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Jun Zhou

University of Texas at Dallas

SCHOLARLY PAPERS

4

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618

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Scholarly Papers (4)

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1.

Multimodal Embeddings for Representation Learning

Number of pages: 33 Posted: 10 Apr 2025
Zheyu Yao, Yichao Zhang, Ningyuan Deng, Xinyuan Song, Ziqian Bi, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Li Zhang, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Tianyang Wang, Yizhu Wen, Lawrence Yan, Hong-Ming Tseng, Yan Zhong, Yunze Wang, Ziyuan Qin, Bowen Jing, Junjie Yang, Jun Zhou, Chia Xin Liang and Junhao Song
University of Liverpool, University of Texas at Dallas, Renming University, Emory University, Indiana University, Georgia Institute of Technology, Georgia Institute of Technology, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, University of Science and Technology, University of Wisconsin-Madison, University of Wisconsin-Madison, National Taiwan Normal University, University of Liverpool, University of Hawaii, Hong Kong University of Science & Technology (HKUST), School of Visual Arts, Nanyang Technological University (NTU), University of Edinburgh, Case Western Reserve University, The University of Manchester, Xiamen University, University of Texas at Dallas, JTB Technology Corp and Imperial College London
Downloads 318 (245,173)

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Multimodal Embeddings, Representation Learning, Dimensionality Reduction, Cross-Modal Learning, Machine Learning, Deep Learning

2.

Deep Learning and Machine Learning -Generative Models: Foundations, Techniques, and Applications

Number of pages: 185 Posted: 30 Apr 2025
Tianyang Wang, Yunze Wang, Xinyuan Song, Yichao Zhang, Silin Chen, Ziqian Bi, Ming Liu, Jun Zhou, Junhao Song, Bowen Jing, Junjie Yang, Keyu Chen, Ming Li, Zichen Yuan, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Jiawei Xu, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Chuanqi Jiang, Yizhu Wen, Lawrence Yan, Hong-Ming Tseng, Jintao Ren, Weiche Hsieh, Zheyu Yao and Chia Xin Liang
Xi'an Jiaotong -Liverpool University, University of Edinburgh, Emory University, University of Texas at Dallas, Zhejiang University, Indiana University, Purdue University, University of Texas at Dallas, Imperial College London, The University of Manchester, Xiamen University, Georgia Institute of Technology, Georgia Institute of Technology, Emory University, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, University of Wisconsin-Madison, University of Wisconsin-Madison, National Taiwan Normal University, National University of Singapore, University of Hawaii, Hong Kong University of Science & Technology (HKUST), School of Visual Arts, Independent, National Tsing Hua University, University of Liverpool and JTB Technology Corp
Downloads 113 (635,507)

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Artificial Intelligence, Machine Learning, Generative Models, Autoencoders, Variational Autoencoders, Masked Autoencoders, Generative Adversarial Networks, Diffusion Models, Generative Pre-trained Transformers, GANs, GPT, VAE, VAE, AE

3.

Ethics and Social Implications of Large Language Models

Number of pages: 61 Posted: 06 May 2025
Ming Liu, Tianyang Wang, Xinyuan Song, Bowen Jing, Junjie Yang, Junhao Song, Keyu Chen, Silin Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Jiawei Xu, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Li Zhang, Yan Zhong, Yizhu Wen, Lawrence Yan, Chuanqi Jiang, Hong-Ming Tseng, Jintao Ren, Weiche Hsieh, Yichao Zhang, Jun Zhou, Chia Xin Liang, Yunze Wang and Ziqian Bi
Purdue University, Xi'an Jiaotong -Liverpool University, Emory University, The University of Manchester, Xiamen University, Imperial College London, Georgia Institute of Technology, Zhejiang University, Georgia Institute of Technology, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, University of Wisconsin-Madison, University of Wisconsin-Madison, National Taiwan Normal University, University of Science and Technology, Nanyang Technological University (NTU), University of Hawaii, Hong Kong University of Science & Technology (HKUST), National University of Singapore, School of Visual Arts, Independent, National Tsing Hua University, University of Texas at Dallas, University of Texas at Dallas, JTB Technology Corp, University of Edinburgh and Indiana University
Downloads 98 (730,864)

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Large Language Models, LLMs, Natural Language Processing, Ethics, Social

4.

Exploring Multimodal Embeddings for Text and Impact on Language Processing

Number of pages: 64 Posted: 10 Apr 2025
Lifan Sun, Yichao Zhang, Xinyuan Song, Ziqian Bi, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Tianyang Wang, Yizhu Wen, Lawrence Yan, Hong-Ming Tseng, Yan Zhong, Yunze Wang, Ziyuan Qin, Bowen Jing, Junjie Yang, Zheyu Yao, Jun Zhou, Chia Xin Liang and Junhao Song
University of California San Diego, University of Texas at Dallas, Emory University, Indiana University, Georgia Institute of Technology, Georgia Institute of Technology, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, University of Wisconsin-Madison, University of Wisconsin-Madison, National Taiwan Normal University, Xi'an Jiaotong -Liverpool University, University of Hawaii, Hong Kong University of Science & Technology (HKUST), School of Visual Arts, Nanyang Technological University (NTU), University of Edinburgh, Case Western Reserve University, The University of Manchester, Xiamen University, University of Liverpool, University of Texas at Dallas, JTB Technology Corp and Imperial College London
Downloads 89 (747,755)

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Text Embeddings, Natural Language Processing, Multimodal Language Models, Contextual Representations, Transformer Architectures