Yantao Zheng

According to our database1, Yantao Zheng authored at least 58 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
MOFI: Learning Image Representations from Noisy Entity Annotated Images.
CoRR, 2023

Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness.
CoRR, 2023

STAIR: Learning Sparse Text and Image Representation in Grounded Tokens.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2015
An efficient concept detection system via sparse ensemble learning.
Neurocomputing, 2015

2014
Semi-supervised learning via sparse model.
Neurocomputing, 2014

2013
GPSView: A scenic driving route planner.
ACM Trans. Multim. Comput. Commun. Appl., 2013

2012
Interactive Video Indexing With Statistical Active Learning.
IEEE Trans. Multim., 2012

Sparse Ensemble Learning for Concept Detection.
IEEE Trans. Multim., 2012

Mining Travel Patterns from Geotagged Photos.
ACM Trans. Intell. Syst. Technol., 2012

Exploring probabilistic localized video representation for human action recognition.
Multim. Tools Appl., 2012

A comprehensive representation scheme for video semantic ontology and its applications in semantic concept detection.
Neurocomputing, 2012

Exploring multi-modality structure for cross domain adaptation in video concept annotation.
Neurocomputing, 2012

Towards a universal detector by mining concepts with small semantic gaps.
Expert Syst. Appl., 2012

Video Browser Showdown by NUS.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

2011
Utilizing Related Samples to Enhance Interactive Concept-Based Video Search.
IEEE Trans. Multim., 2011

Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos.
IEEE Trans. Circuits Syst. Video Technol., 2011

Research and applications on georeferenced multimedia: a survey.
Multim. Tools Appl., 2011

VisionGo: Towards video retrieval with joint exploration of human and computer.
Inf. Sci., 2011

Mining Travel Patterns from GPS-Tagged Photos.
Proceedings of the Advances in Multimedia Modeling, 2011

Generating Representative Views of Landmarks via Scenic Theme Detection.
Proceedings of the Advances in Multimedia Modeling, 2011

Learning concept bundles for video search with complex queries.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Known-item video search via query-to-modality mapping.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Locally regressive G-optimal design for image retrieval.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

ShotTagger: tag location for internet videos.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Known-item Search (KIS) in video: Survey, experience and trend.
Proceedings of the 8th International Conference on Information, 2011

2010
TRECVID 2010 Known-item Search (KIS) Task by I2R.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Learning Contextual Metrics for Automatic Image Annotation.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Learning Cooking Techniques from YouTube.
Proceedings of the Advances in Multimedia Modeling, 2010

Video Reference: A Video Question Answering Engine.
Proceedings of the Advances in Multimedia Modeling, 2010

A location based reminder system for advertisement.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Towards a universal detector by mining concepts with small semantic gaps.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

A distribution based video representation for human action recognition.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

I2R At ImageCLEF Wikipedia Retrieval 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009
Toward a higher-level visual representation for object-based image retrieval.
Vis. Comput., 2009

Multimedia Evidence Fusion for Video Concept Detection via OWA Operator.
Proceedings of the Advances in Multimedia Modeling, 2009

Tour the world: a technical demonstration of a web-scale landmark recognition engine.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Pornprobe: an LDA-SVM based pornography detection system.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Tour the world: Building a web-scale landmark recognition engine.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

VisionGo: towards true interactivity.
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.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
Digesting Commercial Clips from TV Streams.
IEEE Multim., 2008

Object-Based Image Retrieval Beyond Visual Appearances.
Proceedings of the Advances in Multimedia Modeling, 2008

Personalized event-based news video retrieval with dynamic user-log.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Visual Synset: Towards a higher-level visual representation.
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.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

VisionGo: bridging users and multimedia video retrieval.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Adaptive multiple feedback strategies for interactive video search.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007
TRECVID 2007 Search Tasks by NUS-ICT.
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.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

News Video Retrieval using Implicit Event Semantics.
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.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Active learning approach to interactive spatio-temporal news video retrieval.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
TRECVID 2006 by NUS-I2R.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

News video search with fuzzy event clustering using high-level features.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Segmentation, categorization, and identification of commercial clips from TV streams using multimodal analysis.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

TV Commercial Classification by using Multi-Modal Textual Information.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005
Shot-Level Camera Motion Estimation Based on a Parametric Model.
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

2004
Modified discrete clustering technique: a novel approach to represent membership functions of fuzzy sets.
Proceedings of the 8th International Conference on Control, 2004


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