vlms专题
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.08.20-2024.08.25
文章目录～ 1.LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval Task2.Evaluating Attribute Comprehension in Large Vision-Language Models3.PropSAM: A P
视觉语言模型（VLMs）知多少？
最近这几年，自然语言处理和计算机视觉这两大领域真是突飞猛进，让机器不仅能看懂文字，还能理解图片。这两个领域的结合，催生了视觉语言模型，也就是Vision language models (VLMs) ，它们能同时处理视觉信息和文字数据。 VLMs就像是AI界的新宠，能搞定那些既需要看图又需要读文的活儿，比如给图片配文字、回答有关图片的问题，或者根据文字描述生成图片。以前这些活儿都得靠不同
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.08.15-2024.08.20
文章目录～ 1.Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification2.Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications3.HiRED: Atte
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.05.25-2024.05.31
文章目录～ 1.Empowering Visual Creativity: A Vision-Language Assistant to Image Editing Recommendations2.Bootstrap3D: Improving 3D Content Creation with Synthetic Data3.Video-MME: The First-Ever Compreh
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.05.10-2024.05.20
文章目录~ 1.Diff-BGM: A Diffusion Model for Video Background Music Generation2.Rethinking Overlooked Aspects in Vision-Language Models3.Unifying 3D Vision-Language Understanding via Promptable Queries4
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.04.10-2024.04.15
文章目录~ 1.Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models2.Do LLMs Understand Visual Anomalies? Uncovering LLM Capabilities in Zero-shot Anomaly Detection3.UNIAA:
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.04.05-2024.04.10
文章目录~ 1.BRAVE: Broadening the visual encoding of vision-language models2.ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling3.MedRG: Medical Report Grounding with
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.03.31-2024.04.05
文章目录~ 1.Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning2.DeViDe: Faceted medical knowledge for improved medical vision-language pre-training3.Is CLIP
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.03.10-2024.03.15
论文目录~ 1.3D-VLA: A 3D Vision-Language-Action Generative World Model2.PosSAM: Panoptic Open-vocabulary Segment Anything3.Anomaly Detection by Adapting a pre-trained Vision Language Model4.Introducing
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.03.05-2024.03.10
论文目录~ 1.RESTORE: Towards Feature Shift for Vision-Language Prompt Learning2.In-context Prompt Learning for Test-time Vision Recognition with Frozen Vision-language Model3.DeepSeek-VL: Towards Real-
AI推介-多模态视觉语言模型VLMs论文速览（arXiv方向）：2024.03.01-2024.03.05
论文目录~ 1.CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments2.Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models3.MADTP: