXiv에 게시한 'ReViSE: Towards Reason-Informed Video Editing in Unified Models with Self-Reflective Learning' 논문에 대한 자세한 리뷰입니다.

#Review #Video Editing #Reasoning #Unified Models #Self-Reflective Learning #Vision-Language Models (VLMs)#Diffusion Models #RVE-Bench

2025년 12월 11일

[논문리뷰] OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification

arXiv에 게시된 'OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification' 논문에 대한 자세한 리뷰입니다.

#Review #LLM Verification #Chain-of-Thought #Process-based Verifier #Outcome-based Verifier #Active Learning #Reinforcement Learning #Mathematical Reasoning #AI Alignment

2025년 12월 11일

[논문리뷰] MoCapAnything: Unified 3D Motion Capture for Arbitrary Skeletons from Monocular Videos

Qi Wang이 arXiv에 게시한 'MoCapAnything: Unified 3D Motion Capture for Arbitrary Skeletons from Monocular Videos' 논문에 대한 자세한 리뷰입니다.

#Review #3D Motion Capture #Monocular Video #Arbitrary Skeletons #Motion Retargeting #Deep Learning #Inverse Kinematics #Transformer Architecture #Category-Agnostic

2025년 12월 11일

[논문리뷰] MOA: Multi-Objective Alignment for Role-Playing Agents

Yongbin Li이 arXiv에 게시한 'MOA: Multi-Objective Alignment for Role-Playing Agents' 논문에 대한 자세한 리뷰입니다.

#Review #Role-Playing Agents #Multi-Objective Reinforcement Learning #LLM Alignment #Persona Consistency #Dialogue Generation #Reward Shaping #Off-Policy Guidance

2025년 12월 11일