Yang He

According to our database, Yang He authored at least 13 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation.

Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training.

Hui-Po Wang, Sebastian U. Stich, Yang He, Mario Fritz

Proceedings of the International Conference on Machine Learning, 2022

2021

Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis.

Yang He, Ning Yu, Margret Keuper, Mario Fritz

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

(SP)²Net for Generalized Zero-Label Semantic Segmentation.

Anurag Das, Yongqin Xian, Yang He, Bernt Schiele, Zeynep Akata

Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

2020

CosSGD: Nonlinear Quantization for Communication-efficient Federated Learning.

Yang He, Maximilian Zenk, Mario Fritz

CoRR, 2020

Synthetic Convolutional Features for Improved Semantic Segmentation.

Yang He, Bernt Schiele, Mario Fritz

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation.

Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Improved methods and analysis for semantic image segmentation.

Yang He

PhD thesis, 2019

Semantic Projection Network for Zero- and Few-Label Semantic Segmentation.

Yongqin Xian, Subhabrata Choudhury, Yang He, Bernt Schiele, Zeynep Akata

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes.

Yang He, Bernt Schiele, Mario Fritz

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Learning Dilation Factors for Semantic Segmentation of Street Scenes.

Yang He, Margret Keuper, Bernt Schiele, Mario Fritz

Proceedings of the Pattern Recognition - 39th German Conference, 2017

STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling.

Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling.

Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz

CoRR, 2016