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- Concept generalization in visual representation learning
Published on arXiv.org,10 September, 2021
- Learning in a changing environment: memory strategies for streaming learning under distributional shifts.
Findings of the Workshop on Continual Learning in Computer Vision (CLVISION) at the Conference on Computer Vision and Pattern Recognition (CVPR), virtual event, 25 June 2021
- Probabilistic embeddings for cross-modal retrieval
Computer Vision and Pattern Recognition (CVPR 2021), virtual event, 16-25 June, 2021
- Continual adaptation of visual representations via domain randomization and meta-learning
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 4443-4453.
- StacMR: Scene-text aware cross-modal retrieval
Winter Conference on Applications of Computer Vision (WACV), virtual event, 5-9 January, 2021
- Unsupervised meta-domain adaptation for fashion retrieval
Winter Conference on Applications of Computer Vision (WACV), virtual event, 5-9 January, 2021
- Hard negative mixing for contrastive learning
Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), virtual-only conference, 6-12 December, 2020
- Learning visual representations with caption annotations
European Conference on Computer Vision (ECCV), Glasgow, UK (virtual event), 23-28 August, 2020
- Fine-grained action retrieval through multiple parts-of-speech embeddings
International Conference on Computer Vision (ICCV), Seoul, South Korea, 27 October-2 November, 2019
- A detect-then-retrieve model for multi-domain fashion item retrieval
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Long Beach, USA, 16-21 June, 2019
- Capturing the geometry of object categories from video supervision
Pattern Analysis and Machine Intelligence, September 2018
- Semi-convolutional operators for instance segmentation
European Conference on Computer Vision (ECCV), Munich, Germany, 8-14 September, 2018
- Self-supervised learning of geometrically stable features through probabilistic introspection
Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA, 18-22 June, 2018
- Re-ID done right: towards good practices for person re-identification
Published on arXiv.org
- End-to-End Learning of Deep Visual Representations for Image Retrieval
International Journal of Computer Vision (IJCV), 124 (2), pp. 237-254
- Learning 3D object categories by looking around them
International Conference on Computer Vision (ICCV ), Venice, Italy, 22-29 October, 2017
- Learning 3D Object Categories by Looking Around Them
arXiv:1705.03951v2
- AnchorNet: A Weakly Supervised Network to Learn Geometry-sensitive Features For Semantic Matching
CVPR 17, Honolulu, US, 22-25 July, 2017
- Beyond Instance-Level Image Retrieval : Leveraging Human Captions to Learn Representations for Semantic Visual Search
CVPR 17, Honolulu, US, 22-25 July, 2017
- Learning the Semantic Structure of Objects from Web Supervision
ECCV Workshops, Amsterdam, The Netherlands, October 11-14, 2016.
- I Have Seen Enough: Transferring Parts Across Categories
BMVC, York, UK, 19-22 September, 2016.
- Deep Image Retrieval: Learning Global Representations for Image Search
ECCV, Amsterdam, The Netherlands, October 11-14, 2016.
- Data-Driven Detection of Prominent Objects
Published on IEEE Transactions on Pattern Analysis and Machine Intelligence.
- Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture
CVPR, Boston, USA, 7-12 June, 2015
- Generating Gold Questions for Difficult Visual Recognition Tasks
Workshop on Computer Vision and Human Computation at the CVPR Conference in Columbus, Ohio, June 23-28, 2014.
- Predicting an Object Location using a Global Image Representation
ICCV 2013, Sydney, Australia, December 3-6, 2013
- What is a Good Evaluation Measure for Semantic Segmentation?
24th British Machine Vision Conference (BMVC), University of Bristol, 9 - 13 Sept 2013.
- On the use of Regions for Semantic Image Segmentation
The 8th Indian Conference on Vision, Graphics and Image Processing, Bombay, India, December 16-19, 2012.
- Semantic Image Segmentation Using Visible and Near-Infrared Channels
4th Workshop on Color and Photometry in Computer Vision at ECCV12, Florence, Italy, October 7-13, 2012.
- Evaluation Automatique de la Qualité Esthétique des Photographies à l’aide de Descripteurs d’Image Génériques
Conférence Reconnaissance des Formes et Intelligence Artificielle, Lyon, France, January 24-27, 2012.
- Combining Visible and Near Infrared Cues for image Categorisation
BMVC, Dundee, UK, August 29- September 2, 2011.
- Assessing the Aesthetic Quality of Photographs using Generic Image Descriptors
ICCV, Barcelona, Spain, 6-13 November, 2011.
- Weakly Supervised Recognition of Daily Life Activities with Wearable Sensors
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
