Shih-Fu Chang

Most-cited papers

VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
Hassan Akbari, Liang-Zhe Yuan, Rui Qian, Wei-Hong Chuang +3 more
2021Neural Information Processing Systems788 citations
Semantic Scholar
Detecting and Simulating Artifacts in GAN Fake Images
Xu Zhang, Svebor Karaman, Shih-Fu Chang
2019International Workshop on Information Forensics and Security685 citations Open access
Semantic Scholar
Open-Vocabulary Object Detection Using Captions
Alireza Zareian, Kevin Dela Rosa, D. Hu, Shih-Fu Chang
2020Computer Vision and Pattern Recognition649 citations Open access
Semantic Scholar
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
Mang Ye, Xu Zhang, Pong C. Yuen, Shih-Fu Chang
2019Computer Vision and Pattern Recognition647 citations Open access
Semantic Scholar
A survey of multimodal sentiment analysis
M. Soleymani, David García, Brendan Jou, Björn Schuller +2 more
2017Image and Vision Computing628 citations Open access
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Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks
Long Chen, Hanwang Zhang, Jun Xiao, W. Liu +1 more
20172018 IEEE/CVF Conference on Computer Vision and Pattern Recognition314 citations Open access
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AutoLoc: Weakly-supervised Temporal Action Localization
Zheng Shou, Hang Gao, Lei Zhang, K. Miyazawa +1 more
2018European Conference on Computer Vision289 citations
Semantic Scholar
Bridging Knowledge Graphs to Generate Scene Graphs
Alireza Zareian, Svebor Karaman, Shih-Fu Chang
2020European Conference on Computer Vision252 citations Open access
Semantic Scholar
Grounding Referring Expressions in Images by Variational Context
Hanwang Zhang, Yulei Niu, Shih-Fu Chang
20172018 IEEE/CVF Conference on Computer Vision and Pattern Recognition252 citations Open access
Semantic Scholar
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
G. Han, Shiyuan Huang, Jiawei Ma, Yicheng He +1 more
2021AAAI Conference on Artificial Intelligence251 citations Open access
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Multi-Granularity Generator for Temporal Action Proposal
Yuan Liu, Lin Ma, Yifeng Zhang, W. Liu +1 more
2018Computer Vision and Pattern Recognition208 citations Open access
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Few-Shot Object Detection with Fully Cross-Transformer
G. Han, Jiawei Ma, Shiyuan Huang, Long Chen +1 more
2022Computer Vision and Pattern Recognition199 citations Open access
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Counterfactual Critic Multi-Agent Training for Scene Graph Generation
Long Chen, Hanwang Zhang, Jun Xiao, Xiang-Nan He +2 more
2018IEEE International Conference on Computer Vision168 citations Open access
Semantic Scholar
Learning Spread-Out Local Feature Descriptors
Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang
2017IEEE International Conference on Computer Vision156 citations Open access
Semantic Scholar
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks
Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang +1 more
2018Neural Information Processing Systems151 citations
Semantic Scholar
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition
Zheng Shou, Xudong Lin, Yannis Kalantidis, Laura Sevilla-Lara +3 more
2019Computer Vision and Pattern Recognition148 citations Open access
Semantic Scholar
PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN
Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang
2017IEEE International Conference on Computer Vision147 citations Open access
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Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks
G. Han, Yi-Cheng He, Shiyuan Huang, Jiawei Ma +1 more
2021IEEE International Conference on Computer Vision141 citations Open access
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Cross-media Structured Common Space for Multimedia Event Extraction
Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead +3 more
2020Annual Meeting of the Association for Computational Linguistics136 citations Open access
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COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian +23 more
2020North American Chapter of the Association for Computational Linguistics130 citations Open access
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Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding
Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang +2 more
2020AAAI Conference on Artificial Intelligence127 citations Open access
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Augmentation Invariant and Instance Spreading Feature for Softmax Embedding
Mang Ye, Jian-Bing Shen, Xu Zhang, Pong C. Yuen +1 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence121 citations
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Learning To Recognize Procedural Activities with Distant Supervision
Xudong Lin, F. Petroni, Gedas Bertasius, Marcus Rohrbach +2 more
2022Computer Vision and Pattern Recognition109 citations Open access
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Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos
Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne +9 more
2021IEEE International Conference on Computer Vision105 citations
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Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification
Yu-Gang Jiang, Zu-Xuan Wu, Jin-Hui Tang, Ze-Chao Li +2 more
2017IEEE transactions on multimedia105 citations Open access
