Hauptmann, Alexander G

68 publications

AISTATS 2025 Learning Visual-Semantic Subspace Representations Gabriel Moreira, Manuel Marques, Joao Costeira, Alexander G Hauptmann

ICLR 2025 MetaDesigner: Advancing Artistic Typography Through AI-Driven, User-Centric, and Multilingual WordArt Synthesis Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Qi He, Wangmeng Xiang, Hanyuan Chen, Jin-Peng Lan, Xianhui Lin, Kang Zhu, Bin Luo, Yifeng Geng, Xuansong Xie, Alexander G Hauptmann

NeurIPS 2024 Emotion-Llama: Multimodal Emotion Recognition and Reasoning with Instruction Tuning Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Jingdong Sun, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander G. Hauptmann

NeurIPS 2024 Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions Heng Li, Minghan Li, Zhi-Qi Cheng, Yifei Dong, Yuxuan Zhou, Jun-Yan He, Qi Dai, Teruko Mitamura, Alexander G. Hauptmann

ICLR 2024 Language Model Beats Diffusion - Tokenizer Is Key to Visual Generation Lijun Yu, Jose Lezama, Nitesh Bharadwaj Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Agrim Gupta, Xiuye Gu, Alexander G Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A Ross, Lu Jiang

ECCV 2024 Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models Xiaoyu Zhu, Hao Zhou, Pengfei Xing, Long Zhao, Hao Xu, Junwei Liang, Alexander G. Hauptmann, Ting Liu, Andrew Gallagher

ICCV 2023 Breaking the Limits of Text-Conditioned 3D Motion Synthesis with Elaborative Descriptions Yijun Qian, Jack Urbanek, Alexander G. Hauptmann, Jungdam Won

ICCV 2023 ChartReader: A Unified Framework for Chart Derendering and Comprehension Without Heuristic Rules Zhi-Qi Cheng, Qi Dai, Alexander G. Hauptmann

CVPR 2023 MAGVIT: Masked Generative Video Transformer Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang

CVPR 2023 STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition Xiaoyu Zhu, Po-Yao Huang, Junwei Liang, Celso M. de Melo, Alexander G. Hauptmann

TMLR 2023 Training Vision-Language Transformers from Captions Liangke Gui, Yingshan Chang, Qiuyuan Huang, Subhojit Som, Alexander G Hauptmann, Jianfeng Gao, Yonatan Bisk

CVPR 2022 Rethinking Spatial Invariance of Convolutional Networks for Object Counting Zhi-Qi Cheng, Qi Dai, Hong Li, Jingkuan Song, Xiao Wu, Alexander G. Hauptmann

ECCV 2022 Rethinking Zero-Shot Action Recognition: Learning from Latent Atomic Actions Yijun Qian, Lijun Yu, Wenhe Liu, Alexander G. Hauptmann

CVPR 2022 Speech Driven Tongue Animation Salvador Medina, Denis Tome, Carsten Stoll, Mark Tiede, Kevin Munhall, Alexander G. Hauptmann, Iain Matthews

ICLR 2021 Support-Set Bottlenecks for Video-Text Representation Learning Mandela Patrick, Po-Yao Huang, Yuki Asano, Florian Metze, Alexander G Hauptmann, Joao F. Henriques, Andrea Vedaldi

CVPRW 2020 ELECTRICITY: An Efficient Multi-Camera Vehicle Tracking System for Intelligent City Yijun Qian, Lijun Yu, Wenhe Liu, Alexander G. Hauptmann

ECCVW 2020 Robust Long-Term Object Tracking via Improved Discriminative Model Prediction Seokeon Choi, Junhyun Lee, Yunsung Lee, Alexander G. Hauptmann

