Interleaved Scene Graph for Interleaved Text-and-Image Generation AssessmentO网页链接 本文提出了一种用于评估交错文本和图像生成的综合评价框架ISG(Interleaved Scene Graph)。ISG利用场景图结构来捕捉文本和图像块之间的关系,并在整体、结构、块级和图像特定级别上进行细致的评价。这种多级别评估能够对一致性、连贯性...
Does OPERA decoding support multi-image input? For example: Image1: <image>\nImage2: <image>\nWhat is the difference between image1 and image2? If not, do you have any plan for this?Owner shikiw commented Apr 8, 2024 Hi, thanks for your appreciation! The current implementation of ...
interleaved image-text data. This method performs latent compression learning by maximizing the mutual information between the inputs and outputs of a causal attention model. The training objective can be decomposed into two basic tasks: 1) contrastive learning between visual representation and preceding...
[论文阅读] 开源的多模态文档数据集,OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents王junjie 早稻田大学 信息理工与信息通信博士8 人赞同了该文章 目录 收起 1 Idea 2 创建多模态网页文档数据集 2.1 收集HTML文件 2.2 对HTML文件化简 2.3 提取多模态网页文档 2.4 ...
H. Shin et al., "Interleaved text/image deep mining on a large-scale radiology image database," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2015, pp. 1090-1099.Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, and Ronald M Summers. Interleaved text/image deep ...
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database Hoo-Chang Shin Le Lu Lauren Kim Ari Seff Jianhua Yao Ronald M. Summers Imaging Biomarkers and Computer-Aided Diagnosis Laboratory Radiology and Imaging Sciences National Institutes of Health Clinical Center Bethesda, MD 20892-...
For inference, we provide an example inference script./inference.pyand the corresponding configuration file./mm_interleaved/configs/release/mm_inference.yaml, which natively support interleaved image and text generation. Simply run the following command: ...
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation Interleaved text/image deep mining on a large-scale radiology database for automated image interpretation. The Journal of Machine Learning Research, 17(1):... Hoo-Chang Shin,L Lu,L Kim,.....
对图文交错(image-text interleaved)数据的处理能力是多模态大模型皇冠上一颗耀眼的宝石,囿于这一类型公开数据的稀缺,开源MLLM的图文交错性能大多不甚理想。 ❓缺乏文档型业务数据的条件下,怎样高效生产图文交错形式的预训练数据呢? ✅浙大和阿里达摩院的同行们把目光投向了各种教程类视频,打造一个【总时长两年半】...
In response, we introduce an innovative interleaved vision-and-language generation technique anchored by the concept of "generative vokens," acting as the bridge for harmonized image-text outputs. Our approach is characterized by a distinctive two-staged training strategy focusing on description-free ...