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Using Text to Teach Image Retrieval

Nov 19, 2020
Haoyu Dong, Ze Wang, Qiang Qiu, Guillermo Sapiro


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Learning to Learn Variational Semantic Memory

Oct 20, 2020
Xiantong Zhen, Yingjun Du, Huan Xiong, Qiang Qiu, Cees G. M. Snoek, Ling Shao

* accepted to NeurIPS 2020; code is available in https://github.com/YDU-uva/VSM 

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ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution

Sep 04, 2020
Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu


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Graph Neural Networks with Low-rank Learnable Local Filters

Aug 04, 2020
Xiuyuan Cheng, Zichen Miao, Qiang Qiu


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Learning to Learn with Variational Information Bottleneck for Domain Generalization

Jul 15, 2020
Yingjun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao

* 15 pages, 4 figures, ECCV2020 

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Low to High Dimensional Modality Hallucination using Aggregated Fields of View

Jul 13, 2020
Kausic Gunasekar, Qiang Qiu, Yezhou Yang

* IEEE Robotics and Automation Letters, vol. 5, no. 2, pp. 1983-1990, April 2020 

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Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method

Apr 03, 2020
J. Matias Di Martino, Fernando Suzacq, Mauricio Delbracio, Qiang Qiu, Guillermo Sapiro


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SalGaze: Personalizing Gaze Estimation Using Visual Saliency

Oct 23, 2019
Zhuoqing Chang, Matias Di Martino, Qiang Qiu, Steven Espinosa, Guillermo Sapiro

* Accepted by ICCV 2019 Workshop 

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Range Adaptation for 3D Object Detection in LiDAR

Sep 26, 2019
Ze Wang, Sihao Ding, Ying Li, Minming Zhao, Sohini Roychowdhury, Andreas Wallin, Guillermo Sapiro, Qiang Qiu


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Stochastic Conditional Generative Networks with Basis Decomposition

Sep 25, 2019
Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu


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Domain-invariant Learning using Adaptive Filter Decomposition

Sep 25, 2019
Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu


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Scale-Equivariant Neural Networks with Decomposed Convolutional Filters

Sep 24, 2019
Wei Zhu, Qiang Qiu, Robert Calderbank, Guillermo Sapiro, Xiuyuan Cheng


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Single-shot 3D shape reconstruction using deep convolutional neural networks

Sep 17, 2019
Hieu Nguyen, Hui Li, Qiang Qiu, Yuzeng Wang, Zhaoyang Wang

* 6 pages, 4 figures, 1 dataset 

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Stop memorizing: A data-dependent regularization framework for intrinsic pattern learning

Sep 23, 2018
Wei Zhu, Qiang Qiu, Bao Wang, Jianfeng Lu, Guillermo Sapiro, Ingrid Daubechies


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In Defense of Single-column Networks for Crowd Counting

Aug 18, 2018
Ze Wang, Zehao Xiao, Kai Xie, Qiang Qiu, Xiantong Zhen, Xianbin Cao


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ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks

Jul 28, 2018
Qiang Qiu, Jose Lezama, Alex Bronstein, Guillermo Sapiro

* Accepted to ECCV 2018 

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DCFNet: Deep Neural Network with Decomposed Convolutional Filters

Jul 27, 2018
Qiang Qiu, Xiuyuan Cheng, Robert Calderbank, Guillermo Sapiro

* Published at ICML 2018 

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LaneNet: Real-Time Lane Detection Networks for Autonomous Driving

Jul 04, 2018
Ze Wang, Weiqiang Ren, Qiang Qiu


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Learning to Collaborate for User-Controlled Privacy

May 18, 2018
Martin Bertran, Natalia Martinez, Afroditi Papadaki, Qiang Qiu, Miguel Rodrigues, Guillermo Sapiro


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RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks

May 17, 2018
Xiuyuan Cheng, Qiang Qiu, Robert Calderbank, Guillermo Sapiro


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Liveness Detection Using Implicit 3D Features

Apr 19, 2018
J. Matias Di Martino, Qiang Qiu, Trishul Nagenalli, Guillermo Sapiro


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Weakly Supervised Instance Segmentation using Class Peak Response

Apr 03, 2018
Yanzhao Zhou, Yi Zhu, Qixiang Ye, Qiang Qiu, Jianbin Jiao

* Accepted in CVPR 2018 (Spotlight) 

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Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification

Mar 15, 2018
Albert Gong, Qiang Qiu, Guillermo Sapiro


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OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning

Dec 05, 2017
José Lezama, Qiang Qiu, Pablo Musé, Guillermo Sapiro


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LDMNet: Low Dimensional Manifold Regularized Neural Networks

Nov 16, 2017
Wei Zhu, Qiang Qiu, Jiaji Huang, Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies


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Soft Proposal Networks for Weakly Supervised Object Localization

Sep 06, 2017
Yi Zhu, Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao

* ICCV 2017 

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Oriented Response Networks

Jul 13, 2017
Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao

* Accepted in CVPR 2017. Source code available at http://yzhou.work/ORN 

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Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems

May 23, 2017
Jure Sokolic, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro

* 14 pages, 1 figure 

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Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model

Nov 22, 2016
Qixiang Ye, Tianliang Zhang, Qiang Qiu, Baochang Zhang, Jie Chen, Guillermo Sapiro


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Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral Hallucination and Low-rank Embedding

Nov 21, 2016
Jose Lezama, Qiang Qiu, Guillermo Sapiro


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