Cees Snoek

According to our database, Cees Snoek authored at least 302 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MetaKernel: Learning Variational Random Features With Limited Labels.

Yingjun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek

IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Training-Free Semantic Segmentation via LLM-Supervision.

Wenfang Sun, Yingjun Du, Gaowen Liu, Ramana Kompella, Cees G. M. Snoek

CoRR, 2024

Graph Neural Networks for Learning Equivariant Representations of Neural Networks.

Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang

CoRR, 2024

Any-Shift Prompting for Generalization over Distributions.

Zehao Xiao, Jiayi Shen, Mohammad Mahdi Derakhshani, Shengcai Liao, Cees G. M. Snoek

CoRR, 2024

PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs.

Michael Dorkenwald, Nimrod Barazani, Cees G. M. Snoek, Yuki M. Asano

CoRR, 2024

Low-Resource Vision Challenges for Foundation Models.

Yunhua Zhang, Hazel Doughty, Cees G. M. Snoek

CoRR, 2024

Flow Matching for Conditional Text Generation in a Few Sampling Steps.

Vincent Tao Hu, Di Wu, Yuki Markus Asano, Pascal Mettes, Basura Fernando, Björn Ommer, Cees Snoek

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Latent Space Editing in Transformer-Based Flow Matching.

Vincent Tao Hu, Wei Zhang, Meng Tang, Pascal Mettes, Deli Zhao, Cees Snoek

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Attentional prototype inference for few-shot segmentation.

Haoliang Sun, Xiankai Lu, Haochen Wang, Yilong Yin, Xiantong Zhen, Cees G. M. Snoek, Ling Shao

Pattern Recognit., October, 2023

Latent Space Editing in Transformer-Based Flow Matching.

Vincent Tao Hu, David W. Zhang, Pascal Mettes, Meng Tang, Deli Zhao, Cees G. M. Snoek

CoRR, 2023

Motion Flow Matching for Human Motion Synthesis and Editing.

Vincent Tao Hu, Wenzhe Yin, Pingchuan Ma, Yunlu Chen, Basura Fernando, Yuki M. Asano, Efstratios Gavves, Pascal Mettes, Björn Ommer, Cees G. M. Snoek

CoRR, 2023

Guided Diffusion from Self-Supervised Diffusion Features.

Vincent Tao Hu, Yunlu Chen, Mathilde Caron, Yuki M. Asano, Cees G. M. Snoek, Björn Ommer

CoRR, 2023

Revisiting Proposal-based Object Detection.

Aritra Bhowmik, Martin R. Oswald, Pascal Mettes, Cees G. M. Snoek

CoRR, 2023

Unlocking Spatial Comprehension in Text-to-Image Diffusion Models.

Mohammad Mahdi Derakhshani, Menglin Xia, Harkirat Behl, Cees G. M. Snoek, Victor Rühle

CoRR, 2023

Data Augmentations in Deep Weight Spaces.

Aviv Shamsian, David W. Zhang, Aviv Navon, Yan Zhang, Miltiadis Kofinas, Idan Achituve, Riccardo Valperga, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, Ethan Fetaya, Gal Chechik, Haggai Maron

CoRR, 2023

SimPLR: A Simple and Plain Transformer for Object Detection and Segmentation.

Duy-Kien Nguyen, Martin R. Oswald, Cees G. M. Snoek

CoRR, 2023

Small Visual Language Models can also be Open-Ended Few-Shot Learners.

Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring, Yuki M. Asano

CoRR, 2023

Learning Variational Neighbor Labels for Test-Time Domain Generalization.

Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek

CoRR, 2023

R-MAE: Regions Meet Masked Autoencoders.

Duy-Kien Nguyen, Vaibhav Aggarwal, Yanghao Li, Martin R. Oswald, Alexander Kirillov, Cees G. M. Snoek, Xinlei Chen

CoRR, 2023

Focus for Free in Density-Based Counting.

Zenglin Shi, Pascal Mettes, Cees G. M. Snoek

CoRR, 2023

Learning Unseen Modality Interaction.

Yunhua Zhang, Hazel Doughty, Cees Snoek

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery.

Sarah Rastegar, Hazel Doughty, Cees Snoek

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion.

Yingjun Du, Zehao Xiao, Shengcai Liao, Cees Snoek

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation.

Shuo Chen, Ying-Jun Du, Pascal Mettes, Cees G. M. Snoek

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models.

Tom van Sonsbeek, Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Unlocking Slot Attention by Changing Optimal Transport Costs.

Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek

Proceedings of the International Conference on Machine Learning, 2023

MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks.

Wenfang Sun, Yingjun Du, Xiantong Zhen, Fan Wang, Ling Wang, Cees G. M. Snoek

Proceedings of the International Conference on Machine Learning, 2023

Energy-Based Test Sample Adaptation for Domain Generalization.

Zehao Xiao, Xiantong Zhen, Shengcai Liao, Cees G. M. Snoek

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection.

Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Query by Activity Video in the Wild.

Tao Hu, William Thong, Pascal Mettes, Cees Snoek

Proceedings of the IEEE International Conference on Image Processing, 2023

Memory-augmented Variational Adaptation for Online Few-shot Segmentation.

Jie Liu, Yingjun Du, Zehao Xiao, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-Ordering Point Clouds.

Pengwan Yang, Cees G. M. Snoek, Yuki M. Asano

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization.

Fida Mohammad Thoker, Hazel Doughty, Cees G. M. Snoek

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations.

Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Order-preserving Consistency Regularization for Domain Adaptation and Generalization.

Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees G. M. Snoek

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Bayesian Prompt Learning for Image-Language Model Generalization.

Mohammad Mahdi Derakhshani, Enrique Sanchez, Adrian Bulat, Victor Guilherme Turrisi da Costa, Cees G. M. Snoek, Georgios Tzimiropoulos, Brais Martínez

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Detecting Objects with Context-Likelihood Graphs and Graph Refinement.

Aritra Bhowmik, Yu Wang, Nora Baka, Martin R. Oswald, Cees G. M. Snoek

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-Guided Diffusion Models.

Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail.

Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Test of Time: Instilling Video-Language Models with a Sense of Time.

Piyush Bagad, Makarand Tapaswi, Cees G. M. Snoek

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

EMO: Episodic Memory Optimization for Few-Shot Meta-Learning.

Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek

Proceedings of the Conference on Lifelong Learning Agents, 2023

2022

Diversely-Supervised Visual Product Search.

