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Generating engaging content has drawn much recent attention in the NLP community. Asking questions is a natural way to respond to photos and promote awareness. However, most answers to questions in traditional question-answering (QA)…

Computation and Language · Computer Science 2022-11-21 Min-Hsuan Yeh , Vicent Chen , Ting-Hao 'Kenneth' Haung , Lun-Wei Ku

To choose restaurants and coffee shops, people are increasingly relying on social-networking sites. In a popular site such as Foursquare or Yelp, a place comes with descriptions and reviews, and with profile pictures of people who frequent…

Human-Computer Interaction · Computer Science 2015-06-12 Miriam Redi , Daniele Quercia , Lindsay T. Graham , Samuel D. Gosling

We revisit the long-standing question of the relation between image appreciation and its statistical properties. We generate two different sets of random images well distributed along three measures of entropic complexity. We run a…

Statistical Mechanics · Physics 2020-07-01 Samy Lakhal , Alexandre Darmon , Jean-Philippe Bouchaud , Michael Benzaquen

When we encounter a new person or place, we may easily encode it into our memories, or we may quickly forget it. Recent work finds that this likelihood of encoding a given entity - memorability - is highly consistent across viewers and…

Neurons and Cognition · Quantitative Biology 2020-04-21 Wilma A. Bainbridge

Quantifying image complexity at the entity level is straightforward, but the assessment of semantic complexity has been largely overlooked. In fact, there are differences in semantic complexity across images. Images with richer semantics…

Computer Vision and Pattern Recognition · Computer Science 2025-02-25 Xiujie Song , Xiaoyi Pang , Haifeng Tang , Mengyue Wu , Kenny Q. Zhu

Automatic image captioning has recently approached human-level performance due to the latest advances in computer vision and natural language understanding. However, most of the current models can only generate plain factual descriptions…

Computer Vision and Pattern Recognition · Computer Science 2018-01-31 Quanzeng You , Hailin Jin , Jiebo Luo

An engaging and provocative question can open up a great conversation. In this work, we explore a novel scenario: a conversation agent views a set of the user's photos (for example, from social media platforms) and asks an engaging question…

Artificial Intelligence · Computer Science 2022-05-20 Shih-Han Chan , Tsai-Lun Yang , Yun-Wei Chu , Chi-Yang Hsu , Ting-Hao Huang , Yu-Shian Chiu , Lun-Wei Ku

The rapid proliferation of visual content raises fundamental questions about how different visual formats and features shape perceived credibility. Drawing on processing fluency theory, this research examines how visuals shape credibility…

Human-Computer Interaction · Computer Science 2026-05-27 Salman Khawar , Yingdan Lu , Yilang Peng , Jiyoung Yeon , Cuihua Shen

Searching is an important tool of information gathering, if information is in the form of picture than it play a major role to take quick action and easy to memorize. This is a human tendency to retain more picture than text. The complexity…

Information Retrieval · Computer Science 2011-12-12 Anamika Sharma

Automated evaluation of generative text-to-image models remains a challenging problem. Recent works have proposed using multimodal LLMs to judge the quality of images, but these works offer little insight into how multimodal LLMs make use…

Computer Vision and Pattern Recognition · Computer Science 2025-09-17 Rishab Parthasarathy , Jasmine Collins , Cory Stephenson

When photographers and other editors of image material produce an image, they make a statement about what matters by situating some objects in the foreground and others in the background. While this prominence of objects is a key analytical…

Computer Vision and Pattern Recognition · Computer Science 2024-09-04 Christian Arnold , Andreas Küpfer

W.J.T. Mitchell's influential essay 'What do pictures want?' shifts the theoretical focus away from the interpretative act of understanding pictures and from the motivations of the humans who create them to the possibility that the picture…

Computers and Society · Computer Science 2025-10-27 Amanda Wasielewski

A person's interests exist as an internal state and are difficult to define. Since only external actions are observable, a proxy must be used that represents someone's interests. Techniques like collaborative filtering, behavioral…

Social and Information Networks · Computer Science 2014-10-02 Brian Lee Yung Rowe

The new social media sites - blogs, wikis, del.icio.us and Flickr, among others - underscore the transformation of the Web to a participatory medium in which users are actively creating, evaluating and distributing information. The…

Human-Computer Interaction · Computer Science 2007-05-23 Kristina Lerman , Laurie Jones

Online socio-technical systems can be studied as proxy of the real world to investigate human behavior and social interactions at scale. Here we focus on Instagram, a media-sharing online platform whose popularity has been rising up to…

Social and Information Networks · Computer Science 2017-03-07 Emilio Ferrara , Roberto Interdonato , Andrea Tagarelli

There is an intricate relation between the properties of an image and how humans behave while describing the image. This behavior shows ample variation, as manifested in human signals such as eye movements and when humans start to describe…

Computation and Language · Computer Science 2024-02-05 Ece Takmaz , Sandro Pezzelle , Raquel Fernández

We study how social image concerns shape information sharing among peers. Individuals receive a signal about a binary state of the world characterized by both a direction and a veracity status. While the direction is freely observable,…

Theoretical Economics · Economics 2025-11-11 Dana Sisak , Philipp Denter

Humans do not just see attribute similarity -- we also see relational similarity. An apple is like a peach because both are reddish fruit, but the Earth is also like a peach: its crust, mantle, and core correspond to the peach's skin,…

Computer Vision and Pattern Recognition · Computer Science 2026-04-13 Thao Nguyen , Sicheng Mo , Krishna Kumar Singh , Yilin Wang , Jing Shi , Nicholas Kolkin , Eli Shechtman , Yong Jae Lee , Yuheng Li

Object tags denote concrete entities and are central to many computer vision tasks, whereas abstract tags capture higher-level information, which is relevant for tasks that require a contextual, potentially subjective scene understanding.…

Computer Vision and Pattern Recognition · Computer Science 2026-02-17 Darya Baranouskaya , Andrea Cavallaro

Image aesthetic assessment (IAA) aims to predict the aesthetic quality of images as perceived by humans. While recent IAA models achieve strong predictive performance, they offer little insight into the factors driving their predictions.…

Computer Vision and Pattern Recognition · Computer Science 2026-03-20 Xiao-Chang Liu , Johan Wagemans
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