[논문리뷰] COOPER: A Unified Model for Cooperative Perception and Reasoning in Spatial IntelligenceJiawei Sheng이 arXiv에 게시한 'COOPER: A Unified Model for Cooperative Perception and Reasoning in Spatial Intelligence' 논문에 대한 자세한 리뷰입니다.#Review#Multimodal Large Language Models (MLLMs)#Spatial Reasoning#Perception Enhancement#Auxiliary Modalities#Adaptive Interleaved Reasoning#Reinforcement Learning#Chain-of-Thought2025년 12월 7일댓글 수 로딩 중
[논문리뷰] AI & Human Co-Improvement for Safer Co-SuperintelligencearXiv에 게시된 'AI & Human Co-Improvement for Safer Co-Superintelligence' 논문에 대한 자세한 리뷰입니다.#Review#AI Safety#Superintelligence#Human-AI Collaboration#Self-Improving AI#Co-Improvement#Alignment#AI Research Agents2025년 12월 7일댓글 수 로딩 중
[논문리뷰] UltraImage: Rethinking Resolution Extrapolation in Image Diffusion TransformersarXiv에 게시된 'UltraImage: Rethinking Resolution Extrapolation in Image Diffusion Transformers' 논문에 대한 자세한 리뷰입니다.#Review#Diffusion Transformers#Resolution Extrapolation#Positional Encoding#Frequency Analysis#Adaptive Attention#High-Resolution Image Generation#Image Quality#Content Repetition2025년 12월 4일댓글 수 로딩 중
[논문리뷰] TV2TV: A Unified Framework for Interleaved Language and Video GenerationarXiv에 게시된 'TV2TV: A Unified Framework for Interleaved Language and Video Generation' 논문에 대한 자세한 리뷰입니다.#Review#Video Generation#Language Modeling#Multimodal AI#Interleaved Generation#Flow Matching#Transformer#Controllability#World Models2025년 12월 4일댓글 수 로딩 중
[논문리뷰] Splannequin: Freezing Monocular Mannequin-Challenge Footage with Dual-Detection SplattingYu-Lun Liu이 arXiv에 게시한 'Splannequin: Freezing Monocular Mannequin-Challenge Footage with Dual-Detection Splatting' 논문에 대한 자세한 리뷰입니다.#Review#Monocular 3D Reconstruction#Mannequin Challenge#Dynamic Gaussian Splatting#Freeze-Time Video#Temporal Consistency#Artifact Suppression#Regularization2025년 12월 4일댓글 수 로딩 중
[논문리뷰] SignRoundV2: Closing the Performance Gap in Extremely Low-Bit Post-Training Quantization for LLMsarXiv에 게시된 'SignRoundV2: Closing the Performance Gap in Extremely Low-Bit Post-Training Quantization for LLMs' 논문에 대한 자세한 리뷰입니다.#Review#Post-Training Quantization (PTQ)#Large Language Models (LLMs)#Low-Bit Quantization#Mixed-Precision Quantization#Sensitivity Metric#Quantization Scale Initialization#Accuracy Preservation2025년 12월 4일댓글 수 로딩 중
[논문리뷰] Semantics Lead the Way: Harmonizing Semantic and Texture Modeling with Asynchronous Latent DiffusionarXiv에 게시된 'Semantics Lead the Way: Harmonizing Semantic and Texture Modeling with Asynchronous Latent Diffusion' 논문에 대한 자세한 리뷰입니다.#Review#Latent Diffusion Models#Asynchronous Denoising#Semantic Modeling#Texture Modeling#Image Generation#Vision Transformer#VAE#Fast Convergence2025년 12월 4일댓글 수 로딩 중
[논문리뷰] SeeNav-Agent: Enhancing Vision-Language Navigation with Visual Prompt and Step-Level Policy OptimizationarXiv에 게시된 'SeeNav-Agent: Enhancing Vision-Language Navigation with Visual Prompt and Step-Level Policy Optimization' 논문에 대한 자세한 리뷰입니다.#Review#Vision-Language Navigation#Large Vision-Language Models#Visual Prompt#Reinforcement Fine-Tuning#Policy Optimization#Embodied AI#Spatial Reasoning#Perception Errors2025년 12월 4일댓글 수 로딩 중
[논문리뷰] SIMA 2: A Generalist Embodied Agent for Virtual WorldsarXiv에 게시된 'SIMA 2: A Generalist Embodied Agent for Virtual Worlds' 논문에 대한 자세한 리뷰입니다.#Review#Embodied AI#Generalist Agent#Virtual Worlds#Foundation Models#Gemini#Self-Improvement#Dialogue#Reasoning#Reinforcement Learning2025년 12월 4일댓글 수 로딩 중
[논문리뷰] Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching DistillationHao Ouyang이 arXiv에 게시한 'Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation' 논문에 대한 자세한 리뷰입니다.#Review#Streaming Video Generation#Video Diffusion Models#Distribution Matching Distillation#Reinforcement Learning#Autoregressive Models#Attention Sink#Real-time2025년 12월 4일댓글 수 로딩 중
