Junhua Mao
Junhua Mao has 2 papers in our library, in 2014–2015, most of them on Vision & language; often with Alan Yuille, Alexander Toshev, Kevin P. Murphy.
OpenAlex · h-index 16 · 19 works · 4,539 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 597 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #1551
Affiliations
🎓University of California, Los AngelesLos Angeles ·
United States2014–2017 · 10 papers🏢BaiduBeijing ·
China2014–2016 · 2 papers
Fields, topics and concepts
📚 Shelves 2The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 works
🧭 Topics 1Research subjects and languages the work is about.Vision & language · 1 work
Works by year
2010s
Papers
- Generation and Comprehension of Unambiguous Object Descriptions (2015 · 1,388 citations)
The paper studies referring expressions: phrases that single out exactly one object in a photo. It treats two linked tasks. Generation means producing such a phrase for a highlighted region. Comprehension means picking the correct region from a set of candidate boxes, given a phrase. The authors argue that this… - Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) (2014 · 715 citations)
The paper addresses automatic image captioning. Many earlier systems picked captions from a fixed sentence database and so could not describe unseen combinations of objects and scenes. The authors propose m-RNN, a generative model that estimates the probability of each next word given the preceding words and the…
All works
- Generation and Comprehension of Unambiguous Object DescriptionsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionJunhua Mao, Jonathan Huang, Alexander Toshev, et al.2015 · 1,388 citations
- CNN-RNN: A Unified Framework for Multi-label Image Classification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJiang Wang et al.2016 · 1,218 citations
- Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)International Conference on Learning Representations (ICLR)Junhua Mao, Wei Xu, Yi Yang, et al.2014 · 715 citations
- Attention Correctness in Neural Image Captioning ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChenxi Liu et al.2017 · 218 citations
Co-authors here
Venues
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2015
- International Conference on Learning Representations (ICLR): ICLR 2014
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Proceedings of the AAAI Conference on Artificial Intelligence
Cited by
Updated
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