#Cross-modal Alignment

5개의 포스트

[논문리뷰] T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation

arXiv에 게시된 'T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation' 논문에 대한 자세한 리뷰입니다.

#Review #Text-to-Audio-Video Generation #Multimodal Evaluation #Benchmark #MLLM-as-a-Judge #Cross-modal Alignment #Instruction Following #Perceptual Realism #Audio Realism

2025년 12월 24일

[논문리뷰] Scaling Language-Centric Omnimodal Representation Learning

arXiv에 게시된 'Scaling Language-Centric Omnimodal Representation Learning' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal Embeddings #MLLMs #Contrastive Learning #Cross-modal Alignment #Generative Pretraining #Representation Learning #Scaling Laws

2025년 10월 15일

[논문리뷰] Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

arXiv에 게시된 'Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal AI #Prompt Optimization #MLLMs #Bayesian Optimization #Cross-modal Alignment #Prompt Engineering #Generative AI #Exploration-Exploitation

2025년 10월 13일

[논문리뷰] Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation

arXiv에 게시된 'Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation' 논문에 대한 자세한 리뷰입니다.

#Review #Discrete Diffusion Models #Multimodal Large Language Models (MLLMs)#Medical Image Generation #Medical Report Generation #Multimodal Generation #Medical AI #Cross-modal Alignment

2025년 10월 8일

[논문리뷰] Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge

Wentao Zhang이 arXiv에 게시한 'Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal Reasoning #Science AI #Caption-assisted Reasoning #SeePhys Challenge #Large Language Models #Visual Question Answering #Physics Problems #Cross-modal Alignment

2025년 9월 17일