William Thong, Cees G. M. Snoek

ACM Trans. Multim. Comput. Commun. Appl., 2022

On Measuring and Controlling the Spectral Bias of the Deep Image Prior.

Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek

Int. J. Comput. Vis., 2022

Detecting Objects with Graph Priors and Graph Refinement.

Aritra Bhowmik, Martin R. Oswald, Yu Wang, Nora Baka, Cees G. M. Snoek

CoRR, 2022

Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight.

Yunhua Zhang, Hazel Doughty, Cees G. M. Snoek

CoRR, 2022

Variational prompt tuning improves generalization of vision-language models.

Mohammad Mahdi Derakhshani, Enrique Sanchez, Adrian Bulat, Victor Guilherme Turrisi da Costa, Cees G. M. Snoek, Georgios Tzimiropoulos, Brais Martínez

CoRR, 2022

Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models.

Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban

CoRR, 2022

Association Graph Learning for Multi-Task Classification with Category Shifts.

Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees Snoek, Marcel Worring

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Variational Model Perturbation for Source-Free Domain Adaptation.

Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees Snoek

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

LifeLonger: A Benchmark for Continual Disease Classification.

Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Pruning Edges and Gradients to Learn Hypergraphs From Larger Sets.

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

Proceedings of the Learning on Graphs Conference, 2022

Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation.

Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning to Generalize across Domains on Single Test Samples.

Zehao Xiao, Xiantong Zhen, Ling Shao, Cees G. M. Snoek

Proceedings of the Tenth International Conference on Learning Representations, 2022

Hierarchical Variational Memory for Few-shot Learning Across Domains.

Ying-Jun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek

Proceedings of the Tenth International Conference on Learning Representations, 2022

Less Than Few: Self-shot Video Instance Segmentation.

Pengwan Yang, Yuki M. Asano, Pascal Mettes, Cees G. M. Snoek

Proceedings of the Computer Vision - ECCV 2022, 2022

How Severe Is Benchmark-Sensitivity in Video Self-supervised Learning?

Fida Mohammad Thoker, Hazel Doughty, Piyush Bagad, Cees G. M. Snoek

Proceedings of the Computer Vision - ECCV 2022, 2022

TubeR: Tubelet Transformer for Video Action Detection.

Jiaojiao Zhao, Yanyi Zhang, Xinyu Li, Hao Chen, Bing Shuai, Mingze Xu, Chunhui Liu, Kaustav Kundu, Yuanjun Xiong, Davide Modolo, Ivan Marsic, Cees G. M. Snoek, Joseph Tighe

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Audio-Adaptive Activity Recognition Across Video Domains.

Yunhua Zhang, Hazel Doughty, Ling Shao, Cees G. M. Snoek

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

BoxeR: Box-Attention for 2D and 3D Transformers.

Duy-Kien Nguyen, Jihong Ju, Olaf Booij, Martin R. Oswald, Cees G. M. Snoek

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs.

Hazel Doughty, Cees G. M. Snoek

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Unsharp Mask Guided Filtering.

Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek

IEEE Trans. Image Process., 2021

Object Priors for Classifying and Localizing Unseen Actions.

Pascal Mettes, William Thong, Cees G. M. Snoek

Int. J. Comput. Vis., 2021

Generative Kernel Continual learning.

Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees G. M. Snoek

CoRR, 2021

Recurrently Predicting Hypergraphs.

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

CoRR, 2021

Attentional Prototype Inference for Few-Shot Semantic Segmentation.

Haoliang Sun, Xiankai Lu, Haochen Wang, Yilong Yin, Xiantong Zhen, Cees G. M. Snoek, Ling Shao

CoRR, 2021

TubeR: Tube-Transformer for Action Detection.

Jiaojiao Zhao, Xinyu Li, Chunhui Liu, Bing Shuai, Hao Chen, Cees G. M. Snoek, Joseph Tighe

CoRR, 2021

Variational Prototype Inference for Few-Shot Semantic Segmentation.

Haochen Wang, Yandan Yang, Xianbin Cao, Xiantong Zhen, Cees Snoek, Ling Shao

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Skeleton-Contrastive 3D Action Representation Learning.

Fida Mohammad Thoker, Hazel Doughty, Cees G. M. Snoek

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Frequency-Supervised MR-to-CT Image Synthesis.

Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek

Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

A Bit More Bayesian: Domain-Invariant Learning with Uncertainty.

Zehao Xiao, Jiayi Shen, Xiantong Zhen, Ling Shao, Cees Snoek

Proceedings of the 38th International Conference on Machine Learning, 2021

Kernel Continual Learning.

Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees Snoek

Proceedings of the 38th International Conference on Machine Learning, 2021

LiftPool: Bidirectional ConvNet Pooling.

Jiaojiao Zhao, Cees G. M. Snoek

Proceedings of the 9th International Conference on Learning Representations, 2021

Set Prediction without Imposing Structure as Conditional Density Estimation.

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

Proceedings of the 9th International Conference on Learning Representations, 2021

MetaNorm: Learning to Normalize Few-Shot Batches Across Domains.

Ying-Jun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek

Proceedings of the 9th International Conference on Learning Representations, 2021

Motion-Augmented Self-Training for Video Recognition at Smaller Scale.

Kirill Gavrilyuk, Mihir Jain, Ilia Karmanov, Cees G. M. Snoek

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Social Fabric: Tubelet Compositions for Video Relation Detection.

Shuo Chen, Zenglin Shi, Pascal Mettes, Cees G. M. Snoek

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Safe Fakes: Evaluating Face Anonymizers for Face Detectors.

Sander R. Klomp, Matthew van Rijn, Rob G. J. Wijnhoven, Cees G. M. Snoek, Peter H. N. de With

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Repetitive Activity Counting by Sight and Sound.

Yunhua Zhang, Ling Shao, Cees G. M. Snoek

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Few-Shot Transformation of Common Actions Into Time and Space.

Pengwan Yang, Pascal Mettes, Cees G. M. Snoek

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias.

William Thong, Cees Snoek

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Diagnosing Errors in Video Relation Detectors.

Shuo Chen, Pascal Mettes, Cees Snoek

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation.

Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees Snoek, Ekaterina Shutova

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Shuffled ImageNet Banks for Video Event Detection and Search.

Pascal Mettes, Dennis C. Koelma, Cees G. M. Snoek

ACM Trans. Multim. Comput. Commun. Appl., 2020

Guest Editorial Multimedia Computing With Interpretable Machine Learning.

