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Weight-variant Latent Causal Models


Aug 30, 2022
Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi


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ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers


Aug 28, 2022
Yutong Xie, Jianpeng Zhang, Yong Xia, Anton van den Hengel, Qi Wu

* 14 pages 

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EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering


Jun 29, 2022
Violetta Shevchenko, Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel, Damien Teney


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Confident Sinkhorn Allocation for Pseudo-Labeling


Jun 13, 2022
Vu Nguyen, Sachin Farfade, Anton van den Hengel

* 23 pages 

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PointInst3D: Segmenting 3D Instances by Points


Apr 25, 2022
Tong He, Chunhua Shen, Anton van den Hengel

* code and model will be released at https://github.com/tonghe90/PointInst3D 

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CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification


Mar 21, 2022
Zhibin Liao, Kewen Liao, Haifeng Shen, Marouska F. van Boxel, Jasper Prijs, Ruurd L. Jaarsma, Job N. Doornberg, Anton van den Hengel, Johan W. Verjans

* 12 pages, Published in IEEE Journal of Biomedical and Health Informatics 

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Active Learning by Feature Mixing


Mar 14, 2022
Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel, Javen Qinfeng Shi

* CVPR 2022 

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Distributionally Robust Bayesian Optimization with $Ο†$-divergences


Mar 04, 2022
Hisham Husain, Vu Nguyen, Anton van den Hengel

* 16 pages 

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Retrieval Augmented Classification for Long-Tail Visual Recognition


Feb 22, 2022
Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel


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Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning


Feb 21, 2022
Dong Gong, Qingsen Yan, Yuhang Liu, Anton van den Hengel, Javen Qinfeng Shi


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