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Learning Implicit Feature Alignment Function for Semantic Segmentation


Jun 17, 2022
Hanzhe Hu, Yinbo Chen, Jiarui Xu, Shubhankar Borse, Hong Cai, Fatih Porikli, Xiaolong Wang


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Panoptic, Instance and Semantic Relations: A Relational Context Encoder to Enhance Panoptic Segmentation


Apr 11, 2022
Shubhankar Borse, Hyojin Park, Hong Cai, Debasmit Das, Risheek Garrepalli, Fatih Porikli

* Accepted to CVPR 2022 

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A photonic chip-based machine learning approach for the prediction of molecular properties


Mar 03, 2022
Jonathan Wei Zhong Lau, Hui Zhang, Lingxiao Wan, Liang Shi, Hong Cai, Xianshu Luo, Patrick Lo, Chee-Kong Lee, Leong-Chuan Kwek, Ai Qun Liu

* 23 pages, 4 figures 

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HS3: Learning with Proper Task Complexity in Hierarchically Supervised Semantic Segmentation


Nov 03, 2021
Shubhankar Borse, Hong Cai, Yizhe Zhang, Fatih Porikli

* Accepted to BMVC 2021 

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X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation


Oct 24, 2021
Hong Cai, Janarbek Matai, Shubhankar Borse, Yizhe Zhang, Amin Ansari, Fatih Porikli

* Accepted to BMVC 2021 

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Perceptual Consistency in Video Segmentation


Oct 24, 2021
Yizhe Zhang, Shubhankar Borse, Hong Cai, Ying Wang, Ning Bi, Xiaoyun Jiang, Fatih Porikli

* To appear in WACV 2022. Comments and questions are welcome 

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AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation


Oct 24, 2021
Yizhe Zhang, Shubhankar Borse, Hong Cai, Fatih Porikli

* To appear in WACV 2022; Comments and questions are welcome; 

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PieAPP: Perceptual Image-Error Assessment through Pairwise Preference


Jun 06, 2018
Ekta Prashnani, Hong Cai, Yasamin Mostofi, Pradeep Sen

* E. Prashnani, H. Cai, Y. Mostofi and P. Sen. PieAPP: Perceptual Image-Error Assessment through Pairwise Preference. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018 
* 8 pages; 5 figures; proceedings of CVPR 2018 

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