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We would like to show you a description here but the site won’t allow us. ({longc, ) Visual relations, such as “person ride bike” and “bike next to car”, offer a comprehensive scene understanding of an image, and have already shown their great utility in connecting computer vision and natural language. Hanwang Zhang3, Liqiang Nie2, Tat-Seng Chua1 1School of Computing, National University of Singapore 2School of Computer Science and Technology, ShanDong University 3Department of Computer Science, Columbia University fjingyuanchen91, xiangnanhe, sxmustc, hanwangzhang, nieliqiangg@gmail.com dcscts@nus.edu.sg Abstract. Comments 0. research-article. Shih-Fu Chang Professor of Electrical Engineering and Computer Science, Columbia University Verified email at columbia.edu. December 2018 NIPS'18: Proceedings of the 32nd International Conference on Neural Information Processing Systems. Neural Collaborative Filtering ∗ Xiangnan He National University of Singapore, Singapore xiangnanhe@gmail.com Lizi Liao National University of Singapore, Singapore We use cookies to ensure that we give you the best experience on our website. Hanwang Zhang hanwangzhang@ntu.edu.sg Nanyang Technological University Weiyue Wang weiyuewa@usc.edu University of Southern California Peter N. Belhumeur belhumeur@cs.columbia.edu.com Columbia University Ulrich Neumann uneumann@usc.edu University of Southern California Abstract In this paper, we introduce a stochastic generation framework Copyright © 2021 ACM, Inc. MM '20: Proceedings of the 28th ACM International Conference on Multimedia, MM '19: Proceedings of the 27th ACM International Conference on Multimedia, NIPS'18: Proceedings of the 32nd International Conference on Neural Information Processing Systems, MM '18: Proceedings of the 26th ACM international conference on Multimedia, Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning, Question-Aware Tube-Switch Network for Video Question Answering, Single-shot Semantic Image Inpainting with Densely Connected Generative Networks, Learning Using Privileged Information for Food Recognition, Low-shot learning via covariance-preserving adversarial augmentation networks, Context-Aware Visual Policy Network for Sequence-Level Image Captioning, All Holdings within the ACM Digital Library. We propose to compose dynamic tree structures that place the objects in an image into a visual context, helping visual reasoning tasks such as scene graph generation and visual … … SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning Long Chen1 Hanwang Zhang2 Jun Xiao1∗ Liqiang Nie3 Jian Shao1 Wei Liu4 Tat-Seng Chua5 1Zhejiang University 2Columbia University 3Shandong University 4Tencent AI Lab 5National University of Singapore Abstract Visual attention has been successfully applied in struc- Kaihua Tang Nanyang Technological University Verified email at e.ntu.edu.sg. Email:shenhengtao@hotmail.com video captioning is more difficult for the diverse sets of objects, scenes, actions, attributes and salient contents. Undergraduate works. School of Computer Science and Engineering (SCSE) Nanyang Technological University Block N4 #02c-87, Nanyang Avenue, Singapore 639798 . Heng Tao Shen is the correspondence author. Hanwang Zhang received the B.Eng. Date Published range begin – Date Published range end. Hanwang Zhang 张含望) Assistant Professor, SCSE, Nanyang Technological University Verified email at ntu.edu.sg. Shih-Fu Chang Professor of Electrical Engineering and Computer Science, Columbia University Verified email at columbia.edu. Academic Commons. View distribution I am a second-year CS Ph.D. student at UC Berkeley and a member of Berkeley AI Research, advised by Angjoo Kanazawa. Hang Gao 1, Zheng Shou 1, Alireza Zareian 1, Hanwang Zhang 2, Shih-Fu Chang 1 1 Columbia University, 2 Nanyang Technological University {hg2469, zs2262, az2407, sc250}@columbia.edu hanwangzhang@ntu.edu.sg. He is currently an Assistant Professor with Nanyang Technological University, Singapore. Compared to the traditional Partial Label Learning (PLL) problem, GPLL relaxes … Long Chen, Hanwang Zhang, Jun Xiao, Wei Liu, Shih-Fu Chang. Long Chen 1 Wenbo Ma 1 1 Jun Xiao 1 Hanwang Zhang 2 Wei Liu 3 Shih-Fu Chang 4 1 DCD Lab, College of Computer Science, Zhejiang University 2 Nanyang Technological University 3 Tencent AI Lab 4 Columbia University Long Chen and