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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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Set Prediction without Imposing Structure as Conditional Density Estimation


Oct 08, 2020
David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek


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Bias-Awareness for Zero-Shot Learning the Seen and Unseen


Aug 25, 2020
William Thong, Cees G. M. Snoek

* Accepted at British Machine Vision Conference (BMVC) 2020 

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Localizing the Common Action Among a Few Videos


Aug 25, 2020
Pengwan Yang, Vincent Tao Hu, Pascal Mettes, Cees G. M. Snoek

* ECCV 2020 

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PointMixup: Augmentation for Point Clouds


Aug 14, 2020
Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek

* Accepted as Spotlight presentation at European Conference on Computer Vision (ECCV), 2020 

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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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Actor-Transformers for Group Activity Recognition


Mar 28, 2020
Kirill Gavrilyuk, Ryan Sanford, Mehrsan Javan, Cees G. M. Snoek

* CVPR 2020 

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Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification


Mar 17, 2020
Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao


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Cloth in the Wind: A Case Study of Physical Measurement through Simulation


Mar 09, 2020
Tom F. H. Runia, Kirill Gavrilyuk, Cees G. M. Snoek, Arnold W. M. Smeulders

* CVPR 2020. arXiv admin note: substantial text overlap with arXiv:1910.07861 

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Open Cross-Domain Visual Search


Nov 19, 2019
William Thong, Pascal Mettes, Cees G. M. Snoek


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Go with the Flow: Perception-refined Physics Simulation


Oct 17, 2019
Tom F. H. Runia, Kirill Gavrilyuk, Cees G. M. Snoek, Arnold W. M. Smeulders


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Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres


Apr 10, 2019
Shuai Liao, Efstratios Gavves, Cees G. M. Snoek

* CVPR 2019 camera ready 

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Dance with Flow: Two-in-One Stream Action Detection


Apr 03, 2019
Jiaojiao Zhao, Cees G. M. Snoek


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Cooperative Embeddings for Instance, Attribute and Category Retrieval


Apr 02, 2019
William Thong, Cees G. M. Snoek, Arnold W. M. Smeulders


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Counting with Focus for Free


Mar 28, 2019
Zenglin Shi, Pascal Mettes, Cees G. M. Snoek


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Pixelated Semantic Colorization


Feb 07, 2019
Jiaojiao Zhao, Jungong Han, Ling Shao, Cees G. M. Snoek


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Hyperspherical Prototype Networks


Jan 29, 2019
Pascal Mettes, Elise van der Pol, Cees G. M. Snoek


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Anomaly Locality in Video Surveillance


Jan 29, 2019
Federico Landi, Cees G. M. Snoek, Rita Cucchiara

* Submitted to International Conference on Image Processing, 2019 

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Pointly-Supervised Action Localization


Oct 01, 2018
Pascal Mettes, Cees G. M. Snoek

* International Journal of Computer Vision, 2018 

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Pixel-level Semantics Guided Image Colorization


Aug 05, 2018
Jiaojiao Zhao, Li Liu, Cees G. M. Snoek, Jungong Han, Ling Shao


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Video Time: Properties, Encoders and Evaluation


Jul 18, 2018
Amir Ghodrati, Efstratios Gavves, Cees G. M. Snoek

* 14 pages, BMVC 2018 

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Predicting Visual Features from Text for Image and Video Caption Retrieval


Jul 14, 2018
Jianfeng Dong, Xirong Li, Cees G. M. Snoek

* Accepted by Transaction on Multimedia. Code is available at https://github.com/danieljf24/w2vv 

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Spatio-Temporal Instance Learning: Action Tubes from Class Supervision


Jul 08, 2018
Pascal Mettes, Cees G. M. Snoek


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Repetition Estimation


Jun 18, 2018
Tom F. H. Runia, Cees G. M. Snoek, Arnold W. M. Smeulders


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Actor and Action Video Segmentation from a Sentence


Mar 20, 2018
Kirill Gavrilyuk, Amir Ghodrati, Zhenyang Li, Cees G. M. Snoek

* Accepted to CVPR 2018 as oral 

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Real-World Repetition Estimation by Div, Grad and Curl


Feb 27, 2018
Tom F. H. Runia, Cees G. M. Snoek, Arnold W. M. Smeulders


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The New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval


Feb 02, 2018
Spencer Cappallo, Stacey Svetlichnaya, Pierre Garrigues, Thomas Mensink, Cees G. M. Snoek


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Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions


Jul 28, 2017
Pascal Mettes, Cees G. M. Snoek

* ICCV 

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Localizing Actions from Video Labels and Pseudo-Annotations


Jul 28, 2017
Pascal Mettes, Cees G. M. Snoek, Shih-Fu Chang

* BMVC 

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