Gerard de Melo's Publications
Publications: Computer Vision/Multimodality
Publications by Topic: All |
NLP |
Knowledge Graphs | Computer Vision/Multimodality |
IR/Social Media |
Theory- CITE: A Corpus Of Text-Image Discourse Relations BibTeX Website
Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone (2019)
In: Proc. NAACL-HLT 2019 (Short Paper). Association for Computational Linguistics.
- Rotbav: A Toolkit for Constructing Mixed Reality Apps with Real-Time Roaming in Large Indoor Physical Spaces BibTeX
Huan Xing, Xiyu Bao, Fan Zhang, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Chenglei Yang, Xiangxu Meng (2019)
In: Proc. IEEE VR 2019 (Poster Paper). IEEE.
- Video Captioning with Multi-Faceted Attention BibTeX
Xiang Long, Chuang Gan, Gerard de Melo (2018)
Transactions of the Association for Computational Linguistics (TACL) 6, 2018, p. 173-184.
Acceptance rate: 19%
- Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification BibTeX
Xiang Long, Chuang Gan, Gerard de Melo, Jiajun Wu, Xiao Liu, Shilei Wen (2018)
In: Proc. CVPR 2018.
🏆 Backbone of winning solution in ActivityNet 2017 Kinetics Challenge
Acceptance rate: 29.6%
- Multimodal Keyless Attention Fusion for Video Classification BibTeX
Xiang Long, Chuang Gan, Gerard de Melo, Xiao Liu, Yandong Li, Fu Li, Shilei Wen (2018)
In: Proc. AAAI 2018. AAAI Press.
🏆 Backbone of 3rd place ($20,000 prize) solution in the Google Cloud & YouTube-8M Video Understanding Challenge
Acceptance rate: 25%
- Predicting Semantic Signatures of Fonts BibTeX Website
Tugba Kulahcioglu, Gerard de Melo (2018)
In: Proc. 12th IEEE International Conference on Semantic Computing.
🏆 Best Paper Nominee
- FontLex: A Typographical Lexicon based on Affective Associations BibTeX Website
Tugba Kulahcioglu, Gerard de Melo (2018)
In: Proc. 11th Language Resources and Evaluation Conference (LREC 2018). European Language Resources Association (ELRA).
- Multimodal Question Answering over Structured Data with Ambiguous Entities BibTeX
Huadong Li, Yafang Wang, Gerard de Melo, Changhe Tu, Baoquan Chen (2017)
In: Proc. WWW 2017 (Cognitive Computing Track). ACM.
- Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition BibTeX
Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann (2016)
In: Proc. AAAI 2016. AAAI Press.
Acceptance rate: 26%
- ShapeLearner: Towards Shape-Based Visual Knowledge Harvesting BibTeX Website
Huayong Xu, Yafang Wang, Kang Feng, Gerard de Melo, Wei Wu, Andrei Sharf, Baoquan Chen (2016)
In: Proc. ECAI 2016. IOS Press Frontiers in Artificial Intelligence and Applications.
Acceptance rate: 27%
- Seeing is Believing: The Quest for Multimodal Knowledge BibTeX
Gerard de Melo, Niket Tandon (2016)
ACM SIGWEB Newsletter Spring 2016, 2016. ACM.
- ShapeExplorer: Querying and Exploring Shapes using Visual Knowledge BibTeX Website
Tong Ge, Yafang Wang, Gerard de Melo, Zengguang Hao, Andrei Sharf, Baoquan Chen (2016)
In: Proc. EDBT 2016 (Demonstration Paper).
- Visualizing and Curating Knowledge Graphs over Time and Space BibTeX
Tong Ge, Yafang Wang, Gerard de Melo, Haofeng Li (2016)
In: Proc. ACL 2016 (Demonstration Paper). ACL.
- Knowlywood: Mining Activity Knowledge from Hollywood Narratives BibTeX Website
Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum (2015)
In: Proc. CIKM 2015.
Acceptance rate: 18% (KR Track)
- Perceptually Grounded Selectional Preferences BibTeX Poster
Ekaterina Shutova, Niket Tandon, Gerard de Melo (2015)
In: Proc. ACL 2015.
Acceptance rate: 25%
- Lights, Camera, Action: Knowledge Extraction from Movie Scripts BibTeX
Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum (2015)
In: Proc. WWW 2015 (Poster Paper).
Acceptance rate: 30%
- Providing Multilingual, Multimodal Answers to Lexical Database Queries BibTeX
Gerard de Melo, Gerhard Weikum (2010)
In: Proc. LREC 2010. ELRA.