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GAIA: A Fine-grained Multimedia Knowledge Extraction System
Manling Li, Alireza Zareian, Ying Lin, Xiao-Man Pan +8 more
2020Annual Meeting of the Association for Computational Linguistics99 citations Open access
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Multi-Level Multimodal Common Semantic Space for Image-Phrase Grounding
Hassan Akbari, Svebor Karaman, Surabhi Bhargava, Brian Chen +2 more
2018Computer Vision and Pattern Recognition87 citations Open access
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Entity-aware Image Caption Generation
Di Lu, Spencer Whitehead, Li-Fu Huang, Heng Ji +1 more
2018Conference on Empirical Methods in Natural Language Processing86 citations Open access
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Cross-lingual Structure Transfer for Relation and Event Extraction
Ananya Subburathinam, Di Lu, Heng Ji, Jonathan May +3 more
2019Conference on Empirical Methods in Natural Language Processing83 citations Open access
Semantic Scholar
Partner-Assisted Learning for Few-Shot Image Classification
Jiawei Ma, Hanchen Xie, G. Han, Shih-Fu Chang +2 more
2021IEEE International Conference on Computer Vision82 citations Open access
Semantic Scholar
CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation
Jiawei Ma, Zheng Shou, Alireza Zareian, H. Mansour +2 more
2019arXiv.org82 citations
Semantic Scholar
VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs
Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang +2 more
2021Computer Vision and Pattern Recognition80 citations Open access
Semantic Scholar
Context-Gated Convolution
Xudong Lin, Lin Ma, Wei Liu, Shih-Fu Chang
2019European Conference on Computer Vision77 citations Open access
Semantic Scholar
Online Detection of Action Start in Untrimmed, Streaming Videos
Zheng Shou, Junting Pan, Jonathan Chan, K. Miyazawa +4 more
2018European Conference on Computer Vision70 citations Open access
Semantic Scholar
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System
Haoyang Wen, Ying Lin, T. Lai, Xiao-Man Pan +22 more
2021North American Chapter of the Association for Computational Linguistics65 citations Open access
Semantic Scholar
Weakly Supervised Visual Semantic Parsing
Alireza Zareian, Svebor Karaman, Shih-Fu Chang
2020Computer Vision and Pattern Recognition61 citations Open access
Semantic Scholar
Urban Semantic 3D Reconstruction From Multiview Satellite Imagery
Matthew J. Leotta, Chengjiang Long, Bastien Jacquet, Matthieu Zins +9 more
20192019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)60 citations
Semantic Scholar
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions
Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian +2 more
2021North American Chapter of the Association for Computational Linguistics57 citations Open access
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CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks
Zhecan Wang, N. Codella, Yen-Chun Chen, Luowei Zhou +6 more
2022arXiv.org49 citations
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Heated-Up Softmax Embedding
Xu Zhang, Felix X. Yu, Svebor Karaman, Wei Zhang +1 more
2018arXiv.org48 citations
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SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning
Zhecan Wang, Haoxuan You, Liunian Harold Li, Alireza Zareian +4 more
2021AAAI Conference on Artificial Intelligence45 citations Open access
Semantic Scholar
Incorporating Background Knowledge into Video Description Generation
Spencer Whitehead, Heng Ji, Mohit Bansal, Shih-Fu Chang +1 more
2018Conference on Empirical Methods in Natural Language Processing40 citations Open access
Semantic Scholar
Uncertainty-Aware Few-Shot Image Classification
Zhi-Zheng Zhang, Cuiling Lan, Wen-Jun Zeng, Zhi-Bo Chen +1 more
2020International Joint Conference on Artificial Intelligence38 citations Open access
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Joint Multimedia Event Extraction from Video and Article
Brian Chen, Xudong Lin, Christopher Thomas, Man-Ling Li +4 more
2021Conference on Empirical Methods in Natural Language Processing36 citations Open access
Semantic Scholar
Localizing Actions from Video Labels and Pseudo-Annotations
P. Mettes, Cees G. M. Snoek, Shih-Fu Chang
2017British Machine Vision Conference35 citations Open access
Semantic Scholar
Multimodal Social Media Analysis for Gang Violence Prevention
Philipp Blandfort, D. Patton, William R. Frey, Svebor Karaman +8 more
2018International Conference on Web and Social Media34 citations Open access
Semantic Scholar
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions
Yulei Niu, Hanwang Zhang, Zhi-Wu Lu, Shih-Fu Chang
2019IEEE Transactions on Pattern Analysis and Machine Intelligence33 citations Open access
Semantic Scholar
Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation
Zheng Shou, Junting Pan, Jonathan Chan, K. Miyazawa +4 more
2018arXiv.org32 citations
Semantic Scholar
Discovering Image Manipulation History by Pairwise Relation and Forensics Tools
Xu Zhang, Zhaohui H. Sun, Svebor Karaman, Shih-Fu Chang
2020IEEE Journal on Selected Topics in Signal Processing28 citations
Semantic Scholar
Co-Grounding Networks with Semantic Attention for Referring Expression Comprehension in Videos
Sijie Song, Xudong Lin, Jiaying Liu, Zong-Ming Guo +1 more
2021Computer Vision and Pattern Recognition21 citations Open access
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