Dr. Yapeng Tian
Assistant Professor
Degrees:
- Ph.D., Computer Science, University of Rochester, 2022
- M.S., Electronic Engineering, Tsinghua University, 2017
- B.S., Electronic Engineering, Xidian University, 2013
Research Interests:
- Computer Vision
- Computer Audition
- Multimodal Learning
Major Honors and Awards:
- CVPR Doctoral Consortium Travel Award, 2022
- Outstanding Graduate of Tsinghua University, 2017
- Outstanding Master Thesis Award, Tsinghua University, 2017
Notable Service:
Organizing Committee:
- Tutorial on Audio-Visual Scene Understanding, CVPR 2021
- Tutorial on Audio-Visual Scene Understanding, WACV 2021
Senior Program Committee or Area Chair:
- AAAI: AAAI Conference on Artificial Intelligence, 2023
Program Committee:
- CVPR: IEEE/CVF Conference on Computer Vision and Pattern Recognition
- ICCV: IEEE/CVF International Conference on Computer Vision
- ECCV: European Conference on Computer Vision
- NeurIPS: Conference on Neural Information Processing Systems
- ICLR: International Conference on Learning Representations
- AAAI: AAAI Conference on Artificial Intelligence
- ICML: International Conference on Machine Learning
Representative Publications:
- Learning to Answer Questions in Dynamic Audio-Visual Scenarios. — Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen, and Di Hu. IEEE/CVF, Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
- Can audio-visual integration strengthen robustness under multimodal attacks? — Yapeng Tian, and Chenliang Xu. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
- Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation. — Yapeng Tian, Di Hu, and Chenliang Xu. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
- Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing. — Yapeng Tian, Dingzeyu Li, and Chenliang Xu. European Conference on Computer Vision (ECCV), 2020.
- TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution. — Yapeng Tian, Yulun Zhang, Yun Fu, and Chenliang Xu. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
- Audio-Visual Event Localization in Unconstrained Videos. — Yapeng Tian, Jing Shi, Bochen Li, Zhiyao Duan, and Chenliang Xu. European Conference on Computer Vision (ECCV), 2018
