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Journal Articles
- 2015
[j16]Sheng Tang, Yongdong Zhang, Zuoxin Xu, Haojie Li, Yan-Tao Zheng, Jintao Li:
An efficient concept detection system via sparse ensemble learning. Neurocomputing 169: 124-133 (2015)- 2014
- [j15]Yu Wang, Sheng Tang, Yan-Tao Zheng, Yong-Dong Zhang, Jin-Tao Li:
Semi-supervised learning via sparse model. Neurocomputing 131: 124-131 (2014) - 2013
- [j14]Yan-Tao Zheng, Shuicheng Yan, Zheng-Jun Zha
, Yiqun Li, Xiangdong Zhou, Tat-Seng Chua, Ramesh C. Jain:
GPSView: A scenic driving route planner. ACM Trans. Multim. Comput. Commun. Appl. 9(1): 3:1-3:18 (2013) - 2012
- [j13]Congyan Lang, Jiashi Feng, Yantao Zheng:
Towards a universal detector by mining concepts with small semantic gaps. Expert Syst. Appl. 39(12): 11312-11320 (2012) - [j12]Shao-Xi Xu, Sheng Tang, Yongdong Zhang, Jintao Li, Yan-Tao Zheng:
Exploring multi-modality structure for cross domain adaptation in video concept annotation. Neurocomputing 95: 11-21 (2012) - [j11]Zheng-Jun Zha, Tao Mei, Yan-Tao Zheng, Zengfu Wang, Xian-Sheng Hua:
A comprehensive representation scheme for video semantic ontology and its applications in semantic concept detection. Neurocomputing 95: 29-39 (2012) - [j10]Yan Song, Sheng Tang, Yan-Tao Zheng, Tat-Seng Chua, Yongdong Zhang, Shouxun Lin:
Exploring probabilistic localized video representation for human action recognition. Multim. Tools Appl. 58(3): 663-685 (2012) - [j9]Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua:
Mining Travel Patterns from Geotagged Photos. ACM Trans. Intell. Syst. Technol. 3(3): 56:1-56:18 (2012) - [j8]Zheng-Jun Zha, Meng Wang, Yan-Tao Zheng, Yi Yang, Richang Hong, Tat-Seng Chua:
Interactive Video Indexing With Statistical Active Learning. IEEE Trans. Multim. 14(1): 17-27 (2012) - [j7]Sheng Tang, Yan-Tao Zheng, Yu Wang, Tat-Seng Chua:
Sparse Ensemble Learning for Concept Detection. IEEE Trans. Multim. 14(1): 43-54 (2012) - 2011
- [j6]Huan-Bo Luan, Yan-Tao Zheng, Meng Wang, Tat-Seng Chua:
VisionGo: Towards video retrieval with joint exploration of human and computer. Inf. Sci. 181(19): 4197-4213 (2011) - [j5]Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua:
Research and applications on georeferenced multimedia: a survey. Multim. Tools Appl. 51(1): 77-98 (2011) - [j4]Yan Song, Yan-Tao Zheng, Sheng Tang, Xiangdong Zhou, Yongdong Zhang, Shouxun Lin, Tat-Seng Chua:
Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos. IEEE Trans. Circuits Syst. Video Technol. 21(9): 1193-1202 (2011) - [j3]Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua:
Utilizing Related Samples to Enhance Interactive Concept-Based Video Search. IEEE Trans. Multim. 13(6): 1343-1355 (2011) - 2009
- [j2]Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
Toward a higher-level visual representation for object-based image retrieval. Vis. Comput. 25(1): 13-23 (2009) - 2008
- [j1]Ling-Yu Duan, Jinqiao Wang, Yantao Zheng, Hanqing Lu, Jesse S. Jin:
Digesting Commercial Clips from TV Streams. IEEE Multim. 15(1): 28-41 (2008)
Conference and Workshop Papers
- 2024
- [c41]Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Yinfei Yang:
MOFI: Learning Image Representations from Noisy Entity Annotated Images. ICLR 2024 - 2023
- [c40]Chen Chen, Bowen Zhang, Liangliang Cao, Jiguang Shen, Tom Gunter, Albin Madappally Jose, Alexander Toshev, Yantao Zheng, Jonathon Shlens, Ruoming Pang, Yinfei Yang:
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens. EMNLP 2023: 15079-15094 - 2012
