Publications
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Detecting Adversarial Faces Using Only Real Face Self-Perturbations
Qian Wang, Yongqin Xian, Hefei Ling, Jinyuan Zhang, Ping Li, Xiaorui Lin, Jiazhong Chen, Ning Yu
IJCAI, 2023
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Learning Prototype Classifiers for Long-Tailed Recognition
Saurabh Sharma, Yongqin Xian, Ning Yu, Ambuj Singh
IJCAI, 2023
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Weakly-Supervised Domain Adaptive Semantic Segmentation with Prototypical Contrastive Learning
Anurag Das, Yongqin Xian, Dengxin Dai, Bernt Schiele
CVPR, 2023
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CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution
Jiezhang Cao, Qin Wang, Yongqin Xian, Yawei Li, Bingbing Ni, Zhiming Pi, Kai Zhang, Yulun Zhang, Radu Timofte, Luc Van Gool
CVPR, 2023
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I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification
Muhammad Ferjad Naeem*, Muhammad Gul Zain Ali Khan*, Yongqin Xian, Muhammad Zeshan Afzal, Didier Stricker, Luc Van Gool, Federico Tombari
*Equal contribution
CVPR, 2023
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I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification
Muhammad Ferjad Naeem, Yongqin Xian, Luc Van Gool, Federico Tombari
NeurIPS, 2022
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3D Compositional Zero-shot Learning with DeCompositional Consensus
Muhammad Ferjad Naeem*, Evin Pınar Örnek*, Yongqin Xian, Luc Van Gool, Federico Tombari
*Equal contribution
ECCV, 2022
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Any-Shot GIN: Generalizing Implicit Networks for Reconstructing Novel Classes
Yongqin Xian, Julian Chibane, Bharat Lal Bhatnagar, Bernt Schiele, Zeynep Akata, Gerard Pons-Moll
3DV, 2022 (Oral, Best Paper Honourable Mention)
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Learning Graph Embeddings for Open World Compositional Zero-Shot Learning
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
TPAMI, 2022
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Attribute Prototype Network for Any-Shot Learning
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
IJCV, 2022
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VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
CVPR, 2022
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Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation
Yongqin Xian, Bruno Korbar, Matthijs Douze, Lorenzo Torresani, Bernt Schiele, Zeynep Akata
TPAMI, 2021
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Prototype-based Incremental Few-Shot Semantic Segmentation
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
BMVC 2021
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(SP)$^2$Net for Generalized Zero-Label Semantic Segmentation
Anurag Das, Yongqin Xian, Yang He, Bernt Schiele, Zeynep Akata
GCPR, 2021 (Best Master's Thesis Award)
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Distilling Audio-Visual Knowledge by Compositional Contrastive Learning
Yanbei Chen, Yongqin Xian, Almut Sophia Koepke, Zeynep Akata
CVPR, 2021
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Learning Graph Embeddings for Compositional Zero-shot Learning
Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata
CVPR, 2021
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Open World Compositional Zero-Shot Learning
Massimiliano Mancini*, Muhammad Ferjad Naeem*, Yongqin Xian, Zeynep Akata
CVPR, 2021
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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
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Attribute Prototype Network for Zero-Shot Learning
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
NeurIPS, 2020
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Analyzing the Dependency of ConvNets on Spatial Information
Yue Fan, Yongqin Xian, Max Maria Losch, Bernt Schiele
GCPR, 2020
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Generalized Many-Way Few-Shot Video Classification
Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani
ECCV Workshop, 2020
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f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata
CVPR, 2019
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Semantic Projection Network for Zero- and Few-Label Semantic Segmentation
Yongqin Xian*, Subhabrata Choudhury*, Yang He, Bernt Schiele, Zeynep Akata
CVPR, 2019
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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
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Feature Generating Networks for Zero-Shot Learning
Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata
CVPR, 2018
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Zero-Shot Learning - The Good, the Bad and the Ugly
Yongqin Xian, Bernt Schiele, Zeynep Akata
CVPR, 2017
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Latent Embeddings for Zero-shot Classification
Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele
CVPR, 2016
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