Yantao Zheng

According to our database, Yantao Zheng authored at least 60 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CoPrompter: User-Centric Evaluation of LLM Instruction Alignment for Improved Prompt Engineering.

Ishika Joshi, Simra Shahid, Shreeya Venneti, Manushree Vasu, Yantao Zheng, Yunyao Li, Balaji Krishnamurthy, Gromit Yeuk-Yin Chan

CoRR, 2024

MOFI: Learning Image Representations from Noisy Entity Annotated Images.

Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Yinfei Yang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

MOFI: Learning Image Representations from Noisy Entity Annotated Images.

Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Zhe Gan, Yinfei Yang

CoRR, 2023

Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness.

Liangliang Cao, Bowen Zhang, Chen Chen, Yinfei Yang, Xianzhi Du, Wencong Zhang, Zhiyun Lu, Yantao Zheng

CoRR, 2023

STAIR: Learning Sparse Text and Image Representation in Grounded Tokens.

Chen Chen, Bowen Zhang, Liangliang Cao, Jiguang Shen, Tom Gunter, Albin Madappally Jose, Alexander Toshev, Yantao Zheng, Jonathon Shlens, Ruoming Pang, Yinfei Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2015

An efficient concept detection system via sparse ensemble learning.

Sheng Tang, Yongdong Zhang, Zuoxin Xu, Haojie Li, Yan-Tao Zheng, Jintao Li

Neurocomputing, 2015

2014

Semi-supervised learning via sparse model.

Yu Wang, Sheng Tang, Yan-Tao Zheng, Yong-Dong Zhang, Jin-Tao Li

Neurocomputing, 2014

2013

GPSView: A scenic driving route planner.

Yan-Tao Zheng, Shuicheng Yan, Zheng-Jun Zha, Yiqun Li, Xiangdong Zhou, Tat-Seng Chua, Ramesh C. Jain

ACM Trans. Multim. Comput. Commun. Appl., 2013

2012

Interactive Video Indexing With Statistical Active Learning.

Zheng-Jun Zha, Meng Wang, Yan-Tao Zheng, Yi Yang, Richang Hong, Tat-Seng Chua

IEEE Trans. Multim., 2012

Sparse Ensemble Learning for Concept Detection.

Sheng Tang, Yan-Tao Zheng, Yu Wang, Tat-Seng Chua

IEEE Trans. Multim., 2012

Mining Travel Patterns from Geotagged Photos.

Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua

ACM Trans. Intell. Syst. Technol., 2012

Exploring probabilistic localized video representation for human action recognition.

Yan Song, Sheng Tang, Yan-Tao Zheng, Tat-Seng Chua, Yongdong Zhang, Shouxun Lin

Multim. Tools Appl., 2012

A comprehensive representation scheme for video semantic ontology and its applications in semantic concept detection.

Zheng-Jun Zha, Tao Mei, Yan-Tao Zheng, Zengfu Wang, Xian-Sheng Hua

Neurocomputing, 2012

Exploring multi-modality structure for cross domain adaptation in video concept annotation.

Shao-Xi Xu, Sheng Tang, Yongdong Zhang, Jintao Li, Yan-Tao Zheng

Neurocomputing, 2012

Towards a universal detector by mining concepts with small semantic gaps.

Congyan Lang, Jiashi Feng, Yantao Zheng

Expert Syst. Appl., 2012

Video Browser Showdown by NUS.

Jin Yuan, Huan-Bo Luan, Dejun Hou, Han Zhang, Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua

Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

2011

Utilizing Related Samples to Enhance Interactive Concept-Based Video Search.

Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua

IEEE Trans. Multim., 2011

Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos.

Yan Song, Yan-Tao Zheng, Sheng Tang, Xiangdong Zhou, Yongdong Zhang, Shouxun Lin, Tat-Seng Chua

IEEE Trans. Circuits Syst. Video Technol., 2011

Research and applications on georeferenced multimedia: a survey.

Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua

Multim. Tools Appl., 2011

VisionGo: Towards video retrieval with joint exploration of human and computer.

Huan-Bo Luan, Yan-Tao Zheng, Meng Wang, Tat-Seng Chua

Inf. Sci., 2011

Mining Travel Patterns from GPS-Tagged Photos.

Yan-Tao Zheng, Yiqun Li, Zheng-Jun Zha, Tat-Seng Chua

Proceedings of the Advances in Multimedia Modeling, 2011

Generating Representative Views of Landmarks via Scenic Theme Detection.

Yi-Liang Zhao, Yan-Tao Zheng, Xiangdong Zhou, Tat-Seng Chua

Proceedings of the Advances in Multimedia Modeling, 2011

Learning concept bundles for video search with complex queries.

Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Known-item video search via query-to-modality mapping.

Kong-Wah Wan, Yan-Tao Zheng, Lekha Chaisorn

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Locally regressive G-optimal design for image retrieval.

Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Fei Chang, Tat-Seng Chua

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

ShotTagger: tag location for internet videos.

Guangda Li, Meng Wang, Yan-Tao Zheng, Haojie Li, Zheng-Jun Zha, Tat-Seng Chua

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Known-item Search (KIS) in video: Survey, experience and trend.

Lekha Chaisorn, Yan-Tao Zheng, Kelvin Sim

Proceedings of the 8th International Conference on Information, 2011

2010

TRECVID 2010 Known-item Search (KIS) Task by I2R.

Lekha Chaisorn, Kong-Wah Wan, Yan-Tao Zheng, Yongwei Zhu, Tian-Shiang Kok, Hui Li Tan, Zixiang Fu, Susanna Bolling

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Learning Contextual Metrics for Automatic Image Annotation.