Yonghong Tian, Cees G. M. Snoek, Jingdong Wang, Zhu Liu, Rainer Lienhart, Susanne Boll

IEEE Trans. Multim., 2020

Pixelated Semantic Colorization.

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

Int. J. Comput. Vis., 2020

Open cross-domain visual search.

William Thong, Pascal Mettes, Cees G. M. Snoek

Comput. Vis. Image Underst., 2020

Guess where? Actor-supervision for spatiotemporal action localization.

Victor Escorcia, Cuong Duc Dao, Mihir Jain, Bernard Ghanem, Cees Snoek

Comput. Vis. Image Underst., 2020

Learning to Learn Variational Semantic Memory.

Xiantong Zhen, Ying-Jun Du, Huan Xiong, Qiang Qiu, Cees Snoek, Ling Shao

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Unseen Activity Recognition in Space and Time.

Cees Snoek

Proceedings of the HuMA'20: Proceedings of the 1st International Workshop on Human-centric Multimedia Analysis, 2020

Interactivity Proposals for Surveillance Videos.

Shuo Chen, Pascal Mettes, Tao Hu, Cees G. M. Snoek

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Feature-Supervised Action Modality Transfer.

Fida Mohammad Thoker, Cees G. M. Snoek

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Quasibinary Classifier for Images with Zero and Multiple Labels.

Shuai Liao, Efstratios Gavves, ChangYong Oh, Cees G. M. Snoek

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning to Learn Kernels with Variational Random Features.

Xiantong Zhen, Haoliang Sun, Ying-Jun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek

Proceedings of the 37th International Conference on Machine Learning, 2020

Localizing the Common Action Among a Few Videos.

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

Proceedings of the Computer Vision - ECCV 2020, 2020

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification.

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

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning to Learn with Variational Information Bottleneck for Domain Generalization.

Ying-Jun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao

Proceedings of the Computer Vision - ECCV 2020, 2020

PointMixup: Augmentation for Point Clouds.

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

Proceedings of the Computer Vision - ECCV 2020, 2020

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

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Searching for Actions on the Hyperbole.

Teng Long, Pascal Mettes, Heng Tao Shen, Cees G. M. Snoek

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ActionBytes: Learning From Trimmed Videos to Localize Actions.

Mihir Jain, Amir Ghodrati, Cees G. M. Snoek

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Actor-Transformers for Group Activity Recognition.

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

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

William Thong, Cees Snoek

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

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

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

IEEE Trans. Multim., 2019

Repetition Estimation.

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

Int. J. Comput. Vis., 2019

Pointly-Supervised Action Localization.

Pascal Mettes, Cees G. M. Snoek

Int. J. Comput. Vis., 2019

Go with the Flow: Perception-refined Physics Simulation.

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

CoRR, 2019

Cooperative Embeddings for Instance, Attribute and Category Retrieval.

William Thong, Cees G. M. Snoek, Arnold W. M. Smeulders

CoRR, 2019

Anomaly Locality in Video Surveillance.

Federico Landi, Cees G. M. Snoek, Rita Cucchiara

CoRR, 2019

Hyperspherical Prototype Networks.

Pascal Mettes, Elise van der Pol, Cees Snoek

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Counting With Focus for Free.

Zenglin Shi, Pascal Mettes, Cees Snoek

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

SILCO: Show a Few Images, Localize the Common Object.

Tao Hu, Pascal Mettes, Jia-Hong Huang, Cees Snoek

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Dance With Flow: Two-In-One Stream Action Detection.

Jiaojiao Zhao, Cees G. M. Snoek

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

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

Shuai Liao, Efstratios Gavves, Cees G. M. Snoek

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation.

Tao Hu, Pengwan Yang, Chiliang Zhang, Gang Yu, Yadong Mu, Cees G. M. Snoek

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Visual Content Analysis.

Marcel Worring, Cees Snoek

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Predicting Visual Features From Text for Image and Video Caption Retrieval.

Jianfeng Dong, Xirong Li, Cees G. M. Snoek

IEEE Trans. Multim., 2018

Deep Learning for Visual Understanding: Part 2 [From the Guest Editors].

Fatih Porikli, Shiguang Shan, Cees Snoek, Rahul Sukthankar, Xiaogang Wang

IEEE Signal Process. Mag., 2018

VideoLSTM convolves, attends and flows for action recognition.

Zhenyang Li, Kirill Gavrilyuk, Efstratios Gavves, Mihir Jain, Cees G. M. Snoek

Comput. Vis. Image Underst., 2018

The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary.

Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Victor Escorcia, Ranjay Krishna, Shyamal Buch, Cuong Duc Dao

CoRR, 2018

Spatio-Temporal Instance Learning: Action Tubes from Class Supervision.

Pascal Mettes, Cees G. M. Snoek

CoRR, 2018

Searching and Matching Texture-free 3D Shapes in Images.

Shuai Liao, Efstratios Gavves, Cees G. M. Snoek

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Cheat me not: automated proctoring of digital exams on bring-your-own-device.

Gosia Migut, Dennis C. Koelma, Cees G. M. Snoek, Natasa Brouwer

Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education, 2018

Real-World Repetition Estimation by Div, Grad and Curl.

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

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Actor and Action Video Segmentation From a Sentence.

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

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Pixel-level Semantics Guided Image Colorization.

Jiaojiao Zhao, Li Liu, Cees Snoek, Jungong Han, Ling Shao

Proceedings of the British Machine Vision Conference 2018, 2018

Video Time: Properties, Encoders and Evaluation.

Amir Ghodrati, Efstratios Gavves, Cees Snoek

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Guest Editorial: Large-Scale Multimedia Data Retrieval, Classification, and Understanding.

Jingkuan Song, Hervé Jégou, Cees Snoek, Qi Tian, Nicu Sebe

IEEE Trans. Multim., 2017

Deep Learning for Visual Understanding [From the Guest Editors].

Fatih Porikli, Shiguang Shan, Cees Snoek, Rahul Sukthankar, Xiaogang Wang

IEEE Signal Process. Mag., 2017

Video2vec Embeddings Recognize Events When Examples Are Scarce.

AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Tubelets: Unsupervised Action Proposals from Spatiotemporal Super-Voxels.

Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek

Int. J. Comput. Vis., 2017

ActivityNet Challenge 2017 Summary.

Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Ranjay Krishna, Victor Escorcia, Kenji Hata, Shyamal Buch

CoRR, 2017

University of Amsterdam and Renmin University at TRECVID 2017: Searching Video, Detecting Events and Describing Video.

Cees G. M. Snoek, Xirong Li, Chaoxi Xu, Dennis C. Koelma

Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Future-Supervised Retrieval of Unseen Queries for Live Video.

Spencer Cappallo, Cees G. M. Snoek

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Music-Guided Video Summarization using Quadratic Assignments.

Thomas Mensink, Thomas Jongstra, Pascal Mettes, Cees G. M. Snoek

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Video Indexing, Search, Detection, and Description with Focus on TRECVID.

George Awad, Duy-Dinh Le, Chong-Wah Ngo, Vinh-Tiep Nguyen, Georges Quénot, Cees Snoek, Shin'ichi Satoh

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

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

Pascal Mettes, Cees G. M. Snoek

Proceedings of the IEEE International Conference on Computer Vision, 2017

Tracking by Natural Language Specification.

Zhenyang Li, Ran Tao, Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Localizing Actions from Video Labels and Pseudo-Annotations.

Pascal Mettes, Cees Snoek, Shih-Fu Chang

Proceedings of the British Machine Vision Conference 2017, 2017

2016

TagBook: A Semantic Video Representation Without Supervision for Event Detection.

Masoud Mazloom, Xirong Li, Cees G. M. Snoek

IEEE Trans. Multim., 2016

Recent advances in social multimedia big data mining and applications.

Jitao Sang, Yue Gao, Bing-Kun Bao, Cees Snoek, Qionghai Dai

Multim. Syst., 2016

Special issue on weakly supervised learning.

Luming Zhang, Rongrong Ji, Yi Zhen, Weisi Lin, Cees Snoek

J. Vis. Commun. Image Represent., 2016

No spare parts: Sharing part detectors for image categorization.

Pascal Mettes, Jan C. van Gemert, Cees G. M. Snoek

Comput. Vis. Image Underst., 2016

Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement, and Retrieval.

Xirong Li, Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Cees G. M. Snoek, Alberto Del Bimbo

ACM Comput. Surv., 2016

VideoLSTM Convolves, Attends and Flows for Action Recognition.

Zhenyang Li, Efstratios Gavves, Mihir Jain, Cees G. M. Snoek

CoRR, 2016

Searching Scenes by Abstracting Things.

Svetlana Kordumova, Jan C. van Gemert, Cees G. M. Snoek, Arnold W. M. Smeulders

CoRR, 2016

Word2VisualVec: Cross-Media Retrieval by Visual Feature Prediction.

Jianfeng Dong, Xirong Li, Cees G. M. Snoek

CoRR, 2016

A Medium-Scale Distributed System for Computer Science Research: Infrastructure for the Long Term.

Henri E. Bal, Dick H. J. Epema, Cees de Laat, Rob van Nieuwpoort, John W. Romein, Frank J. Seinstra, Cees Snoek, Harry A. G. Wijshoff

Computer, 2016

Tag-based video retrieval by embedding semantic content in a continuous word space.

Arnav Agharwal, Rama Kovvuri, Ram Nevatia, Cees G. M. Snoek

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

University of Amsterdam and Renmin University at TRECVID 2016: Searching Video, Detecting Events and Describing Video.

Cees G. M. Snoek, Jianfeng Dong, Xirong Li, Xiaoxu Wang, Qijie Wei, Weiyu Lan, Efstratios Gavves, Noureldien Hussein, Dennis C. Koelma, Arnold W. M. Smeulders

Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Exploring the Long Tail of Social Media Tags.

Svetlana Kordumova, Jan C. van Gemert, Cees G. M. Snoek

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Early Embedding and Late Reranking for Video Captioning.

Jianfeng Dong, Xirong Li, Weiyu Lan, Yujia Huo, Cees G. M. Snoek

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection.

Pascal Mettes, Dennis C. Koelma, Cees G. M. Snoek

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Pooling Objects for Recognizing Scenes without Examples.

Svetlana Kordumova, Thomas Mensink, Cees G. M. Snoek

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Segment-based models for event detection and recounting.

Rama Kovvuri, Ram Nevatia, Cees G. M. Snoek

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Spot On: Action Localization from Pointly-Supervised Proposals.

Pascal Mettes, Jan C. van Gemert, Cees G. M. Snoek

Proceedings of the Computer Vision - ECCV 2016, 2016

Online Action Detection.

Roeland De Geest, Efstratios Gavves, Amir Ghodrati, Zhenyang Li, Cees Snoek, Tinne Tuytelaars

Proceedings of the Computer Vision - ECCV 2016, 2016

Video Stream Retrieval of Unseen Queries using Semantic Memory.

Spencer Cappallo, Thomas Mensink, Cees Snoek

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Best practices for learning video concept detectors from social media examples.

Svetlana Kordumova, Xirong Li, Cees G. M. Snoek

Multim. Tools Appl., 2015

Guest editorial: selected papers from ICIMCS 2013.

Meng Wang, Ke Lu, Gang Hua, Cees Snoek

Multim. Syst., 2015

Local Alignments for Fine-Grained Categorization.

Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars

Int. J. Comput. Vis., 2015

VideoStory Embeddings Recognize Events when Examples are Scarce.

AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek

CoRR, 2015

Qualcomm Research and University of Amsterdam at TRECVID 2015: Recognizing Concepts, Objects, and Events in Video.

Cees G. M. Snoek, Spencer Cappallo, Daniel Fontijne, David Julian, Dennis C. Koelma, Pascal Mettes, Koen E. A. van de Sande, Anthony Sarah, Harro Stokman, Regan Blythe Towal

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Image Tag Assignment, Refinement and Retrieval.

Xirong Li, Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Cees G. M. Snoek, Alberto Del Bimbo

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Image2Emoji: Zero-shot Emoji Prediction for Visual Media.

Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Query-by-Emoji Video Search.

Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Bag-of-Fragments: Selecting and Encoding Video Fragments for Event Detection and Recounting.

Pascal Mettes, Jan C. van Gemert, Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Encoding Concept Prototypes for Video Event Detection and Summarization.

Masoud Mazloom, AmirHossein Habibian, Dong Liu, Cees G. M. Snoek, Shih-Fu Chang

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Discovering Semantic Vocabularies for Cross-Media Retrieval.

AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Latent Factors of Visual Popularity Prediction.

Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Objects2action: Classifying and Localizing Actions without Any Video Example.

Mihir Jain, Jan C. van Gemert, Thomas Mensink, Cees G. M. Snoek

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks.

Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees G. M. Snoek, Tinne Tuytelaars

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

What do 15, 000 object categories tell us about classifying and localizing actions?

Mihir Jain, Jan C. van Gemert, Cees G. M. Snoek

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Event Fisher Vectors: Robust Encoding Visual Diversity of Visual Streams.

Markus Nagel, Thomas Mensink, Cees G. M. Snoek

Proceedings of the British Machine Vision Conference 2015, 2015

APT: Action localization proposals from dense trajectories.

Jan C. van Gemert, Mihir Jain, Ella Gati, Cees G. M. Snoek

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Evaluating Multimedia Features and Fusion for Example-Based Event Detection.

Gregory K. Myers, Cees G. M. Snoek, Ramakant Nevatia, Ramesh Nallapati, Julien van Hout, Stephanie Pancoast, Chen Sun, AmirHossein Habibian, Dennis C. Koelma, Koen E. A. van de Sande, Arnold W. M. Smeulders

Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Video Retrieval.

Cees G. M. Snoek, Arnold W. M. Smeulders

Computer Vision, A Reference Guide, 2014

Conceptlets: Selective Semantics for Classifying Video Events.

Masoud Mazloom, Efstratios Gavves, Cees G. M. Snoek

IEEE Trans. Multim., 2014

Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval.

Alberto Del Bimbo, K. Selçuk Candan, Yu-Gang Jiang, Jiebo Luo, Tao Mei, Nicu Sebe, Heng Tao Shen, Cees G. M. Snoek, Rong Yan

IEEE Trans. Multim., 2014

Evaluating multimedia features and fusion for example-based event detection.

Gregory K. Myers, Ramesh Nallapati, Julien van Hout, Stephanie Pancoast, Ramakant Nevatia, Chen Sun, AmirHossein Habibian, Dennis C. Koelma, Koen E. A. van de Sande, Arnold W. M. Smeulders, Cees G. M. Snoek

Mach. Vis. Appl., 2014

Content is Dead ... Long Live Content: The New Age of Multimedia-Hard Problems.

Lexing Xie, David A. Shamma, Cees Snoek

IEEE Multim., 2014

Special section on learning from multiple evidences for large scale multimedia analysis.

Yi Yang, Nicu Sebe, Cees Snoek, Xian-Sheng Hua, Yueting Zhuang

Comput. Vis. Image Underst., 2014

Recommendations for recognizing video events by concept vocabularies.

AmirHossein Habibian, Cees G. M. Snoek

Comput. Vis. Image Underst., 2014

MediaMill at TRECVID 2014: Searching Concepts, Objects, Instances and Events in Video.

Cees G. M. Snoek, Koen E. A. van de Sande, Daniel Fontijne, Spencer Cappallo, Jan van Gemert, AmirHossein Habibian, Thomas Mensink, Pascal Mettes, Ran Tao, Dennis C. Koelma, Arnold W. M. Smeulders

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

The 2014 SESAME Multimedia Event Detection and Recounting System.

Robert C. Bolles, J. Brian Burns, James A. Herson, Gregory K. Myers, Julien van Hout, Wen Wang, Julie Wong, Eric Yeh, AmirHossein Habibian, Dennis C. Koelma, Thomas Mensink, Arnold W. M. Smeulders, Cees G. M. Snoek, Arnav Aggarwal, Song Cao, Kan Chen, Rama Kovvuri, Ram Nevatia, Pramod Sharma

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

VideoStory: A New Multimedia Embedding for Few-Example Recognition and Translation of Events.

AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

ISOMER: Informative Segment Observations for Multimedia Event Recounting.

Chen Sun, J. Brian Burns, Ram Nevatia, Cees Snoek, Bob Bolles, Gregory K. Myers, Wen Wang, Eric Yeh

Proceedings of the International Conference on Multimedia Retrieval, 2014

Few-Example Video Event Retrieval using Tag Propagation.

Masoud Mazloom, Xirong Li, Cees G. M. Snoek

Proceedings of the International Conference on Multimedia Retrieval, 2014

SocialZap: Catch-up on Interesting Television Fragments Discovered from Social Media.

Svetlana Kordumova, Christoph Kofler, Dennis C. Koelma, Bouke Huurnink, Bauke Freiburg, Joris Kleinveld, Manuel van Rijn, Marco van Deursen, Martha A. Larson, Cees G. M. Snoek

Proceedings of the International Conference on Multimedia Retrieval, 2014

Stop-Frame Removal Improves Web Video Classification.

AmirHossein Habibian, Cees G. M. Snoek

Proceedings of the International Conference on Multimedia Retrieval, 2014

On-the-Fly Video Event Search by Semantic Signatures.

AmirHossein Habibian, Masoud Mazloom, Cees G. M. Snoek

Proceedings of the International Conference on Multimedia Retrieval, 2014

Composite Concept Discovery for Zero-Shot Video Event Detection.

AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek

Proceedings of the International Conference on Multimedia Retrieval, 2014

Late fusion and calibration for multimedia event detection using few examples.

Julien van Hout, Eric Yeh, Dennis C. Koelma, Cees G. M. Snoek, Chen Sun, Ramakant Nevatia, Julie Wong, Gregory K. Myers

Proceedings of the IEEE International Conference on Acoustics, 2014

Attributes Make Sense on Segmented Objects.

Zhenyang Li, Efstratios Gavves, Thomas Mensink, Cees G. M. Snoek

Proceedings of the Computer Vision - ECCV 2014, 2014

Locality in Generic Instance Search from One Example.

Ran Tao, Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Fisher and VLAD with FLAIR.

Koen E. A. van de Sande, Cees G. M. Snoek, Arnold W. M. Smeulders

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

COSTA: Co-Occurrence Statistics for Zero-Shot Classification.

Thomas Mensink, Efstratios Gavves, Cees G. M. Snoek

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Action Localization with Tubelets from Motion.

Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Bootstrapping Visual Categorization With Relevant Negatives.

Xirong Li, Cees G. M. Snoek, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders

IEEE Trans. Multim., 2013

The MediaMill at TRECVID 2013: : Searching concepts, Objects, Instances and events in video.

Cees G. M. Snoek, Koen E. A. van de Sande, Daniel Fontijne, AmirHossein Habibian, Mihir Jain, Svetlana Kordumova, Zhenyang Li, Masoud Mazloom, Silvia L. Pintea, Ran Tao, Dennis C. Koelma, Arnold W. M. Smeulders

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

The 2013 SESAME Multimedia Event Detection and Recounting System.

