Cees Snoek

Orcid: 0000-0001-9092-1556

Affiliations:
  • University of Amsterdam, Informatics Institute


According to our database1, Cees Snoek authored at least 308 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Focus for Free in Density-Based Counting.
Int. J. Comput. Vis., July, 2024

MetaKernel: Learning Variational Random Features With Limited Labels.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Background no more: Action recognition across domains by causal interventions.
Comput. Vis. Image Underst., 2024

TVBench: Redesigning Video-Language Evaluation.
CoRR, 2024

SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery.
CoRR, 2024

GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features.
CoRR, 2024

An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels.
CoRR, 2024

Training-Free Semantic Segmentation via LLM-Supervision.
CoRR, 2024

R-MAE: Regions Meet Masked Autoencoders.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Graph Neural Networks for Learning Equivariant Representations of Neural Networks.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

SIGMA: Sinkhorn-Guided Masked Video Modeling.
Proceedings of the Computer Vision - ECCV 2024, 2024

Flow Matching for Conditional Text Generation in a Few Sampling Steps.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Low-Resource Vision Challenges for Foundation Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Any-Shift Prompting for Generalization Over Distributions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Latent Space Editing in Transformer-Based Flow Matching.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Attentional prototype inference for few-shot segmentation.
Pattern Recognit., October, 2023

Latent Space Editing in Transformer-Based Flow Matching.
CoRR, 2023

Motion Flow Matching for Human Motion Synthesis and Editing.
CoRR, 2023

Guided Diffusion from Self-Supervised Diffusion Features.
CoRR, 2023

Revisiting Proposal-based Object Detection.
CoRR, 2023

Unlocking Spatial Comprehension in Text-to-Image Diffusion Models.
CoRR, 2023

Data Augmentations in Deep Weight Spaces.
CoRR, 2023

SimPLR: A Simple and Plain Transformer for Object Detection and Segmentation.
CoRR, 2023

Small Visual Language Models can also be Open-Ended Few-Shot Learners.
CoRR, 2023

Learning Variational Neighbor Labels for Test-Time Domain Generalization.
CoRR, 2023

Learning Unseen Modality Interaction.
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.
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.
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.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Unlocking Slot Attention by Changing Optimal Transport Costs.
Proceedings of the International Conference on Machine Learning, 2023

MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks.
Proceedings of the International Conference on Machine Learning, 2023

Energy-Based Test Sample Adaptation for Domain Generalization.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Query by Activity Video in the Wild.
Proceedings of the IEEE International Conference on Image Processing, 2023

Memory-augmented Variational Adaptation for Online Few-shot Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-Ordering Point Clouds.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Order-preserving Consistency Regularization for Domain Adaptation and Generalization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Bayesian Prompt Learning for Image-Language Model Generalization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Detecting Objects with Context-Likelihood Graphs and Graph Refinement.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-Guided Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail.
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.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

EMO: Episodic Memory Optimization for Few-Shot Meta-Learning.
Proceedings of the Conference on Lifelong Learning Agents, 2023

2022
Diversely-Supervised Visual Product Search.
ACM Trans. Multim. Comput. Commun. Appl., 2022

On Measuring and Controlling the Spectral Bias of the Deep Image Prior.
Int. J. Comput. Vis., 2022

Detecting Objects with Graph Priors and Graph Refinement.
CoRR, 2022

Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight.
CoRR, 2022

Variational prompt tuning improves generalization of vision-language models.
CoRR, 2022

Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models.
CoRR, 2022

Association Graph Learning for Multi-Task Classification with Category Shifts.
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.
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.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Pruning Edges and Gradients to Learn Hypergraphs From Larger Sets.
Proceedings of the Learning on Graphs Conference, 2022

Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning to Generalize across Domains on Single Test Samples.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Hierarchical Variational Memory for Few-shot Learning Across Domains.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Less Than Few: Self-shot Video Instance Segmentation.
Proceedings of the Computer Vision - ECCV 2022, 2022

How Severe Is Benchmark-Sensitivity in Video Self-supervised Learning?
Proceedings of the Computer Vision - ECCV 2022, 2022

TubeR: Tubelet Transformer for Video Action Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Audio-Adaptive Activity Recognition Across Video Domains.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

