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Computational Optics Meet Domain Adaptation: Transferring Semantic Segmentation Beyond Aberrations


Nov 21, 2022
Qi Jiang, Hao Shi, Shaohua Gao, Jiaming Zhang, Kailun Yang, Lei Sun, Kaiwei Wang

* Code and dataset will be made publicly available at https://github.com/zju-jiangqi/CIADA 

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Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation


Jul 27, 2022
Jiaming Zhang, Kailun Yang, Hao Shi, Simon Reiß, Kunyu Peng, Chaoxiang Ma, Haodong Fu, Kaiwei Wang, Rainer Stiefelhagen

* Extended version of CVPR 2022 paper arXiv:2203.01452. Code is available at https://github.com/jamycheung/Trans4PASS 

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Trans4Map: Revisiting Holistic Top-down Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers


Jul 13, 2022
Chang Chen, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen

* Code will be made publicly available at https://github.com/jamycheung/Trans4Map 

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Multi-modal Depression Estimation based on Sub-attentional Fusion


Jul 13, 2022
Ping-Cheng Wei, Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen


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JPEG Compression-Resistant Low-Mid Adversarial Perturbation against Unauthorized Face Recognition System


Jun 19, 2022
Jiaming Zhang, Qi Yi, Jitao Sang


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Towards Adversarial Attack on Vision-Language Pre-training Models


Jun 19, 2022
Jiaming Zhang, Qi Yi, Jitao Sang


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CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers


Apr 12, 2022
Huayao Liu, Jiaming Zhang, Kailun Yang, Xinxin Hu, Rainer Stiefelhagen

* Code is available at https://github.com/huaaaliu/RGBX_Semantic_Segmentation 

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Indoor Navigation Assistance for Visually Impaired People via Dynamic SLAM and Panoptic Segmentation with an RGB-D Sensor


Apr 03, 2022
Wenyan Ou, Jiaming Zhang, Kunyu Peng, Kailun Yang, Gerhard Jaworek, Karin Müller, Rainer Stiefelhagen

* Accepted to ICCHP 2022 

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MatchFormer: Interleaving Attention in Transformers for Feature Matching


Mar 21, 2022
Qing Wang, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen

* Code will be made publicly available at https://github.com/jamycheung/MatchFormer 

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Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning


Mar 19, 2022
Xinyu Luo, Jiaming Zhang, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen

* Code will be made publicly available at https://github.com/xinyu-laura/MMUDA 

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