ECCVW 2020 The Eighth Visual Object Tracking VOT2020 Challenge Results Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Linbo He, Yushan Zhang, Song Yan, Jinyu Yang, Gustavo Fernández, Alexander G. Hauptmann, Alireza Memarmoghadam, Álvaro García-Martín, Andreas Robinson, Anton Varfolomieiev, Awet Haileslassie Gebrehiwot, Bedirhan Uzun, Bin Yan, Bing Li, Chen Qian, Chi-Yi Tsai, Christian Micheloni, Dong Wang, Fei Wang, Fei Xie, Felix Järemo Lawin, Fredrik Gustafsson, Gian Luca Foresti, Goutam Bhat, Guangqi Chen, Haibin Ling, Haitao Zhang, Hakan Cevikalp, Haojie Zhao, Haoran Bai, Hari Chandana Kuchibhotla, Hasan Saribas, Heng Fan, Hossein Ghanei-Yakhdan, Houqiang Li, Houwen Peng, Huchuan Lu, Hui Li, Javad Khaghani, Jesús Bescós, Jianhua Li, Jianlong Fu, Jiaqian Yu, Jingtao Xu, Josef Kittler, Jun Yin, Junhyun Lee, Kaicheng Yu, Kaiwen Liu, Kang Yang, Kenan Dai, Li Cheng, Li Zhang, Lijun Wang, Linyuan Wang, Luc Van Gool, Luca Bertinetto, Matteo Dunnhofer, Miao Cheng, Mohana Murali Dasari, Ning Wang, Pengyu Zhang, Philip H. S. Torr, Qiang Wang, Radu Timofte, Rama Krishna Sai Subrahmanyam Gorthi, Seokeon Choi, Seyed Mojtaba Marvasti-Zadeh, Shao-Chuan Zhao, Shohreh Kasaei, Shoumeng Qiu, Shuhao Chen, Thomas B. Schön, Tianyang Xu, Wei Lu, Weiming Hu, Wengang Zhou, Xi Qiu, Xiao Ke, Xiao-Jun Wu, Xiaolin Zhang, Xiaoyun Yang, Xuefeng Zhu, Yingjie Jiang, Yingming Wang, Yiwei Chen, Yu Ye, Yuezhou Li, Yuncon Yao, Yunsung Lee, Yuzhang Gu, Zezhou Wang, Zhangyong Tang, Zhenhua Feng, Zhijun Mai, Zhipeng Zhang, Zhirong Wu, Ziang Ma

CVPRW 2020 Zero-VIRUS*: Zero-Shot Vehicle Route Understanding System for Intelligent Transportation Lijun Yu, Qianyu Feng, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann

IJCAI 2019 Learning Sound Events from Webly Labeled Data Anurag Kumar, Ankit Shah, Alexander G. Hauptmann, Bhiksha Raj

WACVW 2019 Minding the Gaps in a Video Action Analysis Pipeline Jia Chen, Jiang Liu, Junwei Liang, Ting-Yao Hu, Wei Ke, Wayner Barrios, Dong Huang, Alexander G. Hauptmann

CVPRW 2019 Peeking into the Future: Predicting Future Person Activities and Locations in Videos Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei

AAAI 2019 Unsupervised Bilingual Lexicon Induction from Mono-Lingual Multimodal Data Shizhe Chen, Qin Jin, Alexander G. Hauptmann

ECCV 2018 RCAA: Relational Context-Aware Agents for Person Search Xiaojun Chang, Po-Yao Huang, Yi-Dong Shen, Xiaodan Liang, Yi Yang, Alexander G. Hauptmann

AAAI 2017 An Event Reconstruction Tool for Conflict Monitoring Using Social Media Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander G. Hauptmann

ICCV 2017 Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu, Alexander G. Hauptmann

CVPRW 2017 Deep Local Video Feature for Action Recognition Zhen-Zhong Lan, Yi Zhu, Alexander G. Hauptmann, Shawn D. Newsam

IJCAI 2017 Discriminative Dictionary Learning with Ranking Metric Embedded for Person Re-Identification De Cheng, Xiaojun Chang, Li Liu, Alexander G. Hauptmann, Yihong Gong, Nanning Zheng

AAAI 2017 Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng

AAAI 2017 Visual Memory QA: Your Personal Photo and Video Search Agent Lu Jiang, Liangliang Cao, Yannis Kalantidis, Sachin Farfade, Alexander G. Hauptmann

AAAI 2017 Webly-Supervised Learning of Multimodal Video Detectors Junwei Liang, Lu Jiang, Alexander G. Hauptmann

IJCAI 2016 Avoiding Optimal Mean Robust PCA/2DPCA with Non-Greedy ℓ1-Norm Maximization Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng

AAAI 2016 Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition Chuang Gan, Ming C. Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann

AAAI 2016 Dynamic Concept Composition for Zero-Example Event Detection Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann

IJCAI 2016 Learning to Detect Concepts from Webly-Labeled Video Data Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann

CVPRW 2016 The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition Zhen-Zhong Lan, Shoou-I Yu, Dezhong Yao, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann

AAAI 2015 Complex Event Detection via Event Oriented Dictionary Learning Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alexander G. Hauptmann, Nicu Sebe

IJCAI 2015 Density Corrected Sparse Recovery When R.I.P. Condition Is Broken Ming Lin, Zhen-Zhong Lan, Alexander G. Hauptmann

