The Computer Vision and Pattern Recognition (CVPR) Conference Awards Committee announced the winners of the highly anticipated Best Paper Awards for 2023. CVPR 2023 is hosted by the IEEE Computer Society (CS) and the Computer Vision Foundation (CVF). CVPR is the leading conference for new research in computer vision, artificial intelligence (AI), machine learning (ML), augmented and virtual reality (AR/VR), and deep learning (DL).
The CVPR 2023 received an impressive 9,155 paper submissions, with each submission undergoing a thorough evaluation by a minimum of 3 reviews from a pool of 6,625 reviewers. Out of this rigorous process, 2,359 papers were accepted, resulting in a 25.8% acceptance rate. After careful evaluation the CVPR 2023 Awards Committee handpicked 12 outstanding papers as the Best Paper winners of the year.
The announcement was made during a special keynote session on June 21, 2023. The winners of the CVPR 2023 Best Paper Awards are as follows:
- Best Paper: “Visual Programming: Compositional visual reasoning without training” by Tanmay Gupta and Aniruddha Kembhavi.
- Best Paper: “Planning-oriented Autonomous Driving” by Yihan Hu, Jiazhi Yang, Li Chen, Keyu Li, Chonghao Sima, Xizhou Zhu, Siqi Chai, Senyao Du, Tianwei Lin, Wenhai Wang, Lewei Lu, Xiaosong Jia, Qiang Liu, Jifeng Dai, Yu Qiao, Hongyang Li.
- Best Paper Honorable Mention: “DynIBaR: Neural Dynamic Image-Based Rendering” by Zhengqi Li, Qianqian Wang, Forrester Cole, Richard Tucker, Noah Snavely.
- Best Student Paper: “3D Registration with Maximal Cliques” by Xiyu Zhang, Jiaqi Yang, Shikun Zhang, Yanning Zhang.
- Best Student Paper Honorable Mention: “DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation” by Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, Kfir Aberman.
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In addition to the Best Paper Awards, IEEE CS also announced the recipients of the Technical Community on Pattern Analysis and Machine Intelligence (TCPAMI) Awards at the conference.
- The Longuet-Higgins Prize was awarded to the 2013 paper “Online Object Tracking: A Benchmark” by Yi Wu, Jongwoo Lim, and Ming-Hsuan Yang.Â
- The Young Researcher Award was given to Christoph Feichtenhofer and Judy Hoffman.
- The Thomas Huang Memorial Prize was awarded to Alyosha Efros.
These awards not only celebrate the lasting impact of research presented at CVPR but also highlight the continued advancements made by the computer vision community.