BoxeR: Box-Attention for 2D and 3D Transformers.
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.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Unsharp Mask Guided Filtering.
IEEE Trans. Image Process., 2021

Object Priors for Classifying and Localizing Unseen Actions.
Int. J. Comput. Vis., 2021

Generative Kernel Continual learning.
CoRR, 2021

Recurrently Predicting Hypergraphs.
CoRR, 2021

Attentional Prototype Inference for Few-Shot Semantic Segmentation.
CoRR, 2021

TubeR: Tube-Transformer for Action Detection.
CoRR, 2021

Variational Prototype Inference for Few-Shot Semantic Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Skeleton-Contrastive 3D Action Representation Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Frequency-Supervised MR-to-CT Image Synthesis.
Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

A Bit More Bayesian: Domain-Invariant Learning with Uncertainty.
Proceedings of the 38th International Conference on Machine Learning, 2021

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

LiftPool: Bidirectional ConvNet Pooling.
Proceedings of the 9th International Conference on Learning Representations, 2021

Set Prediction without Imposing Structure as Conditional Density Estimation.
Proceedings of the 9th International Conference on Learning Representations, 2021

MetaNorm: Learning to Normalize Few-Shot Batches Across Domains.
Proceedings of the 9th International Conference on Learning Representations, 2021

Motion-Augmented Self-Training for Video Recognition at Smaller Scale.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Social Fabric: Tubelet Compositions for Video Relation Detection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Safe Fakes: Evaluating Face Anonymizers for Face Detectors.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Repetitive Activity Counting by Sight and Sound.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Few-Shot Transformation of Common Actions Into Time and Space.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Diagnosing Errors in Video Relation Detectors.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation.
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.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Guest Editorial Multimedia Computing With Interpretable Machine Learning.
IEEE Trans. Multim., 2020

Pixelated Semantic Colorization.
Int. J. Comput. Vis., 2020

Open cross-domain visual search.
Comput. Vis. Image Underst., 2020

Guess where? Actor-supervision for spatiotemporal action localization.
Comput. Vis. Image Underst., 2020

Learning to Learn Variational Semantic Memory.
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.
Proceedings of the HuMA'20: Proceedings of the 1st International Workshop on Human-centric Multimedia Analysis, 2020

Interactivity Proposals for Surveillance Videos.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Feature-Supervised Action Modality Transfer.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Quasibinary Classifier for Images with Zero and Multiple Labels.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning to Learn Kernels with Variational Random Features.
Proceedings of the 37th International Conference on Machine Learning, 2020

Localizing the Common Action Among a Few Videos.
Proceedings of the Computer Vision - ECCV 2020, 2020

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning to Learn with Variational Information Bottleneck for Domain Generalization.
Proceedings of the Computer Vision - ECCV 2020, 2020

PointMixup: Augmentation for Point Clouds.
Proceedings of the Computer Vision - ECCV 2020, 2020

Cloth in the Wind: A Case Study of Physical Measurement Through Simulation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Searching for Actions on the Hyperbole.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ActionBytes: Learning From Trimmed Videos to Localize Actions.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Actor-Transformers for Group Activity Recognition.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Bias-Awareness for Zero-Shot Learning the Seen and Unseen.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval.
IEEE Trans. Multim., 2019

Repetition Estimation.
Int. J. Comput. Vis., 2019

Pointly-Supervised Action Localization.
Int. J. Comput. Vis., 2019

Go with the Flow: Perception-refined Physics Simulation.
CoRR, 2019

Cooperative Embeddings for Instance, Attribute and Category Retrieval.
CoRR, 2019

Anomaly Locality in Video Surveillance.
CoRR, 2019

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

Counting With Focus for Free.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

SILCO: Show a Few Images, Localize the Common Object.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Dance With Flow: Two-In-One Stream Action Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on N-Spheres.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Visual Content Analysis.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Predicting Visual Features From Text for Image and Video Caption Retrieval.
IEEE Trans. Multim., 2018

Deep Learning for Visual Understanding: Part 2 [From the Guest Editors].
IEEE Signal Process. Mag., 2018

VideoLSTM convolves, attends and flows for action recognition.
Comput. Vis. Image Underst., 2018

The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary.
CoRR, 2018

Spatio-Temporal Instance Learning: Action Tubes from Class Supervision.
CoRR, 2018