ICCVW 2015 Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition Mengyi Liu, Xin Liu, Yan Li, Xilin Chen, Alexander G. Hauptmann, Shiguang Shan

AAAI 2015 Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition Chuang Gan, Ming Lin, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann

AAAI 2015 Self-Paced Curriculum Learning Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann

AAAI 2015 Self-Paced Learning for Matrix Factorization Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann

IJCAI 2015 Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Eric P. Xing, Yaoliang Yu

CVPR 2014 Event Detection Using Multi-Level Relevance Labels and Multiple Features Zhongwen Xu, Ivor W. Tsang, Yi Yang, Zhigang Ma, Alexander G. Hauptmann

ECCV 2014 Snippet Based Trajectory Statistics Histograms for Assistive Technologies Ahmet Iscen, Yijie Wang, Pinar Duygulu, Alexander G. Hauptmann

ECCVW 2014 Snippet Based Trajectory Statistics Histograms for Assistive Technologies Ahmet Iscen, Yijie Wang, Pinar Duygulu, Alexander G. Hauptmann

ECCV 2014 Unsupervised Video Adaptation for Parsing Human Motion Haoquan Shen, Shoou-I Yu, Yi Yang, Deyu Meng, Alexander G. Hauptmann

CVPR 2013 Complex Event Detection via Multi-Source Video Attributes Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander G. Hauptmann

ICCV 2013 Feature Weighting via Optimal Thresholding for Video Analysis Zhongwen Xu, Yi Yang, Ivor Tsang, Nicu Sebe, Alexander G. Hauptmann

ICCV 2013 How Related Exemplars Help Complex Event Detection in Web Videos? Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander G. Hauptmann

CVPR 2012 Action Recognition by Exploring Data Distribution and Feature Correlation Sen Wang, Yi Yang, Zhigang Ma, Xue Li, Chaoyi Pang, Alexander G. Hauptmann

CVPRW 2009 Action Recognition via Local Descriptors and Holistic Features Xinghua Sun, Ming-yu Chen, Alexander G. Hauptmann

ECML-PKDD 2008 A Joint Topic and Perspective Model for Ideological Discourse Wei-Hao Lin, Eric P. Xing, Alexander G. Hauptmann

UAI 2005 Mining Associated Text and Images with Dual-Wing Harmoniums Eric P. Xing, Rong Yan, Alexander G. Hauptmann

CVPR 2004 A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification Rong Yan, Jian Zhang, Jie Yang, Alexander G. Hauptmann

CVPR 2004 Articulated Motion Modeling for Activity Analysis Jiang Gao, Robert T. Collins, Alexander G. Hauptmann, Howard D. Wactlar

CVPRW 2004 Articulated Motion Modeling for Activity Analysis Jiang Gao, Robert T. Collins, Alexander G. Hauptmann, Howard D. Wactlar

ICML 2003 A Faster Iterative Scaling Algorithm for Conditional Exponential Model Rong Jin, Rong Yan, Jian Zhang, Alexander G. Hauptmann

ICCV 2003 Automatically Labeling Video Data Using Multi-Class Active Learning Rong Yan, Jie Yang, Alexander G. Hauptmann

ICML 2003 Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization Jian Zhang, Rong Jin, Yiming Yang, Alexander G. Hauptmann

ICML 2001 Learning to Select Good Title Words: An New Approach Based on Reverse Information Retrieval Rong Jin, Alexander G. Hauptmann

IJCAI 2001 Title Generation for Machine-Translated Documents Rong Jin, Alexander G. Hauptmann

AAAI 1994 A Prototype Reading Coach That Listens Jack Mostow, Steven F. Roth, Alexander G. Hauptmann, Matthew Kane

AAAI 1994 A Reading Coach That Listens: (Edited) Video Transcript Jack Mostow, Alexander G. Hauptmann, Steven F. Roth, Matthew Kane, Adam Swift, Lin Lawrence Chase, Bob Weide

AAAI 1993 Towards a Reading Coach That Listens: Automated Detection of Oral Reading Errors Jack Mostow, Alexander G. Hauptmann, Lin Lawrence Chase, Steven F. Roth

AAAI 1991 From Syntax to Meaning in Natural Language Processing Alexander G. Hauptmann

IJCAI 1989 Layering Predictions: Flexible Use of Dialog Expectation in Speech Recognition Sheryl R. Young, Wayne H. Ward, Alexander G. Hauptmann

AAAI 1988 Using Dialog-Level Knowledge Sources to Improve Speech Recognition Alexander G. Hauptmann, Sheryl R. Young, Wayne H. Ward