mlsanityData to 7 Oct 2026

Image Captioning in news report scenario

arXiv 2403.16209 ↗First posted 24 Mar 2024cs.CV cs.AIcited by 11

Not on the map. Why?

Abstract (arXiv)

Image captioning strives to generate pertinent captions for specified images, situating itself at the crossroads of Computer Vision (CV) and Natural Language Processing (NLP). This endeavor is of paramount importance with far-reaching applications in recommendation systems, news outlets, social media, and beyond. Particularly within the realm of news reporting, captions are expected to encompass detailed information, such as the identities of celebrities captured in the images. However, much of the existing body of work primarily centers around understanding scenes and actions. In this paper, we explore the realm of image captioning specifically tailored for celebrity photographs, illustrating its broad potential for enhancing news industry practices. This exploration aims to augment automated news content generation, thereby facilitating a more nuanced dissemination of information. Our endeavor shows a broader horizon, enriching the narrative in news reporting through a more intuitive image captioning framework.

Key facts. Cited by 11 papers in the map (data through 7 Oct 2026). Builds on 27 of its 63 references that are in the map. First posted on arXiv 24 Mar 2024.

Builds on

27 of 63 references.

References · 27

  1. 2021Learning Transferable Visual Models From Natural Language Supervisioncited by 33,456
  2. 2017Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answeringcited by 1,310
  3. 2017VGGFace2: A dataset for recognising faces across pose and agecited by 911
  4. 2016Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networkscited by 895
  5. 2014Show and Tell: A Neural Image Caption Generatorcited by 877
  6. 2024Visual In-Context Learning for Large Vision-Language Modelscited by 124
  7. 2023Thread of Thought Unraveling Chaotic Contextscited by 71
  8. 2021CPTR: Full Transformer Network for Image Captioningcited by 55
  9. 2024Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Reviewcited by 50
  10. 2023Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentationcited by 47
  11. 2022ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classificationcited by 45
  12. 2024SwitchTab: Switched Autoencoders Are Effective Tabular Learnerscited by 37
15 more
  1. 2019Reflective Decoding Network for Image Captioningcited by 31
  2. 2023E(2)-Equivariant Vision Transformercited by 27
  3. 2023ReConTab: Regularized Contrastive Representation Learning for Tabular Datacited by 24
  4. 2024Particle Filter SLAM for Vehicle Localizationcited by 20
  5. 2023Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learningcited by 19
  6. 2023Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentationcited by 16
  7. 2024News Recommendation with Attention Mechanismcited by 14
  8. 2021Neural Process for Black-Box Model Optimization Under Bayesian Frameworkcited by 10
  9. 2023Financial Time-Series Forecasting: Towards Synergizing Performance And Interpretability Within a Hybrid Machine Learning Approachcited by 10
  10. 2024LESSON: Multi-Label Adversarial False Data Injection Attack for Deep Learning Locational Detectioncited by 8
  11. 2024Comprehensive evaluation of Mal-API-2019 dataset by machine learning in malware detectioncited by 8
  12. 2023Contextual Biasing of Named-Entities with Large Language Modelscited by 7
  13. 2023Contrastive Knowledge Amalgamation for Unsupervised Image Classificationcited by 6
  14. 2021Trend and Thoughts: Understanding Climate Change Concern using Machine Learning and Social Media Datacited by 4
  15. 2024CoRMF: Criticality-Ordered Recurrent Mean Field Ising Solvercited by 3

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 8; 2025: 2; 2026: 1.

11 papers.

  1. 2024Harnessing XGBoost for Robust Biomarker Selection of Obsessive-Compulsive Disorder (OCD) from Adolescent Brain Cognitive Development (ABCD) datacited by 26
  2. 2024Automatic News Generation and Fact-Checking System Based on Language Processingcited by 22
  3. 2024Cross-Task Multi-Branch Vision Transformer for Facial Expression and Mask Wearing Classificationcited by 16
  4. 2024Incremental Joint Learning of Depth, Pose and Implicit Scene Representation on Monocular Camera in Large-scale Scenescited by 15
  5. 2024Utilizing Deep Learning to Optimize Software Development Processescited by 15
  6. 2024Online Learning of Multiple Tasks and Their Relationships : Testing on Spam Email Data and EEG Signals Recorded in Construction Fieldscited by 8
  7. 2024FocusChat: Text-guided Long Video Understanding via Spatiotemporal Information Filteringcited by 5
  8. 2024End-To-End Training and Testing Gamification Framework to Learn Human Highway Drivingcited by 1
  9. 2025Beam-Guided Knowledge Replay for Knowledge-Rich Image Captioning using Vision-Language Modelcited by 0
  10. 2025ReCap: Event-Aware Image Captioning with Article Retrieval and Semantic Gaussian Normalizationcited by 0
  11. 2026Captioning Daily Activity Images in Early Childhood Education: Benchmark and Algorithmcited by 0