| 2023 | CVPR | Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation. | Dahyun Kang, Piotr Koniusz, Minsu Cho, Naila Murray |
| 2022 | CVPR | Kernelized Few-shot Object Detection with Efficient Integral Aggregation. | Shan Zhang, Lei Wang, Naila Murray, Piotr Koniusz |
| 2022 | ECCV | Time-rEversed DiffusioN tEnsor Transformer: A New TENET of Few-Shot Object Detection. | Shan Zhang, Naila Murray, Lei Wang, Piotr Koniusz |
| 2021 | CVPR | Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation. | M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen |
| 2021 | WACV | Unsupervised Meta-Domain Adaptation for Fashion Retrieval. | Vivek Sharma, Naila Murray, Diane Larlus, M. Saquib Sarfraz, Rainer Stiefelhagen, Gabriela Csurka |
| 2019 | CVPR | A Detect-Then-Retrieve Model for Multi-Domain Fashion Item Retrieval. | Michal Kucer, Naila Murray |
| 2016 | CVPR | End-to-End Saliency Mapping via Probability Distribution Prediction. | Saumya Jetley, Naila Murray, Eleonora Vig |
| 2015 | ICCV | LEWIS: Latent Embeddings for Word Images and Their Semantics. | Albert Gordo, Jon Almazn, Naila Murray, Florent Perronnin |
| 2014 | CVPR | Generalized Max Pooling. | Naila Murray, Florent Perronnin |
| 2012 | BMVC | Learning to rank images using semantic and aesthetic labels. | Naila Murray, Luca Marchesotti, Florent Perronnin |
| 2012 | CVPR | AVA: A large-scale database for aesthetic visual analysis. | Naila Murray, Luca Marchesotti, Florent Perronnin |
| 2011 | CVPR | Saliency estimation using a non-parametric low-level vision model. | Naila Murray, Mara Vanrell, Xavier Otazu, C. Alejandro Prraga |