Searching and Matching Texture-free 3D Shapes in Images.
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.
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.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Actor and Action Video Segmentation From a Sentence.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Pixel-level Semantics Guided Image Colorization.
Proceedings of the British Machine Vision Conference 2018, 2018

Video Time: Properties, Encoders and Evaluation.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Guest Editorial: Large-Scale Multimedia Data Retrieval, Classification, and Understanding.
IEEE Trans. Multim., 2017

Deep Learning for Visual Understanding [From the Guest Editors].
IEEE Signal Process. Mag., 2017

Video2vec Embeddings Recognize Events When Examples Are Scarce.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Tubelets: Unsupervised Action Proposals from Spatiotemporal Super-Voxels.
Int. J. Comput. Vis., 2017

ActivityNet Challenge 2017 Summary.
CoRR, 2017

University of Amsterdam and Renmin University at TRECVID 2017: Searching Video, Detecting Events and Describing Video.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Future-Supervised Retrieval of Unseen Queries for Live Video.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Music-Guided Video Summarization using Quadratic Assignments.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Video Indexing, Search, Detection, and Description with Focus on TRECVID.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Tracking by Natural Language Specification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Localizing Actions from Video Labels and Pseudo-Annotations.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
TagBook: A Semantic Video Representation Without Supervision for Event Detection.
IEEE Trans. Multim., 2016

Recent advances in social multimedia big data mining and applications.
Multim. Syst., 2016

Special issue on weakly supervised learning.
J. Vis. Commun. Image Represent., 2016

No spare parts: Sharing part detectors for image categorization.
Comput. Vis. Image Underst., 2016

Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement, and Retrieval.
ACM Comput. Surv., 2016

VideoLSTM Convolves, Attends and Flows for Action Recognition.
CoRR, 2016

Searching Scenes by Abstracting Things.
CoRR, 2016

Word2VisualVec: Cross-Media Retrieval by Visual Feature Prediction.
CoRR, 2016

A Medium-Scale Distributed System for Computer Science Research: Infrastructure for the Long Term.
Computer, 2016

Tag-based video retrieval by embedding semantic content in a continuous word space.
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.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Exploring the Long Tail of Social Media Tags.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Early Embedding and Late Reranking for Video Captioning.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Pooling Objects for Recognizing Scenes without Examples.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Segment-based models for event detection and recounting.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Spot On: Action Localization from Pointly-Supervised Proposals.
Proceedings of the Computer Vision - ECCV 2016, 2016

Online Action Detection.
Proceedings of the Computer Vision - ECCV 2016, 2016

Video Stream Retrieval of Unseen Queries using Semantic Memory.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Best practices for learning video concept detectors from social media examples.
Multim. Tools Appl., 2015

Guest editorial: selected papers from ICIMCS 2013.
Multim. Syst., 2015

Local Alignments for Fine-Grained Categorization.
Int. J. Comput. Vis., 2015

VideoStory Embeddings Recognize Events when Examples are Scarce.
CoRR, 2015

Qualcomm Research and University of Amsterdam at TRECVID 2015: Recognizing Concepts, Objects, and Events in Video.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Image Tag Assignment, Refinement and Retrieval.
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.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Query-by-Emoji Video Search.
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.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Encoding Concept Prototypes for Video Event Detection and Summarization.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Discovering Semantic Vocabularies for Cross-Media Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Latent Factors of Visual Popularity Prediction.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Objects2action: Classifying and Localizing Actions without Any Video Example.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

What do 15, 000 object categories tell us about classifying and localizing actions?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Event Fisher Vectors: Robust Encoding Visual Diversity of Visual Streams.
Proceedings of the British Machine Vision Conference 2015, 2015

APT: Action localization proposals from dense trajectories.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Evaluating Multimedia Features and Fusion for Example-Based Event Detection.
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Video Retrieval.
Computer Vision, A Reference Guide, 2014

Conceptlets: Selective Semantics for Classifying Video Events.
IEEE Trans. Multim., 2014

Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval.
IEEE Trans. Multim., 2014

Evaluating multimedia features and fusion for example-based event detection.
Mach. Vis. Appl., 2014

Content is Dead ... Long Live Content: The New Age of Multimedia-Hard Problems.
IEEE Multim., 2014

Special section on learning from multiple evidences for large scale multimedia analysis.
Comput. Vis. Image Underst., 2014

