Selected publications

Conference Papers

1. Masked-attention Mask Transformer for Universal Image Segmentation
   Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar
   Conference on Computer Vision and Pattern Recognition (CVPR), 2022
   [Paper] | [Project] | [Code]

2. Pointly-Supervised Instance Segmentation
   Bowen Cheng, Omkar Parkhi, Alexander Kirillov
   Conference on Computer Vision and Pattern Recognition (CVPR, oral), 2022
   [Paper] | [Project] | [Code]

3. Per-Pixel Classification is Not All You Need for Semantic Segmentation
   Bowen Cheng, Alexander G. Schwing, Alexander Kirillov
   Conference on Neural Information Processing Systems (NeurIPS, spotlight), 2021
   [Paper] | [Project] | [Code]

4. Boundary IoU: Improving Object-Centric Image Segmentation Evaluation
   Bowen Cheng, Ross Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov
   Conference on Computer Vision and Pattern Recognition (CVPR), 2021
   [Paper] | [Project] | [Code]

5. Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
   Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens
   European Conference on Computer Vision (ECCV), 2020
   [Paper]

6. Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation
   Bowen Cheng, Maxwell D. Collins, Yukun Zhu, Ting Liu, Thomas S. Huang, Hartwig Adam, Liang-Chieh Chen
   Conference on Computer Vision and Pattern Recognition (CVPR), 2020
   [Paper] | [Code]

7. HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation
   Bowen Cheng, Bin Xiao, Jingdong Wang, Honghui Shi, Thomas Huang, Lei Zhang
   Conference on Computer Vision and Pattern Recognition (CVPR), 2020
   [Paper] | [Code]

8. SPGNet: Semantic Prediction Guidance for Scene Parsing
   Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong, Thomas Huang, Wen-Mei Hwu, Honghui Shi
   International Conference on Computer Vision (ICCV), 2019
   [Paper]

9. Revisiting RCNN: On Awakening the Classification Power of Faster RCNN
   Bowen Cheng, Yunchao Wei, Honghui Shi, Rogerio Feris, Jinjun Xiong, Thomas Huang
   European Conference on Computer Vision (ECCV), 2018
   [Paper] | [Code]

Tech Reports

1. Mask2Former for Video Instance Segmentation
   Bowen Cheng, Anwesa Choudhuri, Ishan Misra, Alexander Kirillov, Rohit Girdhar, Alexander G. Schwing
   [ArXiv] | [Project] | [Code]

Other Publications

1. Panoptic-DeepLab
   Bowen Cheng, Maxwell D. Collins, Yukun Zhu, Ting Liu, Thomas S. Huang, Hartwig Adam, Liang-Chieh Chen
   ICCV 2019 Joint COCO and Mapillary Recognition Challenge Workshop, 2019 (best paper)
   [Paper] | [Code]

Please refer to my Google scholar for a full list of my publications.