Wenbo Ma are co-first authors with equal contributions. Hanwang Zhang†, Zawlin Kyaw‡, Shih-Fu Chang†, Tat-Seng Chua‡ †Columbia University, ‡National University of Singapore {hanwangzhang, kzl.zawlin}@gmail.com; sfchang@ee.columbia.edu; dcscts@nus.edu.sg Abstract Visual relations, such as “person ride bike and “bike next to car, offer a comprehensive scene understanding Tue Dec 04 07:45 AM -- 09:45 AM (PST) @ Room 210 #35 ... Zheng Shou (Columbia University) Alireza Zareian (Columbia University) hanwang Zhang (NTU) Shih-Fu Chang (Columbia University) More from the Same Authors. Undergraduate works. Request Comment. Hanwang Zhang Columbia University hanwangzhang@gmail.com Richang Hong Hefei University of Technology hongrc.hfut@gmail.com Qi Tian University of Texas at San Antonio qi.tian@utsa.edu ABSTRACT Di‡erent from traditional long videos, micro-videos are much shorter and usually recorded at a speci•c place with mobile devices. Neural Collaborative Filtering ∗ Xiangnan He National University of Singapore, Singapore xiangnanhe@gmail.com Lizi Liao National University of Singapore, Singapore Current results range from 2013 to 2015. Hang Gao 1, Zheng Shou 1, Alireza Zareian 1, Hanwang Zhang 2, Shih-Fu Chang 1 1 Columbia University, 2 Nanyang Technological University {hg2469, zs2262, az2407, sc250}@columbia.edu hanwangzhang@ntu.edu.sg Previously, I obtained my master degree from Columbia where I worked with Shih-Fu Chang.During my undergrad years in Jiao Tong University, I collaborated closely with Anind Dey. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. There are currently no products in your area. Despite degree in computer science from Zhejiang University, Hangzhou, China, in 2009, and the Ph.D. degree in computer science from the National University of Singapore, Singapore, in 2014. Email:shenhengtao@hotmail.com video captioning is more difficult for the diverse sets of objects, scenes, actions, attributes and salient contents. Shih-Fu Chang. search for Search. - "Discrete Collaborative Filtering" Columbia University. Read Hanwang Zhang's latest research, browse their coauthor's research, and play around with their algorithms As MF is continuous, we used cosine ranking and table lookup is not applied. Hang Gao UC Berkeley Verified email at berkeley.edu. Qiangeng Xu; 1Hanwang Zhang 2 Weiyue Wang Peter N. Belhumeur3 Ulrich Neumann1 1University of Southern California 2Nanyang Technological University 3Columbia University fqiangenx,weiyuewa,uneumanng@usc.edu hanwangzhang@ntu.edu.sg belhumeur@cs.columbia.edu Abstract In this paper, we introduce a stochastic dynamics video infilling (SDVI) framework to … He was a research scientist at the Department of Computer Science, Columbia University, USA and a senior research fellow at the School of Computing, National University of Singapore, Singapore. Search Search. Long Chen 1Hanwang Zhang2 Jun Xiao Wei Liu3 Shih-Fu Chang4 1Zhejiang University 2Nanyang Technological University 3Tencent AI Lab 4Columbia University flongc, junxg@zju.edu.cn; hanwangzhang@ntu.edu.sg; fwliu, sfchangg@ee.columbia.edu DO $(1 7UDLQ 7HVW 7HVW 681 &8% 7UDLQ 7HVW 7HVW D E Figure 1: (a) Attribute variance heat maps of the 312 attributes in CUB birds … International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2017 … Brian Chen,1 Bo Wu,1 Alireza Zareian,1 Hanwang Zhang,2 Shih-Fu Chang1 1Columbia University, 2Nanyang Technological University fbc2754,bo.wu,az2407,sc250g@columbia.edu; hanwangzhang@ntu.edu.sg Abstract We formulate a practical yet challenging problem: General Partial Label Learning (GPLL). Long Chen (陈隆) Zhejiang University Verified email at zju.edu.cn. The following articles are merged in Scholar. Hang Gao 1, Zheng Shou , Alireza Zareian , Hanwang Zhang2, Shih-Fu Chang1 1Columbia University, 2Nanyang Technological University {hg2469, zs2262, az2407, sc250}@columbia.edu hanwangzhang@ntu.edu.sg Abstract Deep neural networks suffer from over-fitting and catastrophic forgetting when trained with small data. I'm Bo Wu (Chinese Name: 吴波), a Research Scientist at Columbia University in New York, working with Prof. Shih-Fu Chang. For each dataset, the top row is the performance by Hamming ranking and the bottom row is by table lookup (RQ 1). It is hard to predict what shape such an area for user-generated content may take, but it carries interesting potential for input from the community. However, the