Robert C. Bolles, J. Brian Burns, James A. Herson, Gregory K. Myers, Stephanie Pancoast, Julien van Hout, Wen Wang, Julie Wong, Eric Yeh, AmirHossein Habibian, Dennis C. Koelma, Zhenyang Li, Masoud Mazloom, Silvia-Laura Pintea, Arnold W. M. Smeulders, Cees G. M. Snoek, Sung Chun Lee, Ram Nevatia, Pramod Sharma, Chen Sun, Rémi Trichet

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Querying for video events by semantic signatures from few examples.

Masoud Mazloom, AmirHossein Habibian, Cees G. M. Snoek

Proceedings of the ACM Multimedia Conference, 2013

Classifying tag relevance with relevant positive and negative examples.

Xirong Li, Cees G. M. Snoek

Proceedings of the ACM Multimedia Conference, 2013

Video2Sentence and vice versa.

AmirHossein Habibian, Cees G. M. Snoek

Proceedings of the ACM Multimedia Conference, 2013

Searching informative concept banks for video event detection.

Masoud Mazloom, Efstratios Gavves, Koen E. A. van de Sande, Cees Snoek

Proceedings of the International Conference on Multimedia Retrieval, 2013

Recommendations for video event recognition using concept vocabularies.

AmirHossein Habibian, Koen E. A. van de Sande, Cees G. M. Snoek

Proceedings of the International Conference on Multimedia Retrieval, 2013

Codemaps - Segment, Classify and Search Objects Locally.

Zhenyang Li, Efstratios Gavves, Koen E. A. van de Sande, Cees G. M. Snoek, Arnold W. M. Smeulders

Proceedings of the IEEE International Conference on Computer Vision, 2013

Fine-Grained Categorization by Alignments.

Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars

Proceedings of the IEEE International Conference on Computer Vision, 2013

Can object detectors aid internet video event retrieval?

Davide Modolo, Cees G. M. Snoek

Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

Evaluating sources and strategies for learning video concepts from social media.

Svetlana Kordumova, Xirong Li, Cees G. M. Snoek

Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2012

Harvesting Social Images for Bi-Concept Search.

Xirong Li, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders

IEEE Trans. Multim., 2012

Content-Based Analysis Improves Audiovisual Archive Retrieval.

Bouke Huurnink, Cees G. M. Snoek, Maarten de Rijke, Arnold W. M. Smeulders

IEEE Trans. Multim., 2012

Visual synonyms for landmark image retrieval.

Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders

Comput. Vis. Image Underst., 2012

The MediaMill TRECVID 2012 Semantic Video Search Engine.

Cees G. M. Snoek, Koen E. A. van de Sande, AmirHossein Habibian, Svetlana Kordumova, Zhenyang Li, Masoud Mazloom, Silvia L. Pintea, Ran Tao, Dennis C. Koelma, Arnold W. M. Smeulders

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

The 2012 SESAME Multimedia Event Detection (MED) System.

Murat Akbacak, Robert C. Bolles, J. Brian Burns, Mark Elliot, Aaron Heller, James A. Herson, Gregory K. Myers, Ramesh Nallapati, Stephanie Pancoast, Julien van Hout, Eric Yeh, AmirHossein Habibian, Dennis C. Koelma, Zhenyang Li, Masoud Mazloom, Silvia-Laura Pintea, Koen E. A. van de Sande, Arnold W. M. Smeulders, Cees G. M. Snoek, Sung Chun Lee, Ram Nevatia, Pramod Sharma, Chen Sun, Rémi Trichet

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Content is dead: long-live content!

Lexing Xie, David Ayman Shamma, Cees Snoek

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

International workshop on socially-aware multimedia (SAM'12).

Pablo César, David A. Shamma, Doug Williams, Cees G. M. Snoek

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

All vehicles are cars: subclass preferences in container concepts.

Daan T. J. Vreeswijk, Cees G. M. Snoek, Koen E. A. van de Sande, Arnold W. M. Smeulders

Proceedings of the International Conference on Multimedia Retrieval, 2012

Fusing concept detection and geo context for visual search.

Xirong Li, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders

Proceedings of the International Conference on Multimedia Retrieval, 2012

Convex reduction of high-dimensional kernels for visual classification.

Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Empowering Visual Categorization With the GPU.

Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek

IEEE Trans. Multim., 2011

Adding semantics to image-region annotations with the Name-It-Game.

Jeroen Steggink, Cees G. M. Snoek

Multim. Syst., 2011

Academia Meets Industry at the Multimedia Grand Challenge.

Cees G. M. Snoek, Malcolm Slaney

IEEE Multim., 2011

The MediaMill TRECVID 2011 Semantic Video Search Engine.

Cees G. M. Snoek, Koen E. A. van de Sande, Xirong Li, Masoud Mazloom, Yu-Gang Jiang, Dennis C. Koelma, Arnold W. M. Smeulders

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

The SESAME MED System.

Murat Akbacak, Robert C. Bolles, J. Brian Burns, Mark Elliot, Aaron Heller, James A. Herson, Gregory K. Myers, Ramesh Nallapati, Eric Yeh, Dennis C. Koelma, Xirong Li, Masoud Mazloom, Koen E. A. van de Sande, Arnold W. M. Smeulders, Cees G. M. Snoek, Sung Chun Lee, Ram Nevatia, Pramod Sharma, Chen Sun, Rémi Trichet

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Size Matters! How Thumbnail Number, Size, and Motion Influence Mobile Video Retrieval.

Wolfgang Hürst, Cees G. M. Snoek, Willem-Jan Spoel, Mate Tomin

Proceedings of the Advances in Multimedia Modeling, 2011

Internet video search.

Cees G. M. Snoek, Arnold W. M. Smeulders

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Personalizing automated image annotation using cross-entropy.

Xirong Li, Efstratios Gavves, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Crowdsourcing visual detectors for video search.

Bauke Freiburg, Jaap Kamps, Cees G. M. Snoek

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Social negative bootstrapping for visual categorization.

Xirong Li, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

The University of Amsterdam's Concept Detection System at ImageCLEF 2011.

Koen E. A. van de Sande, Cees G. M. Snoek

Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010

Tenth international workshop on multimedia data mining.

Valery A. Petrushin, Jia-Yu Pan, Cees G. M. Snoek

SIGKDD Explor., 2010

Evaluating Color Descriptors for Object and Scene Recognition.

Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Everyday concept detection in visual lifelogs: validation, relationships and trends.

Daragh Byrne, Aiden R. Doherty, Cees G. M. Snoek, Gareth J. F. Jones, Alan F. Smeaton

Multim. Tools Appl., 2010

Comparing compact codebooks for visual categorization.

Jan C. van Gemert, Cees G. M. Snoek, Cor J. Veenman, Arnold W. M. Smeulders, Jan-Mark Geusebroek

Comput. Vis. Image Underst., 2010

Visual-Concept Search Solved?.

Cees G. M. Snoek, Arnold W. M. Smeulders

Computer, 2010

The MediaMill TRECVID 2010 Semantic Video Search Engine.

Cees Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Efstratios Gavves, Daan Odijk, Maarten de Rijke, Theo Gevers, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Video search engines: advances in multimedia retrieval, part ii [1].

Cees G. M. Snoek, Arnold W. M. Smeulders

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Crowdsourcing rock n' roll multimedia retrieval.

Cees G. M. Snoek, Bauke Freiburg, Johan Oomen, Roeland Ordelman

Proceedings of the 18th International Conference on Multimedia 2010, 2010

The mediamill search engine video.

Cees G. M. Snoek

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Keep moving!: revisiting thumbnails for mobile video retrieval.

Wolfgang Hürst, Cees G. M. Snoek, Willem-Jan Spoel, Mate Tomin

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Landmark image retrieval using visual synonyms.

Efstratios Gavves, Cees G. M. Snoek

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Accelerating Visual Categorization with the GPU.

Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek

Proceedings of the Trends and Topics in Computer Vision, 2010

Unsupervised multi-feature tag relevance learning for social image retrieval.

Xirong Li, Cees G. M. Snoek, Marcel Worring

Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Today's and tomorrow's retrieval practice in the audiovisual archive.

Bouke Huurnink, Cees G. M. Snoek, Maarten de Rijke, Arnold W. M. Smeulders

Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

2009

Visual Content Analysis.

Marcel Worring, Cees Snoek

Proceedings of the Encyclopedia of Database Systems, 2009

Learning Social Tag Relevance by Neighbor Voting.

Xirong Li, Cees G. M. Snoek, Marcel Worring

IEEE Trans. Multim., 2009

Concept-Based Video Retrieval.

Cees G. M. Snoek, Marcel Worring

Found. Trends Inf. Retr., 2009

The MediaMill TRECVID 2009 Semantic Video Search Engine.

Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jasper R. R. Uijlings, M. van Liempt, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Arnold W. M. Smeulders, Dennis C. Koelma, Miguel M. F. Bugalho, Isabel Trancoso, F. Yan, M. A. Tahir, Krystian Mikolajczyk, Josef Kittler

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Visual categorization with negative examples for free.

Xirong Li, Cees G. M. Snoek

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Can social tagged images aid concept-based video search?

Arjan T. Setz, Cees G. M. Snoek

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Annotating images by harnessing worldwide user-tagged photos.

Xirong Li, Cees G. M. Snoek, Marcel Worring

Proceedings of the IEEE International Conference on Acoustics, 2009

MediaMill: guiding the user to results using the ForkBrowser.

Ork de Rooij, Cees G. M. Snoek, Marcel Worring

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008

VideOlympics: Real-Time Evaluation of Multimedia Retrieval Systems.

Cees G. M. Snoek, Marcel Worring, Ork de Rooij, Koen E. A. van de Sande, Rong Yan, Alexander G. Hauptmann

IEEE Multim., 2008

The MediaMill TRECVID 2008 Semantic Video Search Engine.

Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jan C. van Gemert, Jasper R. R. Uijlings, Jiyin He, Xirong Li, Ivo Everts, Vladimir Nedovic, M. van Liempt, Richard van Balen, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Arnold W. M. Smeulders, Dennis C. Koelma, Fei Yan, Muhammad Atif Tahir, Krystian Mikolajczyk, Josef Kittler

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Validating the Detection of Everyday Concepts in Visual Lifelogs.

Daragh Byrne, Aiden R. Doherty, Cees G. M. Snoek, Gareth J. F. Jones, Alan F. Smeaton

Proceedings of the Semantic Multimedia, 2008

Learning tag relevance by neighbor voting for social image retrieval.

Xirong Li, Cees G. M. Snoek, Marcel Worring

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Analyzing video concept detectors visually.

Cees G. M. Snoek, Richard van Balen, Dennis C. Koelma, Arnold W. M. Smeulders, Marcel Worring

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Evaluation of color descriptors for object and scene recognition.

Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A comparison of color features for visual concept classification.

Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

MediaMill: fast and effective video search using the forkbrowser.

Ork de Rooij, Cees G. M. Snoek, Marcel Worring

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Balancing thread based navigation for targeted video search.

Ork de Rooij, Cees G. M. Snoek, Marcel Worring

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Color Descriptors for Object Category Recognition.

Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek

Proceedings of the 4th European Conference on Colour in Graphics, 2008

2007

A Learned Lexicon-Driven Paradigm for Interactive Video Retrieval.

Cees G. M. Snoek, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders

IEEE Trans. Multim., 2007

Adding Semantics to Detectors for Video Retrieval.

Cees G. M. Snoek, Bouke Huurnink, Laura Hollink, Maarten de Rijke, Guus Schreiber, Marcel Worring

IEEE Trans. Multim., 2007

High-Performance Distributed Video Content Analysis with Parallel-Horus.

Frank J. Seinstra, Jan-Mark Geusebroek, Dennis C. Koelma, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders

IEEE Multim., 2007

The MediaMill TRECVID 2007 Semantic Video Search Engine.

Cees G. M. Snoek, Ivo Everts, Jan C. van Gemert, Jan-Mark Geusebroek, Bouke Huurnink, Dennis C. Koelma, M. van Liempt, Ork de Rooij, Koen E. A. van de Sande, Arnold W. M. Smeulders, Jasper R. R. Uijlings, Marcel Worring

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Query on demand video browsing.

Ork de Rooij, Cees G. M. Snoek, Marcel Worring

Proceedings of the 15th International Conference on Multimedia 2007, 2007

The Role of Visual Content and Style for Concert Video Indexing.

Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders, Bauke Freiburg

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Are Concept Detector Lexicons Effective for Video Search?

Cees G. M. Snoek, Marcel Worring

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

MediaMill: Video Query on Demand using the Rotorbrowser.