- [c39]Jin Yuan, Huan-Bo Luan, Dejun Hou, Han Zhang, Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua:
Video Browser Showdown by NUS. MMM 2012: 642-645 - 2011
- [c38]Lekha Chaisorn, Yan-Tao Zheng, Kelvin Sim:
Known-item Search (KIS) in video: Survey, experience and trend. ICICS 2011: 1-4 - [c37]Guangda Li, Meng Wang, Yan-Tao Zheng, Haojie Li, Zheng-Jun Zha, Tat-Seng Chua:
ShotTagger: tag location for internet videos. ICMR 2011: 37 - [c36]Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Fei Chang, Tat-Seng Chua:
Locally regressive G-optimal design for image retrieval. ICMR 2011: 59 - [c35]Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua:
Learning concept bundles for video search with complex queries. ACM Multimedia 2011: 453-462 - [c34]Kong-Wah Wan, Yan-Tao Zheng, Lekha Chaisorn:
Known-item video search via query-to-modality mapping. ACM Multimedia 2011: 1133-1136 - [c33]Yan-Tao Zheng, Yiqun Li, Zheng-Jun Zha, Tat-Seng Chua:
Mining Travel Patterns from GPS-Tagged Photos. MMM (1) 2011: 262-272 - [c32]Yi-Liang Zhao, Yan-Tao Zheng, Xiangdong Zhou, Tat-Seng Chua:
Generating Representative Views of Landmarks via Scenic Theme Detection. MMM (1) 2011: 392-402 - 2010
- [c31]Kong-Wah Wan, Yan-Tao Zheng, Sujoy Roy:
I2R At ImageCLEF Wikipedia Retrieval 2010. CLEF (Notebook Papers/LABs/Workshops) 2010 - [c30]Yan Song, Sheng Tang, Yantao Zheng, Tat-Seng Chua, Yongdong Zhang, Shouxun Lin:
A distribution based video representation for human action recognition. ICME 2010: 772-777 - [c29]Yiqun Li, Aiyuan Guo, Siying Liu, Yan Gao, Yan-Tao Zheng:
A location based reminder system for advertisement. ACM Multimedia 2010: 1501-1502 - [c28]Jiashi Feng, Yantao Zheng, Shuicheng Yan:
Towards a universal detector by mining concepts with small semantic gaps. ACM Multimedia 2010: 1707-1710 - [c27]Guangda Li, Richang Hong, Yantao Zheng, Shuicheng Yan, Tat-Seng Chua:
Learning Cooking Techniques from YouTube. MMM 2010: 713-718 - [c26]Lei Gao, Guangda Li, Yantao Zheng, Richang Hong, Tat-Seng Chua:
Video Reference: A Video Question Answering Engine. MMM 2010: 799-801 - [c25]Zuotao Liu, Xiangdong Zhou, Yu Xiang, Yan-Tao Zheng:
Learning Contextual Metrics for Automatic Image Annotation. PCM (1) 2010: 124-135 - [c24]Lekha Chaisorn, Kong-Wah Wan, Yan-Tao Zheng, Yongwei Zhu, Tian-Shiang Kok, Hui Li Tan, Zixiang Fu, Susanna Bolling:
TRECVID 2010 Known-item Search (KIS) Task by I2R. TRECVID 2010 - 2009
- [c23]Tat-Seng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, Yantao Zheng:
NUS-WIDE: a real-world web image database from National University of Singapore. CIVR 2009 - [c22]Yantao Zheng, Shi-Yong Neo, Xiangyu Chen, Tat-Seng Chua:
VisionGo: towards true interactivity. CIVR 2009 - [c21]Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven:
Tour the world: Building a web-scale landmark recognition engine. CVPR 2009: 1085-1092 - [c20]Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven, Jay Yagnik:
Tour the world: a technical demonstration of a web-scale landmark recognition engine. ACM Multimedia 2009: 961-962 - [c19]Sheng Tang, Jintao Li, Yongdong Zhang, Cheng Xie, Ming Li, Yizhi Liu, Xiufeng Hua, Yantao Zheng, Jinhui Tang, Tat-Seng Chua:
Pornprobe: an LDA-SVM based pornography detection system. ACM Multimedia 2009: 1003-1004 - [c18]Ming Li, Yantao Zheng, Shouxun Lin, Yong-Dong Zhang, Tat-Seng Chua:
Multimedia Evidence Fusion for Video Concept Detection via OWA Operator. MMM 2009: 208-216 - 2008
- [c17]Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
