| 2019 | |
| | New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval In IEEE Transactions on Multimedia 2019. [bibtex] [url] |
| | 3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation In International Conference on 3D Vision 2019. [bibtex] [url] |
| | Interactive Exploration of Journalistic Video Footage through Multimodal Semantic Matching In ACM International Conference on Multimedia 2019. [bibtex] [url] |
| 2018 | |
| Deep Nearest Class Mean Classifiers In International Conference on Learning Representations Workshops 2018. [bibtex] [url] | |
| Three for one and one for three: Flow, Segmentation, and Surface Normals In British Machine Vision Conference 2018. [bibtex] [url] | |
| 2017 | |
| | Video2vec Embeddings Recognize Events when Examples are Scarce In IEEE Transactions on Pattern Analysis and Machine Intelligence 2017. [bibtex] [pdf] [url] |
| Music-Guided Video Summarization using Quadratic Assignments In ACM International Conference on Multimedia Retrieval 2017. [bibtex] [pdf] [url] | |
| 2016 | |
| Video Stream Retrieval of Unseen Queries using Semantic Memory In British Machine Vision Conference 2016. [bibtex] [pdf] [url] | |
| Pooling Objects for Recognizing Scenes without Examples In ACM International Conference on Multimedia Retrieval 2016. [bibtex] [pdf] [url] | |
| 2015 | |
| | Image2Emoji: Zero-shot Emoji Prediction for Visual Media In ACM International Conference on Multimedia 2015. [bibtex] [pdf] [url] |
| | Query-by-Emoji Video Search In ACM International Conference on Multimedia 2015. [bibtex] [pdf] [url] |
| | Latent Factors of Visual Popularity Prediction In ACM International Conference on Multimedia Retrieval 2015. [bibtex] [pdf] [url] |
| | Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks In IEEE International Conference on Computer Vision 2015. [bibtex] [pdf] [url] |
| | Discovering Semantic Vocabularies for Cross-Media Retrieval In ACM International Conference on Multimedia Retrieval 2015. [bibtex] [pdf] [url] |
| | Objects2action: Classifying and localizing actions without any video example In IEEE International Conference on Computer Vision 2015. [bibtex] [pdf] [url] |
| | Bag-of-Fragments: Selecting and encoding video fragments for event detection and recounting In ACM International Conference on Multimedia Retrieval 2015. [bibtex] [pdf] [url] |
| | Event Fisher Vectors: Robust Encoding Visual Diversity of Visual Streams In British Machine Vision Conference 2015. [bibtex] [pdf] [url] |
| 2014 | |
| | Robustifying Descriptor Instability using Fisher Vectors In IEEE Transactions on Image Processing 2014. [bibtex] [pdf] [url] |
| | VideoStory: A New Multimedia Embedding for Few-Example Recognition and Translation of Events In ACM International Conference on Multimedia 2014. [bibtex] [pdf] [url] |
| | Composite Concept Discovery for Zero-Shot Video Event Detection In ACM International Conference on Multimedia Retrieval 2014. [bibtex] [pdf] [url] |
| | Attributes Make Sense on Segmented Objects In European Conference on Computer Vision 2014. [bibtex] [pdf] [url] |
| | COSTA: Co-Occurrence Statistics for Zero-Shot Classification In IEEE Conference on Computer Vision and Pattern Recognition 2014. [bibtex] [pdf] [url] |
| | The Rijksmuseum Challenge: Museum-Centered Visual Recognition In ACM International Conference on Multimedia Retrieval 2014. [bibtex] [pdf] [url] |
| MediaMill at TRECVID 2014: Searching Concepts, Objects, Instances and Events in Video In TRECVID Workshop 2014. [bibtex] [pdf] [url] | |
| 2013 | |
| | Large Scale Metric Learning for Distance-Based Image Classification on Open Ended Data Sets Chapter in Advanced Topics in Computer Vision Springer 2013. [bibtex] [pdf] [url] |
| | Distance-Based Image Classification: Generalizing to New Classes at Near Zero Cost In IEEE Transactions on Pattern Analysis and Machine Intelligence 2013. [bibtex] [pdf] [url] |
| | Image Classification with the Fisher Vector: Theory and Practice In International Journal of Computer Vision 2013. [bibtex] [pdf] [url] |