Zuotao Liu, Xiangdong Zhou, Yu Xiang, Yan-Tao Zheng

Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Learning Cooking Techniques from YouTube.

Guangda Li, Richang Hong, Yantao Zheng, Shuicheng Yan, Tat-Seng Chua

Proceedings of the Advances in Multimedia Modeling, 2010

Video Reference: A Video Question Answering Engine.

Lei Gao, Guangda Li, Yantao Zheng, Richang Hong, Tat-Seng Chua

Proceedings of the Advances in Multimedia Modeling, 2010

A location based reminder system for advertisement.

Yiqun Li, Aiyuan Guo, Siying Liu, Yan Gao, Yan-Tao Zheng

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Towards a universal detector by mining concepts with small semantic gaps.

Jiashi Feng, Yantao Zheng, Shuicheng Yan

Proceedings of the 18th International Conference on Multimedia 2010, 2010

A distribution based video representation for human action recognition.

Yan Song, Sheng Tang, Yantao Zheng, Tat-Seng Chua, Yongdong Zhang, Shouxun Lin

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

I2R At ImageCLEF Wikipedia Retrieval 2010.

Kong-Wah Wan, Yan-Tao Zheng, Sujoy Roy

Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009

Toward a higher-level visual representation for object-based image retrieval.

Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian

Vis. Comput., 2009

Multimedia Evidence Fusion for Video Concept Detection via OWA Operator.

Ming Li, Yantao Zheng, Shouxun Lin, Yong-Dong Zhang, Tat-Seng Chua

Proceedings of the Advances in Multimedia Modeling, 2009

Tour the world: a technical demonstration of a web-scale landmark recognition engine.

Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven, Jay Yagnik

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Pornprobe: an LDA-SVM based pornography detection system.

Sheng Tang, Jintao Li, Yongdong Zhang, Cheng Xie, Ming Li, Yizhi Liu, Xiufeng Hua, Yantao Zheng, Jinhui Tang, Tat-Seng Chua

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Tour the world: Building a web-scale landmark recognition engine.

Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

VisionGo: towards true interactivity.

Yantao Zheng, Shi-Yong Neo, Xiangyu Chen, Tat-Seng Chua

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

NUS-WIDE: a real-world web image database from National University of Singapore.

Tat-Seng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, Yantao Zheng

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008

Digesting Commercial Clips from TV Streams.

Ling-Yu Duan, Jinqiao Wang, Yantao Zheng, Hanqing Lu, Jesse S. Jin

IEEE Multim., 2008

Object-Based Image Retrieval Beyond Visual Appearances.

Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian

Proceedings of the Advances in Multimedia Modeling, 2008

Personalized event-based news video retrieval with dynamic user-log.

Ming Li, Yantao Zheng, Shi-Yong Neo, Xiangdong Wang, Sheng Tang, Shouxun Lin

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Visual Synset: Towards a higher-level visual representation.

Yantao Zheng, Ming Zhao, Shi-Yong Neo, Tat-Seng Chua, Qi Tian

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Probabilistic optimized ranking for multimedia semantic concept detection via RVM.

Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

VisionGo: bridging users and multimedia video retrieval.

Shi-Yong Neo, Huan-Bo Luan, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Adaptive multiple feedback strategies for interactive video search.

Huan-Bo Luan, Yantao Zheng, Shi-Yong Neo, Yongdong Zhang, Shouxun Lin, Tat-Seng Chua

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007

TRECVID 2007 Search Tasks by NUS-ICT.

Tat-Seng Chua, Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Xiaoming Zhang, Sheng Tang, Yong-Dong Zhang, Jin-Tao Li, Juan Cao, Huan-Bo Luan, Qiao-Yan He, Xu Zhang

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

The use of topic evolution to help users browse and find answers in news video corpus.

Shi-Yong Neo, Yuanyuan Ran, Hai-Kiat Goh, Yantao Zheng, Tat-Seng Chua, Jintao Li

Proceedings of the 15th International Conference on Multimedia 2007, 2007

News Video Retrieval using Implicit Event Semantics.

Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua, Sheng Tang

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

The use of temporal, semantic and visual partitioning model for efficient near-duplicate keyframe detection in large scale news corpus.

Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Active learning approach to interactive spatio-temporal news video retrieval.

Huan-Bo Luan, Shi-Yong Neo, Tat-Seng Chua, Yantao Zheng, Sheng Tang, Yongdong Zhang, Jin-Tao Li

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

TRECVID 2006 by NUS-I2R.

Tat-Seng Chua, Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Sheng Tang, Yang Xiao, Ming Zhao, Sheng Gao, Xinglei Zhu, Lekha Chaisorn, Qibin Sun

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

News video search with fuzzy event clustering using high-level features.

Shi-Yong Neo, Yantao Zheng, Tat-Seng Chua, Qi Tian

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Segmentation, categorization, and identification of commercial clips from TV streams using multimodal analysis.

Ling-Yu Duan, Jinqiao Wang, Yantao Zheng, Jesse S. Jin, Hanqing Lu, Changsheng Xu

Proceedings of the 14th ACM International Conference on Multimedia, 2006

TV Commercial Classification by using Multi-Modal Textual Information.

Yantao Zheng, Lingyu Duan, Qi Tian, Jesse S. Jin

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005

Shot-Level Camera Motion Estimation Based on a Parametric Model.

Ling-Yu Duan, Jinqiao Wang, Yantao Zheng, Changsheng Xu, Qi Tian, Jesse S. Jin, Hanqing Lu

Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

2004

Modified discrete clustering technique: a novel approach to represent membership functions of fuzzy sets.

Yantao Zheng, Chai Quek, Geok See Ng

Proceedings of the 8th International Conference on Control, 2004