Yongqin Xian

 

I am a post-doctoral researcher with Luc Van Gool in the Computer Vision Lab at ETH Zurich. I completed my PhD summa cum laude at the Max Planck Institute Informatics under the supervision of Bernt Schiele and Zeynep Akata. I was a research intern with Lorenzo Torresani at Facebook AI. My research focuses on learning with limited supervision for computer vision tasks.

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Publications

PontTuset Distilling Audio-Visual Knowledge by Compositional Contrastive Learning
Yanbei Chen, Yongqin Xian, Almut Sophia Koepke, Zeynep Akata
CVPR, 2021

PontTuset Learning Graph Embeddings for Compositional Zero-shot Learning
Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata
CVPR, 2021

PontTuset Open World Compositional Zero-Shot Learning
Massimiliano Mancini*, Muhammad Ferjad Naeem*, Yongqin Xian, Zeynep Akata
CVPR, 2021

PontTuset A Closer Look at Self-training for Zero-Label Semantic Segmentation
Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
CVPR 2021 Workshop on Learning with Limited and Imperfect Data

PontTuset A Few Guidelines for Incremental Few-Shot Segmentation
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
Under submission

PontTuset Attribute Prototype Network for Zero-Shot Learning
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
NeurIPS, 2020

PontTuset Analyzing the Dependency of ConvNets on Spatial Information
Yue Fan, Yongqin Xian, Max Maria Losch, Bernt Schiele
GCPR, 2020

PontTuset Generalized Many-Way Few-Shot Video Classification
Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani
ECCV Workshop, 2020

PontTuset f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata
CVPR, 2019

PontTuset Semantic Projection Network for Zero- and Few-Label Semantic Segmentation
Yongqin Xian*, Subhabrata Choudhury*, Yang He, Bernt Schiele, Zeynep Akata
CVPR, 2019

PontTuset Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly
Yongqin Xian, Christoph H. Lampert, Bernt Schiele, Zeynep Akata
TPAMI, 2018

PontTuset Feature Generating Networks for Zero-Shot Learning
Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata
CVPR, 2018

PontTuset Zero-Shot Learning - The Good, the Bad and the Ugly
Yongqin Xian, Bernt Schiele, Zeynep Akata
CVPR, 2017

PontTuset Latent Embeddings for Zero-shot Classification
Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele
CVPR, 2016