Review

[논문리뷰] FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

tianlecai이 arXiv에 게시한 'FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction' 논문에 대한 자세한 리뷰입니다.

#Review #LLM Agents #Future Prediction #Live Benchmark #Dynamic Evaluation #Data Contamination #Tool Use #Web Search #Financial Forecasting #Misinformation

2025년 8월 21일

[논문리뷰] From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models

Ziyan Kuang이 arXiv에 게시한 'From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models' 논문에 대한 자세한 리뷰입니다.

#Review #Financial LLMs #Cognitive Diagnosis Model #LLM Evaluation #Knowledge Assessment #Matrix Factorization #CPA-QKA #Interpretability

2025년 8월 21일

[논문리뷰] From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery

zijieqiu이 arXiv에 게시한 'From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery' 논문에 대한 자세한 리뷰입니다.

#Review #Agentic AI #Autonomous Scientific Discovery #AI for Science #Large Language Models #Multi-agent Systems #Scientific Workflow Automation #Natural Sciences

2025년 8월 21일

[논문리뷰] DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization

Yu Lu이 arXiv에 게시한 'DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization' 논문에 대한 자세한 리뷰입니다.

#Review #LLM Optimization #Self-Verification #Dual Learning #Preference Optimization #Self-Supervised Learning #Mathematical Reasoning #Multilingual Translation #RLHF

2025년 8월 21일

[논문리뷰] ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

Flora D. Salim이 arXiv에 게시한 'ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents' 논문에 대한 자세한 리뷰입니다.

#Review #Zero-shot HAR #LLM Agents #Time-Series Analysis #Knowledge Base #Retrieval-Augmented Generation #Multi-sensor Fusion #Interpretability

2025년 8월 20일

[논문리뷰] Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer

Deyu Zhou이 arXiv에 게시한 'Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer' 논문에 대한 자세한 리뷰입니다.

#Review #Text-Guided Editing #Color Editing #Diffusion Transformers #Training-Free #Multi-Modal AI #Attention Control #Image Manipulation

2025년 8월 20일

[논문리뷰] TempFlow-GRPO: When Timing Matters for GRPO in Flow Models

Jian Yang이 arXiv에 게시한 'TempFlow-GRPO: When Timing Matters for GRPO in Flow Models' 논문에 대한 자세한 리뷰입니다.

#Review #Flow Matching #Reinforcement Learning #Human Preference Alignment #GRPO #Temporal Credit Assignment #Generative AI #Text-to-Image

2025년 8월 20일

[논문리뷰] Semantic IDs for Joint Generative Search and Recommendation

Enrico Palumbo이 arXiv에 게시한 'Semantic IDs for Joint Generative Search and Recommendation' 논문에 대한 자세한 리뷰입니다.

#Review #Generative Models #Search and Recommendation #Semantic IDs #Bi-Encoder #Quantization #Multi-Task Learning #Retrieval Augmented Generation

2025년 8월 20일

[논문리뷰] Radiance Fields in XR: A Survey on How Radiance Fields are Envisioned and Addressed for XR Research

Susanne Schmidt이 arXiv에 게시한 'Radiance Fields in XR: A Survey on How Radiance Fields are Envisioned and Addressed for XR Research' 논문에 대한 자세한 리뷰입니다.

#Review #Radiance Fields #XR #NeRF #3D Gaussian Splatting #View Synthesis #Systematic Review #Immersive Technology

2025년 8월 20일

[논문리뷰] Prompt Orchestration Markup Language

Yuqing Yang이 arXiv에 게시한 'Prompt Orchestration Markup Language' 논문에 대한 자세한 리뷰입니다.

#Review #Prompt Engineering #Large Language Models #Markup Language #Structured Prompting #IDE Support #Multimodal Data #Styling System #Development Toolkit

2025년 8월 20일

[논문리뷰] OmniTry: Virtual Try-On Anything without Masks

Xiaoduan Feng이 arXiv에 게시한 'OmniTry: Virtual Try-On Anything without Masks' 논문에 대한 자세한 리뷰입니다.

#Review #Virtual Try-On #Diffusion Model #Mask-Free #Image Inpainting #ID Consistency #Wearable Objects #Generative AI

2025년 8월 20일

[논문리뷰] MultiRef: Controllable Image Generation with Multiple Visual References

Shiyun Lang이 arXiv에 게시한 'MultiRef: Controllable Image Generation with Multiple Visual References' 논문에 대한 자세한 리뷰입니다.

#Review #Controllable Image Generation #Multi-modal Generation #Visual References #Image-to-Image #Benchmark #Dataset #MLLM-as-a-Judge

2025년 8월 20일

[논문리뷰] Motion2Motion: Cross-topology Motion Transfer with Sparse Correspondence

Xin Chen이 arXiv에 게시한 'Motion2Motion: Cross-topology Motion Transfer with Sparse Correspondence' 논문에 대한 자세한 리뷰입니다.

#Review #Motion Transfer #Cross-topology #Sparse Correspondence #Motion Matching #Animation #Training-free #Few-shot Learning

2025년 8월 20일

[논문리뷰] Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation

Xinyi Wang이 arXiv에 게시한 'Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation' 논문에 대한 자세한 리뷰입니다.

#Review #LLMs #Confidence Estimation #Fine-Grained #Generation Process #Calibration #Monte Carlo Sampling #Backward Confidence Integration

2025년 8월 20일

[논문리뷰] MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation

Jonas Geiping이 arXiv에 게시한 'MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation' 논문에 대한 자세한 리뷰입니다.

#Review #Medical Image Segmentation #Model Merging #Training-Free #SAM #Generalization #Zero-Order Optimization #Bayesian Optimization

2025년 8월 20일

[논문리뷰] MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence

Fernando López이 arXiv에 게시한 'MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence' 논문에 대한 자세한 리뷰입니다.

#Review #Audio Intelligence #Multimodal AI #Benchmark #Audio-Language Models #Holistic Evaluation #Reasoning #Long-Form Audio #Multicultural Music

2025년 8월 20일

[논문리뷰] MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Jun Dong이 arXiv에 게시한 'MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal Browsing #AI Agents #Benchmark #Vision-Language Models #Reasoning #Tool Use #Deep Search

2025년 8월 20일

[논문리뷰] LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos

Yen-Yu Lin이 arXiv에 게시한 'LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos' 논문에 대한 자세한 리뷰입니다.

#Review #Novel View Synthesis #3D Gaussian Splatting #Unposed Reconstruction #Camera Pose Estimation #Incremental Optimization #Octree #Long Videos

2025년 8월 20일

[논문리뷰] Leveraging Large Language Models for Predictive Analysis of Human Misery

Abhilash Nandy이 arXiv에 게시한 'Leveraging Large Language Models for Predictive Analysis of Human Misery' 논문에 대한 자세한 리뷰입니다.

#Review #Large Language Models (LLMs)#Affective Computing #Misery Score Prediction #Prompt Engineering #Few-shot Learning #Gamified Evaluation #Feedback-driven Adaptation

2025년 8월 20일

[논문리뷰] Evaluating Podcast Recommendations with Profile-Aware LLM-as-a-Judge

Alice Wang이 arXiv에 게시한 'Evaluating Podcast Recommendations with Profile-Aware LLM-as-a-Judge' 논문에 대한 자세한 리뷰입니다.

#Review #Podcast Recommendation #LLM-as-a-Judge #Offline Evaluation #User Profiling #Recommender Systems #Natural Language Processing

2025년 8월 20일