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OOWL500: Overcoming Dataset Collection Bias in the Wild


Aug 24, 2021
Brandon Leung, Chih-Hui Ho, Amir Persekian, David Orozco, Yen Chang, Erik Sandstrom, Bo Liu, Nuno Vasconcelos


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Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction


Aug 23, 2021
Brandon Leung, Chih-Hui Ho, Nuno Vasconcelos


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Learning of Visual Relations: The Devil is in the Tails


Aug 22, 2021
Alakh Desai, Tz-Ying Wu, Subarna Tripathi, Nuno Vasconcelos

* Accepted to ICCV 2021 

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MicroNet: Improving Image Recognition with Extremely Low FLOPs


Aug 12, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos

* ICCV 2021, code is available at https://github.com/liyunsheng13/micronet}{https://github.com/liyunsheng13/micronet 

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Semi-supervised Long-tailed Recognition using Alternate Sampling


May 01, 2021
Bo Liu, Haoxiang Li, Hao Kang, Nuno Vasconcelos, Gang Hua


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GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition


May 01, 2021
Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos


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Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition


May 01, 2021
Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos


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Sparse Pose Trajectory Completion


May 01, 2021
Bo Liu, Mandar Dixit, Roland Kwitt, Gang Hua, Nuno Vasconcelos


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A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation


Apr 15, 2021
Jiteng Mu, Weichao Qiu, Adam Kortylewski, Alan Yuille, Nuno Vasconcelos, Xiaolong Wang

* Our project page is available at: https://jitengmu.github.io/A-SDF/ 

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IMAGINE: Image Synthesis by Image-Guided Model Inversion


Apr 13, 2021
Pei Wang, Yijun Li, Krishna Kumar Singh, Jingwan Lu, Nuno Vasconcelos

* Published in CVPR2021 

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Rethinking and Improving the Robustness of Image Style Transfer


Apr 08, 2021
Pei Wang, Yijun Li, Nuno Vasconcelos

* Published in CVPR2021 (Oral) 

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Robust Audio-Visual Instance Discrimination


Mar 29, 2021
Pedro Morgado, Ishan Misra, Nuno Vasconcelos


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Dynamic Transfer for Multi-Source Domain Adaptation


Mar 19, 2021
Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos

* Accepted by CVPR 2021 

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Revisiting Dynamic Convolution via Matrix Decomposition


Mar 15, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos

* Accepted by ICLR 2021 

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MicroNet: Towards Image Recognition with Extremely Low FLOPs


Nov 24, 2020
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos


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Learning Representations from Audio-Visual Spatial Alignment


Nov 03, 2020
Pedro Morgado, Yi Li, Nuno Vasconcelos

* To appear at Advances in Neural Information Processing Systems (NeurIPS), 2020 

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Contrastive Learning with Adversarial Examples


Oct 22, 2020
Chih-Hui Ho, Nuno Vasconcelos

* NeurIPS 2020 

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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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