左智文,男,1996年1月出生于江苏宿迁,博士,硕士生导师,于2022年在浙江大学获计算机科学与技术专业博士学位。现任浙江工商大学计算机科学与技术学院副研究员,学院可视媒体计算与智能处理团队成员。兼任图学学会可视化与认知计算专委会和图象图形学会智能图形专委会委员。长期担任TPAMI、IJCV、TMM、CVPR、ICCV、NeurIPS、ICLR、AAAI、ACM MM等计算机视觉/人工智能国际顶级期刊/会议审稿人。主持国家自然科学基金青年项目一项,以主要成员参与两项浙江省重点领雁项目。
研究方向主要为图像生成、深度生成模型、计算机视觉。近五年来在人工智能内容生成(AIGC)相关领域发表高水平论文近20篇,其中包括CVPR、ICCV、AAAI、IJCAI在内的计算机学会CCF-A类论文10余篇,以第一/通讯作者身份发表高水平论文6篇,其中CCF-A类论文3篇、CCF-B类/SCI top期刊3篇。根据谷歌学术统计(2024年9月),所发表论文已被引达600余次。目前的研究兴趣包括个性化图像生成(customized/personalized image generation)、图像虚拟试衣(image-based virtual try-on)、风格迁移(style transfer)、图像跨域迁移(image-to-image translation)、图像修复(image inpainting)、图像可控编辑(controllable image editing)、三维内容生成(3D content generation)等,欢迎对人工智能内容生成(AIGC)方向感兴趣的同学联系我(邮箱:zzw@zjgsu.edu.cn)。希望你对学习新知识、探索新技术和发表高水平学术论文充满热情,具有良好的沟通能力、编程能力,积极向上、勤奋努力。
代表性论文:
#表示通讯作者
1. Zhiwen Zuo, Ailin Li, Zhizhong Wang et al., Statistics Enhancement Generative Adversarial Networks for Diverse Conditional Image Synthesis. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024. (SCI一区top期刊,影响因子8.3)
2. Tianyi Chu, Jiafu Chen, Jiakai Sun, Shuobin Lian, Zhizhong Wang, Zhiwen Zuo#, et al. Rethinking fast fourier convolution in image inpainting. International Conference on Computer Vision (ICCV), 2023. (CCF-A类会议)
3. Zhiwen Zuo, Lei Zhao, Ailin Li, et al. Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive Learning. Thirty-seventh AAAI Conference on Artificial Intelligence (AAAI, Oral), 2023. (CCF-A类会议)
4. Zhiwen Zuo, Lei Zhao, Shuobin Lian, et al. Style Fader Generative Adversarial Networks for Style Degree Controllable Artistic Style Transfer. Proc. Int. Joint Conf. on Artif. Intell. (IJCAI), 2022. (CCF-A类会议)
5. Ailin Li, Lei Zhao, Zhiwen Zuo#, et al. CRFAST: Clip-Based Reference-Guided Facial Image Semantic Transfer. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023. (CCF-B类会议)
6. Zhiwen Zuo, Lei Zhao, Ailin Li, et al. Dual Distribution Matching GAN. NEUROCOMPUTING, 2022. (SCI二区top期刊,影响因子5.779)
7. Zhizhong Wang, Lei Zhao, Zhiwen Zuo, et al. MicroAST: Towards Super-Fast Ultra-Resolution Arbitrary Style Transfer. Thirty-seventh AAAI Conference on Artificial Intelligence (AAAI, Oral), 2023. (CCF-A类会议)
8. Lei Zhao, Qihang Mo, Sihuan Lin, Zhizhong Wang, Zhiwen Zuo, et al. UCTGAN: Diverse Image Inpainting Based on Unsupervised Cross-Space Translation. Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. (CVPR), 2020. (CCF-A类会议)
9. Zhizhong Wang, Zhanjie Zhang, Lei Zhao, Zhiwen Zuo, et al. AesUST: Towards Aesthetic-enhanced Universal Style Transfer. ACM International Conference on Multimedia (ACM MM), 2022. (CCF-A类会议)
10. Haibo Chen, Lei Zhao, Zhizhong Wang, Huiming Zhang, Zhiwen Zuo, et al. Artistic Style Transfer with Internal-external Learning and Contrastive Learning. Advances in Neural Information Processing Systems (NeurIPS), 2021. (CCF-A类会议)+