Ork de Rooij, Cees G. M. Snoek, Marcel Worring

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

The Mediamill Semantic Video Search Engine.

Marcel Worring, Cees G. M. Snoek, Ork de Rooij, Giang P. Nguyen, Arnold W. M. Smeulders

Proceedings of the IEEE International Conference on Acoustics, 2007

MediaMill: semantic video search using the RotorBrowser.

Ork de Rooij, Cees G. M. Snoek, Marcel Worring

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Semantic Video Indexing.

Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders

Proceedings of the Multimedia Retrieval, 2007

2006

Learning rich semantics from news video archives by style analysis.

Cees Snoek, Marcel Worring, Alexander G. Hauptmann

ACM Trans. Multim. Comput. Commun. Appl., 2006

The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing.

Cees Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders

IEEE Trans. Pattern Anal. Mach. Intell., 2006

The MediaMill TRECVID 2006 Semantic Video Search Engine.

Cees G. M. Snoek, Jan C. van Gemert, Theo Gevers, Bouke Huurnink, Dennis C. Koelma, M. van Liempt, Ork de Rooij, Koen E. A. van de Sande, Frank J. Seinstra, Arnold W. M. Smeulders, Andrew H. C. Thean, Cor J. Veenman, Marcel Worring

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

MediaMill: Video Search using a Thesaurus of 500 Machine Learned Concepts.

Cees G. M. Snoek, Marcel Worring, Bouke Huurnink, Jan C. van Gemert, Koen E. A. van de Sande, Dennis C. Koelma, Ork de Rooij

Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

The mediamill large.lexicon concept suggestion engine.

Marcel Worring, Cees G. M. Snoek, Bouke Huurnink, Jan C. van Gemert, Dennis C. Koelma, Ork de Rooij

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Semantic indexing and retrieval of video.

Marcel Worring, Cees Snoek

Proceedings of the 14th ACM International Conference on Multimedia, 2006

The challenge problem for automated detection of 101 semantic concepts in multimedia.

Cees Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark Geusebroek, Arnold W. M. Smeulders

Proceedings of the 14th ACM International Conference on Multimedia, 2006

The influence of cross-validation on video classification performance.

Jan C. van Gemert, Cees Snoek, Cor J. Veenman, Arnold W. M. Smeulders

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Lexicon-based Browsers for Searching in News Video Archives.

Marcel Worring, Cees Snoek, Dennis C. Koelma, Giang P. Nguyen, Ork de Rooij

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

The Semantic Pathfinder for Generic News Video Indexing.

Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Robust Scene Categorization by Learning Image Statistics in Context.

Jan C. van Gemert, Jan-Mark Geusebroek, Cor J. Veenman, Cees G. M. Snoek, Arnold W. M. Smeulders

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Mediamill: Advanced Browsing in News Video Archives.

Marcel Worring, Cees Snoek, Ork de Rooij, Giang P. Nguyen, Richard van Balen, Dennis C. Koelma

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

Learned Lexicon-Driven Interactive Video Retrieval.

Cees Snoek, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005

Multimedia event-based video indexing using time intervals.

Cees Snoek, Marcel Worring

IEEE Trans. Multim., 2005

Multimodal Video Indexing: A Review of the State-of-the-art.

Cees Snoek, Marcel Worring

Multim. Tools Appl., 2005

The MediaMill TRECVID 2005 Semantic Video Search Engine (Draft Version).

Cees G. M. Snoek, Jan C. van Gemert, Jan-Mark Geusebroek, Bouke Huurnink, Dennis C. Koelma, Giang P. Nguyen, Ork de Rooij, Frank J. Seinstra, Arnold W. M. Smeulders, Cor J. Veenman, Marcel Worring

Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Early versus late fusion in semantic video analysis.

Cees Snoek, Marcel Worring, Arnold W. M. Smeulders

Proceedings of the 13th ACM International Conference on Multimedia, 2005

MediaMill: exploring news video archives based on learned semantics.

Cees Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark Geusebroek, Dennis C. Koelma, Giang P. Nguyen, Ork de Rooij, Frank J. Seinstra

Proceedings of the 13th ACM International Conference on Multimedia, 2005

User Transparent Parallel Processing of the 2004 NIST TRECVID Data Set.

Frank J. Seinstra, Cees Snoek, Dennis C. Koelma, Jan-Mark Geusebroek, Marcel Worring

Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

On the surplus value of semantic video analysis beyond the key frame.

Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Mediamill: Searching Multimedia Archives Based on Learned Semantics.

Cees G. M. Snoek, Dennis C. Koelma, Jeroen van Rest, Nellie Schipper, Frank J. Seinstra, Andrew H. C. Thean, Marcel Worring

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004

The MediaMill TRECVID 2004 Semantic Viedo Search Engine.

Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra

Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004

Detection of TV news monologues by style analysis.

Cees Snoek, Marcel Worring, Alexander G. Hauptmann

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Multimedia Pattern Recognition in Soccer Video Using Time Intervals.

Cees Snoek, Marcel Worring

Proceedings of the Classification, 2004

2003

Informedia at TRECVID 2003 : Analyzing and Searching Broadcast News Video.

Alexander G. Hauptmann, Robert V. Baron, Ming-Yu Chen, Michael G. Christel, Pinar Duygulu, C. Huang, Rong Jin, Wei-Hao Lin, Tobun D. Ng, Neema Moraveji, Norman Papernick, Cees G. M. Snoek, G. Tzanetakis, Jie Yang, Rong Yan, Howard D. Wactlar

Proceedings of the 2003 TREC Video Retrieval Evaluation, 2003

Time interval maximum entropy based event indexing in soccer video.

Cees G. M. Snoek, Marcel Worring

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

2002

TREC Feature Extraction by Active Learning.

Jeroen Vendrig, Ioannis Patras, Cees Snoek, Marcel Worring, Jurgen den Hartog, Stephan Raaijmakers, Jeroen van Rest, David A. van Leeuwen

Proceedings of The Eleventh Text REtrieval Conference, 2002

Interactive Indexing and Retrieval of Multimedia Content.

Marcel Worring, Andrew D. Bagdanov, Jan C. van Gemert, Jan-Mark Geusebroek, Hoang Minh, Guus Schreiber, Cees Snoek, Jeroen Vendrig, Jan Wielemaker, Arnold W. M. Smeulders

Proceedings of the SOFSEM 2002: Theory and Practice of Informatics, 2002

A review on multimodal video indexing.

Cees G. M. Snoek, Marcel Worring

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002