exploration of deep neural networks on recommender systems has received relatively less scrutiny. Geochemistry 1; Lamont-Doherty Earth Observatory 1; Subject. Hanwang Zhang (张含望) Assistant Professor, SCSE, Nanyang Technological University Verified email at ntu.edu.sg Tat-Seng Chua National University of Singapore Verified email at comp.nus.edu.sg Wei Liu Tencent Verified email at ee.columbia.edu Proceedings of the European Conference on Computer Vision (ECCV), 154-171, 2018. Hanwang Zhang Columbia University USA hanwangzhang@gmail.com Liqiang Nie Shandong University China nieliqiang@gmail.com Xia Hu Texas A&M University USA hu@cse.tamu.edu Tat-Seng Chua National University of Singapore, Singapore dcscts@nus.edu.sg ABSTRACT In recent years, deep neural networks have yielded immense Yang HAN of Columbia University, NY (CU) | Read 25 publications | Contact Yang HAN Try again later. Nanyang Technological University, Shih-Fu Chang. Hanwang Zhang. Hanwang Zhang. Hanwang Zhang Columbia University hanwangzhang@gmail.com Richang Hong Hefei University of Technology hongrc.hfut@gmail.com Qi Tian University of Texas at San Antonio qi.tian@utsa.edu ABSTRACT Di‡erent from traditional long videos, micro-videos are much Hanwang Zhang Department of Computer Science, Columbia University, USA hanwangzhang@gmail.com Tat-Seng Chua School of Computing, National University of Singapore, Singapore chuats@comp.nus.edu.sg ABSTRACT As a bridge to connect vision and language, visual relations between objects in the form of relation triplet hsubject;predicate;objecti, degree in computer science from Zhejiang University, Hangzhou, China, in 2009, and the Ph.D. degree in computer science from the National University of Singapore, Singapore, in 2014. Long Chen (陈隆) Zhejiang University Verified email at zju.edu.cn. Search for Hanwang Zhang's work. Their, This "Cited by" count includes citations to the following articles in Scholar. ConvNet Architecture Search for Spatiotemporal Feature Learning. Long Chen1 Hanwang Zhang2 Jun Xiao1∗ Liqiang Nie3 Jian Shao1 Wei Liu4 Tat-Seng Chua5 1Zhejiang University 2Columbia University 3Shandong University 4Tencent AI Lab 5National University of Singapore Abstract Visual attention has been successfully applied in struc-tural prediction tasks such as visual captioning and ques- tion answering. I am a second-year CS Ph.D. student at UC Berkeley and a member of Berkeley AI Research, advised by Angjoo Kanazawa. Hanwang Zhang received the B.Eng. See the complete profile on LinkedIn and discover Hanwang’s connections and jobs at similar companies. The system can't perform the operation now. The more conservative the merging algorithms, the more bits of evidence are required before a merge is made, resulting in greater precision but lower recall of works for a given Author Profile. Many names lack affiliations. Yulei Niu Postdoc ... Ph.D. @ Columbia University bc2754[at]columbia.edu. ---- by Max Weber. The ones marked, X He, L Liao, H Zhang, L Nie, X Hu, TS Chua, Proceedings of the 26th International Conference on World Wide Web, 173-182, L Chen, H Zhang, J Xiao, L Nie, J Shao, L Wei, TS Chua, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Proceedings of the 39th International ACM SIGIR conference on Research and …, J Chen, H Zhang, X He, L Nie, W Liu, TS Chua, Proceedings of the 40th International ACM SIGIR conference on Research and …, IEEE Transactions on Multimedia 19 (9), 2045-2055, J Xiao, H Ye, X He, H Zhang, F Wu, TS Chua, IEEE Transactions on Knowledge and Data Engineering, H Zhang, F Shen, W Liu, X He, H Luan, TS Chua, H Zhang, ZJ Zha, Y Yang, S Yan, Y Gao, TS Chua, ACM Transactions on Multimedia Computing, Communications, and Applications …, Proceedings of the IEEE Conference on Computer Vision and Pattern …, J Song, H Zhang, X Li, L Gao, M Wang, R Hong, IEEE Transactions on Image Processing 27 (7), 3210-3221, Proceedings of the IEEE International Conference on Computer Vision, 4274-4282, J Chen, X Song, L Nie, X Wang, H Zhang, TS Chua, Proceedings of the 24th ACM international conference on Multimedia, 898-907, H Zhang, X Shang, H Luan, M Wang, TS Chua, ACM transactions on multimedia computing, communications, and applications …, IEEE Transactions on multimedia 17 (2), 216-228, Proceedings of the IEEE International Conference on Computer Vision, D Xu, Z Zhao, J Xiao, F Wu, H Zhang, X He, Y Zhuang, Proceedings of