#Vision Language Models

7개의 포스트

[논문리뷰] GEBench: Benchmarking Image Generation Models as GUI Environments

arXiv에 게시된 'GEBench: Benchmarking Image Generation Models as GUI Environments' 논문에 대한 자세한 리뷰입니다.

#Review #GUI Generation #Image Generation Models #Benchmark #Temporal Coherence #Spatial Grounding #Evaluation Metric #Vision Language Models

2026년 2월 9일

[논문리뷰] CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding

arXiv에 게시된 'CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding' 논문에 대한 자세한 리뷰입니다.

#Review #Vision Language Models #Code Understanding #Visual Code Representation #Code Compression #Computational Efficiency #Multimodal LLMs #Software Engineering

2026년 2월 3일

[논문리뷰] More Images, More Problems? A Controlled Analysis of VLM Failure Modes

arXiv에 게시된 'More Images, More Problems? A Controlled Analysis of VLM Failure Modes' 논문에 대한 자세한 리뷰입니다.

#Review #Vision Language Models #Multi-Image Understanding #Failure Analysis #Evaluation Benchmark #Attention Mechanism #Fine-tuning #MIMIC

2026년 1월 18일

[논문리뷰] DiffusionVL: Translating Any Autoregressive Models into Diffusion Vision Language Models

arXiv에 게시된 'DiffusionVL: Translating Any Autoregressive Models into Diffusion Vision Language Models' 논문에 대한 자세한 리뷰입니다.

#Review #Diffusion Models #Vision Language Models #Autoregressive Models #Diffusion Finetuning #Block Diffusion #Multimodal AI #KV Cache

2025년 12월 17일

[논문리뷰] SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL

arXiv에 게시된 'SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL' 논문에 대한 자세한 리뷰입니다.

#Review #Spatial Reasoning #Vision Language Models #Reinforcement Learning #Tool Augmentation #Robotics #Multi-Tool Use #Embodied AI

2025년 12월 3일

[논문리뷰] WoW: Towards a World omniscient World model Through Embodied Interaction

Weishi Mi이 arXiv에 게시한 'WoW: Towards a World omniscient World model Through Embodied Interaction' 논문에 대한 자세한 리뷰입니다.

#Review #World Model #Embodied AI #Robotics #Diffusion Models #Physical Reasoning #Vision Language Models #Interaction Data #Self-Optimization

2025년 9월 29일

[논문리뷰] ViExam: Are Vision Language Models Better than Humans on Vietnamese Multimodal Exam Questions?

Daeyoung Kim이 arXiv에 게시한 'ViExam: Are Vision Language Models Better than Humans on Vietnamese Multimodal Exam Questions?' 논문에 대한 자세한 리뷰입니다.

#Review #Vision Language Models #Multimodal AI #Vietnamese Language #Educational Assessment #Low-Resource Languages #Cross-Lingual Reasoning #ViExam #Human-in-the-Loop

2025년 8월 21일