Probabilistic optimized ranking for multimedia semantic concept detection via RVM. CIVR 2008: 161-168 - [c16]Huan-Bo Luan, Yantao Zheng, Shi-Yong Neo, Yongdong Zhang, Shouxun Lin, Tat-Seng Chua:
Adaptive multiple feedback strategies for interactive video search. CIVR 2008: 457-464 - [c15]Shi-Yong Neo, Huan-Bo Luan, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua:
VisionGo: bridging users and multimedia video retrieval. CIVR 2008: 559-560 - [c14]Yantao Zheng, Ming Zhao, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
Visual Synset: Towards a higher-level visual representation. CVPR 2008 - [c13]Ming Li, Yantao Zheng, Shi-Yong Neo, Xiangdong Wang, Sheng Tang, Shouxun Lin:
Personalized event-based news video retrieval with dynamic user-log. ICME 2008: 1157-1160 - [c12]Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
Object-Based Image Retrieval Beyond Visual Appearances. MMM 2008: 13-23 - 2007
- [c11]Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian:
The use of temporal, semantic and visual partitioning model for efficient near-duplicate keyframe detection in large scale news corpus. CIVR 2007: 409-416 - [c10]Huan-Bo Luan, Shi-Yong Neo, Tat-Seng Chua, Yantao Zheng, Sheng Tang, Yongdong Zhang, Jin-Tao Li:
Active learning approach to interactive spatio-temporal news video retrieval. CIVR 2007: 651 - [c9]Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua, Sheng Tang:
News Video Retrieval using Implicit Event Semantics. ICME 2007: 803-806 - [c8]Shi-Yong Neo, Yuanyuan Ran, Hai-Kiat Goh, Yantao Zheng, Tat-Seng Chua, Jintao Li:
The use of topic evolution to help users browse and find answers in news video corpus. ACM Multimedia 2007: 198-207 - [c7]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:
TRECVID 2007 Search Tasks by NUS-ICT. TRECVID 2007 - 2006
- [c6]Yantao Zheng, Lingyu Duan, Qi Tian, Jesse S. Jin:
TV Commercial Classification by using Multi-Modal Textual Information. ICME 2006: 497-500 - [c5]Shi-Yong Neo, Yantao Zheng, Tat-Seng Chua, Qi Tian:
News video search with fuzzy event clustering using high-level features. ACM Multimedia 2006: 169-172 - [c4]Ling-Yu Duan, Jinqiao Wang, Yantao Zheng, Jesse S. Jin, Hanqing Lu, Changsheng Xu:
Segmentation, categorization, and identification of commercial clips from TV streams using multimodal analysis. ACM Multimedia 2006: 201-210 - [c3]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:
TRECVID 2006 by NUS-I2R. TRECVID 2006 - 2005
- [c2]Ling-Yu Duan, Jinqiao Wang, Yantao Zheng, Changsheng Xu, Qi Tian, Jesse S. Jin, Hanqing Lu:
Shot-Level Camera Motion Estimation Based on a Parametric Model. TRECVID 2005 - 2004
- [c1]Yantao Zheng, Chai Quek, Geok See Ng:
Modified discrete clustering technique: a novel approach to represent membership functions of fuzzy sets. ICARCV 2004: 2023-2028
Informal and Other Publications
- 2024
- [i3]Ishika Joshi, Simra Shahid, Shreeya Venneti, Manushree Vasu, Yantao Zheng, Yunyao Li, Balaji Krishnamurthy, Gromit Yeuk-Yin Chan:
CoPrompter: User-Centric Evaluation of LLM Instruction Alignment for Improved Prompt Engineering. CoRR abs/2411.06099 (2024) - 2023
- [i2]Liangliang Cao, Bowen Zhang, Chen Chen, Yinfei Yang, Xianzhi Du, Wencong Zhang, Zhiyun Lu, Yantao Zheng:
Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness. CoRR abs/2305.05095 (2023) - [i1]Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Zhe Gan, Yinfei Yang:
MOFI: Learning Image Representations from Noisy Entity Annotated Images. CoRR abs/2306.07952 (2023)
Coauthor Index
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