Naila Murray

Most-cited papers

AVA: A large-scale database for aesthetic visual analysis
Naila Murray, L. Marchesotti, F. Perronnin
20122012 IEEE Conference on Computer Vision and Pattern Recognition1,139 citations
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Virtual KITTI 2
Yohann Cabon, Naila Murray, M. Humenberger
2020arXiv.org543 citations
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Saliency estimation using a non-parametric low-level vision model
Naila Murray, M. Vanrell, X. Otazu, C. Párraga
2011Computer Vision and Pattern Recognition373 citations Open access
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Generalized Max Pooling
Naila Murray, F. Perronnin
20142014 IEEE Conference on Computer Vision and Pattern Recognition235 citations Open access
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End-to-End Saliency Mapping via Probability Distribution Prediction
Saumya Jetley, Naila Murray, Eleonora Vig
2016Computer Vision and Pattern Recognition154 citations
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Revisiting the Fisher vector for fine-grained classification
P. Gosselin, Naila Murray, H. Jégou, F. Perronnin
2014Pattern Recognition Letters136 citations
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Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation
M. Sarfraz, Naila Murray, Vivek Sharma, Ali Diba +2 more
2021Computer Vision and Pattern Recognition112 citations Open access
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Re-ID done right: towards good practices for person re-identification
Jon Almazán, B. Gajic, Naila Murray, Diane Larlus
2018arXiv.org110 citations
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Discovering Beautiful Attributes for Aesthetic Image Analysis
L. Marchesotti, Naila Murray, F. Perronnin
2014International Journal of Computer Vision96 citations
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Kernelized Few-shot Object Detection with Efficient Integral Aggregation
Shan Zhang, Lei Wang, Naila Murray, Piotr Koniusz
2022Computer Vision and Pattern Recognition68 citations
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A deep architecture for unified aesthetic prediction
Naila Murray, A. Gordo
2017arXiv.org49 citations
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Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation
Dahyun Kang, Piotr Koniusz, Minsu Cho, Naila Murray
2023Computer Vision and Pattern Recognition45 citations Open access
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Beyond Language Modeling: An Exploration of Multimodal Pretraining
Shengbang Tong, David Fan, John Nguyen, Ellis Brown +17 more
2026arXiv.org38 citations
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Interferences in Match Kernels
Naila Murray, H. Jégou, F. Perronnin, Andrew Zisserman
2016IEEE Transactions on Pattern Analysis and Machine Intelligence31 citations Open access
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Toward automatic and flexible concept transfer
Naila Murray, Sandra Skaff, L. Marchesotti, F. Perronnin
2012Computers & graphics24 citations
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Low-Level Spatiochromatic Grouping for Saliency Estimation
Naila Murray, M. Vanrell, X. Otazu, C. Párraga
2013IEEE Transactions on Pattern Analysis and Machine Intelligence23 citations Open access
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Dungeons and Data: A Large-Scale NetHack Dataset
Eric Hambro, R. Raileanu, Dan Rothermel, Vegard Mella +3 more
2022Neural Information Processing Systems22 citations Open access
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Time-rEversed DiffusioN tEnsor Transformer: A New TENET of Few-Shot Object Detection
Shan Zhang, Naila Murray, Lei Wang, Piotr Koniusz
2022European Conference on Computer Vision22 citations Open access
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A Detect-Then-Retrieve Model for Multi-Domain Fashion Item Retrieval
Michal Kucer, Naila Murray
20192019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)22 citations
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LEWIS: Latent Embeddings for Word Images and Their Semantics
A. Gordo, Jon Almazán, Naila Murray, Florent Perronin
2015IEEE International Conference on Computer Vision22 citations
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Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models
César Roberto De Souza, Adrien Gaidon, Yohann Cabon, Naila Murray +1 more
2019International Journal of Computer Vision19 citations Open access
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Learning to rank images using semantic and aesthetic labels
Naila Murray, L. Marchesotti, F. Perronnin
2012British Machine Vision Conference18 citations
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Towards automatic concept transfer
Naila Murray, Sandra Skaff, L. Marchesotti, F. Perronnin
2011International Symposium on Non-Photorealistic Animation and Rendering18 citations Open access
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Unsupervised Meta-Domain Adaptation for Fashion Retrieval
Vivek Sharma, Naila Murray, Diane Larlus, M. Sarfraz +2 more
2021IEEE Workshop/Winter Conference on Applications of Computer Vision12 citations
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PFAGAN: An Aesthetics-Conditional GAN for Generating Photographic Fine Art
Naila Murray
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)12 citations
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Inria+Xerox@FGcomp: Boosting the Fisher vector for fine-grained classification
P. Gosselin, Naila Murray, H. Jégou, F. Perronnin
20136 citations
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Perception Based Representations for Computational Colour
M. Vanrell, Naila Murray, Robert Benavente, C. Párraga +2 more
2011Computational Color Imaging Workshop2 citations Open access
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Predicting Saliency and Aesthetics in Images: A Bottom-up Perspective
Naila Murray
20121 citations
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Model Casting and Low-Parameter Gating: Towards More Sparsely Activated FFNs
Maria Lomeli, Antoine Groudiev, Matthijs Douze, Loïc Cabannes +6 more
20260 citations
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Discovering Beautiful Attributes for Aesthetic Image Analysis
L. Marchesotti, Naila Murray, F. Perronnin
2014International Journal of Computer Vision0 citations
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Què atrau la nostra atenció visual
Naila Murray
2013Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)0 citations Open access
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