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Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings

Jul 27, 2020
Pedro Morgado, Yunsheng Li, Jose Costa Pereira, Mohammad Saberian, Nuno Vasconcelos

* Accepted at International Journal of Computer Vision 

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Solving Long-tailed Recognition with Deep Realistic Taxonomic Classifier

Jul 20, 2020
Tz-Ying Wu, Pedro Morgado, Pei Wang, Chih-Hui Ho, Nuno Vasconcelos

* Accepted to ECCV 2020 

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Few-Shot Open-Set Recognition using Meta-Learning

Jun 07, 2020
Bo Liu, Hao Kang, Haoxiang Li, Gang Hua, Nuno Vasconcelos


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Audio-Visual Instance Discrimination with Cross-Modal Agreement

Apr 27, 2020
Pedro Morgado, Nuno Vasconcelos, Ishan Misra


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SCOUT: Self-aware Discriminant Counterfactual Explanations

Apr 16, 2020
Pei Wang, Nuno Vasconcelos

* Accepted to CVPR2020 

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Rethinking Differentiable Search for Mixed-Precision Neural Networks

Apr 13, 2020
Zhaowei Cai, Nuno Vasconcelos

* accepted by CVPR 2020 

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Volumetric Attention for 3D Medical Image Segmentation and Detection

Apr 04, 2020
Xudong Wang, Shizhong Han, Yunqiang Chen, Dashan Gao, Nuno Vasconcelos

* In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 175-184. Springer, Cham, 2019 
* Accepted by MICCAI 2019 

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Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition

Mar 28, 2020
Chih-Hui Ho, Bo Liu, Tz-Ying Wu, Nuno Vasconcelos

* Accepted to CVPR2020 

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Explainable Object-induced Action Decision for Autonomous Vehicles

Mar 20, 2020
Yiran Xu, Xiaoyin Yang, Lihang Gong, Hsuan-Chu Lin, Tz-Ying Wu, Yunsheng Li, Nuno Vasconcelos


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Robust Deep Sensing Through Transfer Learning in Cognitive Radio

Aug 01, 2019
Qihang Peng, Andrew Gilman, Nuno Vasconcelos, Pamela C. Cosman, Laurence B. Milstein


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NetTailor: Tuning the Architecture, Not Just the Weights

Jun 29, 2019
Pedro Morgado, Nuno Vasconcelos

* CVF/IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 

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Efficient Multi-Domain Network Learning by Covariance Normalization

Jun 24, 2019
Yunsheng Li, Nuno Vasconcelos

* 10 Pages Accepted by CVPR 2019 

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Cascade R-CNN: High Quality Object Detection and Instance Segmentation

Jun 24, 2019
Zhaowei Cai, Nuno Vasconcelos

* extension of arXiv:1712.00726 "Cascade R-CNN: Delving into High Quality Object Detection" 

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Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes

May 27, 2019
Mandar Dixit, Yunsheng Li, Nuno Vasconcelos

* 16 pages, 11 figures, accepted by TPAMI 

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Bidirectional Learning for Domain Adaptation of Semantic Segmentation

Apr 24, 2019
Yunsheng Li, Lu Yuan, Nuno Vasconcelos

* Accepted by CVPR2019 

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REPAIR: Removing Representation Bias by Dataset Resampling

Apr 16, 2019
Yi Li, Nuno Vasconcelos

* To appear in CVPR 2019 

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Towards Universal Object Detection by Domain Attention

Apr 14, 2019
Xudong Wang, Zhaowei Cai, Dashan Gao, Nuno Vasconcelos

* Accepted to CVPR 2019 

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Super Diffusion for Salient Object Detection

Nov 22, 2018
Peng Jiang, Zhiyi Pan, Nuno Vasconcelos, Baoquan Chen, Jingliang Peng


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Self-Supervised Generation of Spatial Audio for 360 Video

Sep 07, 2018
Pedro Morgado, Nuno Vasconcelos, Timothy Langlois, Oliver Wang

* To appear in NIPS 2018 

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Feature Space Transfer for Data Augmentation

Feb 01, 2018
Bo Liu, Mandar Dixit, Roland Kwitt, Nuno Vasconcelos


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Cascade R-CNN: Delving into High Quality Object Detection

Dec 03, 2017
Zhaowei Cai, Nuno Vasconcelos


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AGA: Attribute Guided Augmentation

Aug 26, 2017
Mandar Dixit, Roland Kwitt, Marc Niethammer, Nuno Vasconcelos

* CVPR 2017 

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Semantically Consistent Regularization for Zero-Shot Recognition

Apr 10, 2017
Pedro Morgado, Nuno Vasconcelos

* Accepted to CVPR 2017 

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Deep Learning with Low Precision by Half-wave Gaussian Quantization

Feb 03, 2017
Zhaowei Cai, Xiaodong He, Jian Sun, Nuno Vasconcelos


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Peak-Piloted Deep Network for Facial Expression Recognition

Jan 03, 2017
Xiangyun Zhao, Xiaodan Liang, Luoqi Liu, Teng Li, Yugang Han, Nuno Vasconcelos, Shuicheng Yan

* Published in ECCV 2016 

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Semantic Clustering for Robust Fine-Grained Scene Recognition

Jul 26, 2016
Marian George, Mandar Dixit, G√°bor Zogg, Nuno Vasconcelos

* Accepted at the European Conference on Computer Vision (ECCV), 2016 

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A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection

Jul 25, 2016
Zhaowei Cai, Quanfu Fan, Rogerio S. Feris, Nuno Vasconcelos


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Learning Complexity-Aware Cascades for Deep Pedestrian Detection

Jul 19, 2015
Zhaowei Cai, Mohammad Saberian, Nuno Vasconcelos


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Parametric Regression on the Grassmannian

May 14, 2015
Yi Hong, Nikhil Singh, Roland Kwitt, Nuno Vasconcelos, Marc Niethammer

* 14 pages, 11 figures 

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