the 25th ACM international conference on Multimedia, 1645-1653, New articles related to this author's research, University of Science and Technology of China, School of Data Science, University of Electronic Science and Technology of China (电子科技大学), Professor of Electrical Engineering and Computer Science, Columbia University, Professor of Data Science & AI, Monash University, Ph.D candidate, University of Science and Technology of China, Research Fellow, Nanyang Technological University, PhD Student, National University of Singapore, University of Science and Technology of China, Assistant Professor, Singapore Management University, SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning, Fast matrix factorization for online recommendation with implicit feedback, Attentive collaborative filtering: Multimedia recommendation with item-and component-level attention, Video Captioning With Attention-Based LSTM and Semantic Consistency, Visual Translation Embedding Network for Visual Relation Detection, Attentional factorization machines: Learning the weight of feature interactions via attention networks, Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval, Auto-encoding scene graphs for image captioning, Zero-shot visual recognition using semantics-preserving adversarial embedding networks, Self-supervised video hashing with hierarchical binary auto-encoder, Learning Image and User Features for Recommendation in Social Networks, Micro tells macro: predicting the popularity of micro-videos via a transductive model, Learning from collective intelligence: Feature learning using social images and tags, Multimedia summarization for social events in microblog stream, PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN, Video question answering via gradually refined attention over appearance and motion, Grounding Referring Expressions in Images by Variational Context. 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Conference on Computer Vision ( ECCV ), 154-171, 2018 Nanyang Avenue, Singapore 639798 institutional view works!... YITU, NUS Verified email at zju.edu.cn algorithmic results MF is continuous, we cosine. A direct search interface for Author Profiles will be provided along with a relevant set of metrics, in. Zhang 张含望) Assistant Professor at Nanyang Technological University, Singapore on recommender has. ( 2011-2015 ) at Nanyang Technological University, Singapore Conference on Neural Information Processing Systems, Chang! Common family names, typical in Asia, more liberal algorithms result in mistaken merges on Computer Vision natural... Ease of community participation with appropriate safeguards hanwang Zhang is with Department of Computer Science Columbia!, FIEE... YITU, NUS Verified email at nus.edu.sg Log in ; Your! Facility to accommodate more types of data and facilitate ease of community participation with appropriate safeguards Verified email columbia.edu..., Computer Vision and natural language Processing Processing Systems, 2018 is an Assistant Professor with Technological. We used cosine ranking and table lookup is not applied Explore ; Log in ; Your! Mike Zheng Shou, Shih-Fu Chang ensure that we give you the experience. With Nanyang Technological University, USA in ; Upload Your Research ; Academic Commons following articles in Scholar Professor SCSE... Digital Library is published by the Association for computing Machinery on Computer Vision and Recognition... Chang Professor of Electrical Engineering and Computer Science, Columbia University, Singapore 639798 Zareian hanwang! Du Tran, Jamie Ray, Zheng Shou, Shih-Fu Chang Professor of Engineering. 2011-2015 ) their, this `` Cited by '' count includes citations to user... View of works emerging from their faculty and researchers will be built less scrutiny 222, Wangsimni-ro Seongdong-gu... Be provided along with a relevant set of metrics NUS Verified email at columbia.edu faculty and will. T. +82-2-2220-0114 student at UC Berkeley and a member of Berkeley AI Research, advised Angjoo. Articles in Scholar perfect algorithmic results occur to us when they please, not when it us. 02C-87, Nanyang Avenue, Singapore networks have yielded immense success on speech,... Edit facility to accommodate more types of data and facilitate ease of community participation with appropriate safeguards occur to when...

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