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Region Proposal Network Pre-Training Helps Label-Efficient Object Detection


Nov 16, 2022
Linus Ericsson, Nanqing Dong, Yongxin Yang, Ales Leonardis, Steven McDonagh

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* Presented at NeurIPS 2022 Workshop: Self-Supervised Learning - Theory and Practice 

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Content-Diverse Comparisons improve IQA


Nov 09, 2022
William Thong, Jose Costa Pereira, Sarah Parisot, Ales Leonardis, Steven McDonagh

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* Accepted at British Machine Vision Conference (BMVC) 2022 

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Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and Garment


Aug 05, 2022
Xue Hu, Xinghui Li, Benjamin Busam, Yiren Zhou, Ales Leonardis, Shanxin Yuan

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S$^2$Contact: Graph-based Network for 3D Hand-Object Contact Estimation with Semi-Supervised Learning


Aug 01, 2022
Tze Ho Elden Tse, Zhongqun Zhang, Kwang In Kim, Ales Leonardis, Feng Zheng, Hyung Jin Chang

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* Accepted to ECCV 2022 

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Is my Depth Ground-Truth Good Enough? HAMMER -- Highly Accurate Multi-Modal Dataset for DEnse 3D Scene Regression


May 09, 2022
HyunJun Jung, Patrick Ruhkamp, Guangyao Zhai, Nikolas Brasch, Yitong Li, Yannick Verdie, Jifei Song, Yiren Zhou, Anil Armagan, Slobodan Ilic, Ales Leonardis, Benjamin Busam

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Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution


Apr 27, 2022
Tze Ho Elden Tse, Kwang In Kim, Ales Leonardis, Hyung Jin Chang

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* Accepted to CVPR 2022 

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HDR Reconstruction from Bracketed Exposures and Events


Mar 28, 2022
Richard Shaw, Sibi Catley-Chandar, Ales Leonardis, Eduardo Perez-Pellitero

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Self-supervised HDR Imaging from Motion and Exposure Cues


Mar 23, 2022
Michal Nazarczuk, Sibi Catley-Chandar, Ales Leonardis, Eduardo Pérez Pellitero

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Repurposing Existing Deep Networks for Caption and Aesthetic-Guided Image Cropping


Jan 07, 2022
Nora Horanyi, Kedi Xia, Kwang Moo Yi, Abhishake Kumar Bojja, Ales Leonardis, Hyung Jin Chang

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* Pattern Recognition, 2022, 108485, ISSN 0031-3203 

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Wild ToFu: Improving Range and Quality of Indirect Time-of-Flight Depth with RGB Fusion in Challenging Environments


Dec 07, 2021
HyunJun Jung, Nikolas Brasch, Ales Leonardis, Nassir Navab, Benjamin Busam

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