Image Captioning
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Abstract (arXiv)
This paper discusses and demonstrates the outcomes from our experimentation on Image Captioning. Image captioning is a much more involved task than image recognition or classification, because of the additional challenge of recognizing the interdependence between the objects/concepts in the image and the creation of a succinct sentential narration. Experiments on several labeled datasets show the accuracy of the model and the fluency of the language it learns solely from image descriptions. As a toy application, we apply image captioning to create video captions, and we advance a few hypotheses on the challenges we encountered.
Key facts. Cited by 14 papers in the map (data through 7 Oct 2026). First posted on arXiv 13 May 2018.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 5; 2024: 4; 2025: 2; 2026: 1.
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- 2023mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Videocited by 154
- 2023A-JEPA: Joint-Embedding Predictive Architecture Can Listencited by 50
- 2025Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectivescited by 18
- 2021Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Visioncited by 14
- 2023Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentationcited by 10
- 2024A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioningcited by 5
- 2022MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inferencecited by 2
- 2023MIVC: Multiple Instance Visual Component for Visual-Language Modelscited by 1
- 2023FaceGemma: Enhancing Image Captioning with Facial Attributes for Portrait Imagescited by 0
- 2024Descripci'on autom'atica de secciones delgadas de rocas: una aplicaci'on Webcited by 0
- 2024Feedback-based Modal Mutual Search for Attacking Vision-Language Pre-training Modelscited by 0
- 2024Reasoning-Aware Query-Focused Summarization over Multi-Table Datacited by 0
- 2026The Language of Touch: Translating Vibrations into Text with Dual-Branch Learning26 Mar 2026
- 2025MELLA: Bridging Linguistic Capability and Cultural Groundedness for Low-Resource Language MLLMs7 Aug 2025
- 2025Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives20 May 2025
- 2024Reasoning-Aware Query-Focused Summarization over Multi-Table Data12 Dec 2024
- 2024A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning27 Sep 2024
- 2024Feedback-based Modal Mutual Search for Attacking Vision-Language Pre-training Models27 Aug 2024
- 2024Descripci'on autom'atica de secciones delgadas de rocas: una aplicaci'on Web23 Feb 2024
- 2023MIVC: Multiple Instance Visual Component for Visual-Language Models28 Dec 2023
- 2023A-JEPA: Joint-Embedding Predictive Architecture Can Listen27 Nov 2023
- 2023FaceGemma: Enhancing Image Captioning with Facial Attributes for Portrait Images24 Sep 2023
- 2023Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation12 Sep 2023
- 2023mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video1 Feb 2023
- 2025Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectivescited by 18
- 2023MIVC: Multiple Instance Visual Component for Visual-Language Modelscited by 1
- 2024Feedback-based Modal Mutual Search for Attacking Vision-Language Pre-training Modelscited by 0
- 2025MELLA: Bridging Linguistic Capability and Cultural Groundedness for Low-Resource Language MLLMscited by 0
- 2025MELLA: Bridging Linguistic Capability and Cultural Groundedness for Low-Resource Language MLLMs7 Aug 2025
- 2025Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives20 May 2025
- 2024Feedback-based Modal Mutual Search for Attacking Vision-Language Pre-training Models27 Aug 2024
- 2023MIVC: Multiple Instance Visual Component for Visual-Language Models28 Dec 2023
- 2023mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Videocited by 154
- 2023A-JEPA: Joint-Embedding Predictive Architecture Can Listencited by 50
- 2021Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Visioncited by 14
- 2024A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioningcited by 5
- 2022MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inferencecited by 2
- 2023FaceGemma: Enhancing Image Captioning with Facial Attributes for Portrait Imagescited by 0
- 2024Descripci'on autom'atica de secciones delgadas de rocas: una aplicaci'on Webcited by 0
- 2026The Language of Touch: Translating Vibrations into Text with Dual-Branch Learningcited by 0
- 2026The Language of Touch: Translating Vibrations into Text with Dual-Branch Learning26 Mar 2026
- 2024A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning27 Sep 2024
- 2024Descripci'on autom'atica de secciones delgadas de rocas: una aplicaci'on Web23 Feb 2024
- 2023A-JEPA: Joint-Embedding Predictive Architecture Can Listen27 Nov 2023
- 2023FaceGemma: Enhancing Image Captioning with Facial Attributes for Portrait Images24 Sep 2023
- 2023mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video1 Feb 2023
- 2022MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference28 Sep 2022
- 2021Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision6 Mar 2021