[논문리뷰] REFLEX: Self-Refining Explainable Fact-Checking via Disentangling Truth into Style and SubstanceYaxin Fan이 arXiv에 게시한 'REFLEX: Self-Refining Explainable Fact-Checking via Disentangling Truth into Style and Substance' 논문에 대한 자세한 리뷰입니다.#Review#Fact-Checking#Explainable AI (XAI)#Large Language Models (LLMs)#Self-Refinement#Latent Space#Disentanglement#Steering Vectors#Misinformation2025년 12월 4일댓글 수 로딩 중
[논문리뷰] QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term MemoryNan-Yow Chen이 arXiv에 게시한 'QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term Memory' 논문에 대한 자세한 리뷰입니다.#Review#Quantum Machine Learning#Kolmogorov-Arnold Networks#Long Short-Term Memory (LSTM)#Time Series Forecasting#Hybrid Quantum-Classical Learning#Quantum-inspired#Recurrent Neural Networks2025년 12월 4일댓글 수 로딩 중
[논문리뷰] PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and EditingarXiv에 게시된 'PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing' 논문에 대한 자세한 리뷰입니다.#Review#LLM Agents#Academic Writing#In-editor Assistant#Multi-agent System#Overleaf Integration#Chrome Extension#Kubernetes#XtraMCP2025년 12월 4일댓글 수 로딩 중
[논문리뷰] On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death SpiralChristos Thrampoulidis이 arXiv에 게시한 'On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral' 논문에 대한 자세한 리뷰입니다.#Review#Reinforcement Learning (RL)#Large Language Models (LLMs)#Tool-Integrated Reasoning (TIR)#GRPO#Training Stability#Lazy Likelihood Displacement (LLD)#Regularization#Search-R12025년 12월 4일댓글 수 로딩 중
[논문리뷰] Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment ConstructionarXiv에 게시된 'Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction' 논문에 대한 자세한 리뷰입니다.#Review#Agentic Models#Large Language Models (LLMs)#Agentic Scaling#Environment Construction#NexAU#NexA4A#NexGAP#Interactive Environments2025년 12월 4일댓글 수 로딩 중
[논문리뷰] NeuralRemaster: Phase-Preserving Diffusion for Structure-Aligned GenerationVitor Guizilini이 arXiv에 게시한 'NeuralRemaster: Phase-Preserving Diffusion for Structure-Aligned Generation' 논문에 대한 자세한 리뷰입니다.#Review#Diffusion Models#Phase Preservation#Frequency Domain#Structure-Aligned Generation#Image-to-Image Translation#Sim-to-Real#Generative AI2025년 12월 4일댓글 수 로딩 중
[논문리뷰] Model-Based and Sample-Efficient AI-Assisted Math Discovery in Sphere PackingJun Wang이 arXiv에 게시한 'Model-Based and Sample-Efficient AI-Assisted Math Discovery in Sphere Packing' 논문에 대한 자세한 리뷰입니다.#Review#Sphere Packing#Mathematical Discovery#Semidefinite Programming (SDP)#Bayesian Optimization (BO)#Monte Carlo Tree Search (MCTS)#Sample-Efficient AI#Model-Based Learning#Geometric Constraints2025년 12월 4일댓글 수 로딩 중
[논문리뷰] Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive AlignmentarXiv에 게시된 'Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment' 논문에 대한 자세한 리뷰입니다.#Review#Multimodal LLMs#Video Understanding#Hallucination Mitigation#Object Hallucination#Action Hallucination#Contrastive Learning#Self-Augmentation#Tracklet-Phrase Alignment2025년 12월 4일댓글 수 로딩 중
[논문리뷰] Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded UpdatesNikolaos Aletras이 arXiv에 게시한 'Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates' 논문에 대한 자세한 리뷰입니다.#Review#Large Language Models (LLMs)#Catastrophic Forgetting#Language Adaptation#Continual Pre-training#Parameter Freezing#Low-Resource Languages#Source Knowledge Preservation2025년 12월 4일댓글 수 로딩 중
[논문리뷰] Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite LengthShifeng Zhang이 arXiv에 게시한 'Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length' 논문에 대한 자세한 리뷰입니다.#Review#Audio-Driven Avatar Generation#Real-time Streaming#Diffusion Models#Infinite Length#Pipeline Parallelism#Temporal Consistency#Model Distillation2025년 12월 4일댓글 수 로딩 중