Recommendations for recognizing video events by concept vocabularies.
Comput. Vis. Image Underst., 2014

MediaMill at TRECVID 2014: Searching Concepts, Objects, Instances and Events in Video.
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014


VideoStory: A New Multimedia Embedding for Few-Example Recognition and Translation of Events.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

ISOMER: Informative Segment Observations for Multimedia Event Recounting.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Few-Example Video Event Retrieval using Tag Propagation.
Proceedings of the International Conference on Multimedia Retrieval, 2014

SocialZap: Catch-up on Interesting Television Fragments Discovered from Social Media.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Stop-Frame Removal Improves Web Video Classification.
Proceedings of the International Conference on Multimedia Retrieval, 2014

On-the-Fly Video Event Search by Semantic Signatures.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Composite Concept Discovery for Zero-Shot Video Event Detection.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Late fusion and calibration for multimedia event detection using few examples.
Proceedings of the IEEE International Conference on Acoustics, 2014

Attributes Make Sense on Segmented Objects.
Proceedings of the Computer Vision - ECCV 2014, 2014

Locality in Generic Instance Search from One Example.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Fisher and VLAD with FLAIR.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

COSTA: Co-Occurrence Statistics for Zero-Shot Classification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Action Localization with Tubelets from Motion.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Bootstrapping Visual Categorization With Relevant Negatives.
IEEE Trans. Multim., 2013

The MediaMill at TRECVID 2013: : Searching concepts, Objects, Instances and events in video.
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013


Querying for video events by semantic signatures from few examples.
Proceedings of the ACM Multimedia Conference, 2013

Classifying tag relevance with relevant positive and negative examples.
Proceedings of the ACM Multimedia Conference, 2013

Video2Sentence and vice versa.
Proceedings of the ACM Multimedia Conference, 2013

Searching informative concept banks for video event detection.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Recommendations for video event recognition using concept vocabularies.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Codemaps - Segment, Classify and Search Objects Locally.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Fine-Grained Categorization by Alignments.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Can object detectors aid internet video event retrieval?
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

Evaluating sources and strategies for learning video concepts from social media.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2012
Harvesting Social Images for Bi-Concept Search.
IEEE Trans. Multim., 2012

Content-Based Analysis Improves Audiovisual Archive Retrieval.
IEEE Trans. Multim., 2012

Visual synonyms for landmark image retrieval.
Comput. Vis. Image Underst., 2012

The MediaMill TRECVID 2012 Semantic Video Search Engine.
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012


Content is dead: long-live content!
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

International workshop on socially-aware multimedia (SAM'12).
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

All vehicles are cars: subclass preferences in container concepts.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Fusing concept detection and geo context for visual search.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Convex reduction of high-dimensional kernels for visual classification.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Empowering Visual Categorization With the GPU.
IEEE Trans. Multim., 2011

Adding semantics to image-region annotations with the Name-It-Game.
Multim. Syst., 2011

Academia Meets Industry at the Multimedia Grand Challenge.
IEEE Multim., 2011

The MediaMill TRECVID 2011 Semantic Video Search Engine.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011


Size Matters! How Thumbnail Number, Size, and Motion Influence Mobile Video Retrieval.
Proceedings of the Advances in Multimedia Modeling, 2011

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

Personalizing automated image annotation using cross-entropy.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Crowdsourcing visual detectors for video search.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Social negative bootstrapping for visual categorization.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

The University of Amsterdam's Concept Detection System at ImageCLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
Tenth international workshop on multimedia data mining.
SIGKDD Explor., 2010

Evaluating Color Descriptors for Object and Scene Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Everyday concept detection in visual lifelogs: validation, relationships and trends.
Multim. Tools Appl., 2010

Comparing compact codebooks for visual categorization.
Comput. Vis. Image Underst., 2010

Visual-Concept Search Solved?.
Computer, 2010

The MediaMill TRECVID 2010 Semantic Video Search Engine.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Video search engines: advances in multimedia retrieval, part ii [1].
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Crowdsourcing rock n' roll multimedia retrieval.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

The mediamill search engine video.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Keep moving!: revisiting thumbnails for mobile video retrieval.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Landmark image retrieval using visual synonyms.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Accelerating Visual Categorization with the GPU.
Proceedings of the Trends and Topics in Computer Vision, 2010

Unsupervised multi-feature tag relevance learning for social image retrieval.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Today's and tomorrow's retrieval practice in the audiovisual archive.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

2009
Visual Content Analysis.
Proceedings of the Encyclopedia of Database Systems, 2009

Learning Social Tag Relevance by Neighbor Voting.
IEEE Trans. Multim., 2009

Concept-Based Video Retrieval.
Found. Trends Inf. Retr., 2009


Visual categorization with negative examples for free.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Can social tagged images aid concept-based video search?
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Annotating images by harnessing worldwide user-tagged photos.
Proceedings of the IEEE International Conference on Acoustics, 2009

MediaMill: guiding the user to results using the ForkBrowser.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
VideOlympics: Real-Time Evaluation of Multimedia Retrieval Systems.
IEEE Multim., 2008


Validating the Detection of Everyday Concepts in Visual Lifelogs.
Proceedings of the Semantic Multimedia, 2008

Learning tag relevance by neighbor voting for social image retrieval.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Analyzing video concept detectors visually.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Evaluation of color descriptors for object and scene recognition.
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.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

MediaMill: fast and effective video search using the forkbrowser.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Balancing thread based navigation for targeted video search.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Color Descriptors for Object Category Recognition.
Proceedings of the 4th European Conference on Colour in Graphics, 2008

2007
A Learned Lexicon-Driven Paradigm for Interactive Video Retrieval.
IEEE Trans. Multim., 2007

Adding Semantics to Detectors for Video Retrieval.
IEEE Trans. Multim., 2007

High-Performance Distributed Video Content Analysis with Parallel-Horus.
IEEE Multim., 2007

The MediaMill TRECVID 2007 Semantic Video Search Engine.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Query on demand video browsing.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

The Role of Visual Content and Style for Concert Video Indexing.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Are Concept Detector Lexicons Effective for Video Search?
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

MediaMill: Video Query on Demand using the Rotorbrowser.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

The Mediamill Semantic Video Search Engine.
Proceedings of the IEEE International Conference on Acoustics, 2007

MediaMill: semantic video search using the RotorBrowser.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Semantic Video Indexing.
Proceedings of the Multimedia Retrieval, 2007

2006
Learning rich semantics from news video archives by style analysis.
ACM Trans. Multim. Comput. Commun. Appl., 2006

The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

The MediaMill TRECVID 2006 Semantic Video Search Engine.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

MediaMill: Video Search using a Thesaurus of 500 Machine Learned Concepts.
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.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Semantic indexing and retrieval of video.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

The challenge problem for automated detection of 101 semantic concepts in multimedia.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

The influence of cross-validation on video classification performance.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Lexicon-based Browsers for Searching in News Video Archives.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

The Semantic Pathfinder for Generic News Video Indexing.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Robust Scene Categorization by Learning Image Statistics in Context.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Mediamill: Advanced Browsing in News Video Archives.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

Learned Lexicon-Driven Interactive Video Retrieval.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Multimedia event-based video indexing using time intervals.
IEEE Trans. Multim., 2005

Multimodal Video Indexing: A Review of the State-of-the-art.
Multim. Tools Appl., 2005

The MediaMill TRECVID 2005 Semantic Video Search Engine (Draft Version).
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Early versus late fusion in semantic video analysis.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

MediaMill: exploring news video archives based on learned semantics.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

User Transparent Parallel Processing of the 2004 NIST TRECVID Data Set.
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.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Mediamill: Searching Multimedia Archives Based on Learned Semantics.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004
The MediaMill TRECVID 2004 Semantic Viedo Search Engine.
Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004

Detection of TV news monologues by style analysis.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Multimedia Pattern Recognition in Soccer Video Using Time Intervals.
Proceedings of the Classification, 2004

2003
Informedia at TRECVID 2003 : Analyzing and Searching Broadcast News Video.
Proceedings of the 2003 TREC Video Retrieval Evaluation, 2003

Time interval maximum entropy based event indexing in soccer video.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

2002
TREC Feature Extraction by Active Learning.
Proceedings of The Eleventh Text REtrieval Conference, 2002

Interactive Indexing and Retrieval of Multimedia Content.
Proceedings of the SOFSEM 2002: Theory and Practice of Informatics, 2002

A review on multimodal video indexing.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002


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