@inbook{Fernando2017book,
pages = {81--94},
title = {Unsupervised Domain Adaptation Based on Subspace Alignment},
publisher = {Springer International Publishing},
year = {2017},
author = {Fernando, Basura and Aljundi, Rahaf and Emonet, R{\'e}mi and Habrard, Amaury and Sebban, Marc and Tuytelaars, Tinne},
editor = {Csurka, Gabriela},
address = {Cham},
isbn = {978-3-319-58347-1},
booktitle = {Domain Adaptation in Computer Vision Applications},
doi = {10.1007/978-3-319-58347-1_4}
}
@article{burton2024activation,
title = {Activation Control of Vision Models for Sustainable AI Systems},
author = {Burton-Barr, Jonathan and Fernando, Basura and Rajan, Deepu},
journal = {IEEE Transactions on Artificial Intelligence},
year = {2024},
publisher = {IEEE},
url = {https://basurafernando.github.io/papers/2024_IEEEAI.pdf}
}
@article{Nguyen2022,
author = {Nguyen, Thanh-Son and Fernando, Basura},
journal = {IEEE Transactions on Image Processing},
title = {Effective Multimodal Encoding for Image Paragraph Captioning},
year = {2022},
pages = {6381--6395},
volume = {31},
publisher = {IEEE},
url = {https://basurafernando.github.io/papers/2022tip.pdf}
}
@article{ng2021weakly,
author = {Ng, Yan Bin and Fernando, Basura},
journal = {Computer Vision and Image Understanding},
title = {Weakly supervised action segmentation with effective use of attention and self-attention},
year = {2021},
pages = {103298},
volume = {213},
publisher = {Elsevier},
url = {https://www.sciencedirect.com/science/article/abs/pii/S1077314221001429}
}
@article{roy2021action,
author = {Roy, Debaditya and Fernando, Basura},
journal = {IEEE Transactions on Image Processing},
title = {Action Anticipation Using Pairwise Human-Object Interactions and Transformers},
year = {2021},
pages = {8116--8129},
volume = {30},
publisher = {IEEE},
url = {https://ieeexplore.ieee.org/abstract/document/9546623}
}
@article{Ng2020,
author = {Ng, Yan Bin and Fernando, Basura},
title = {Forecasting future action sequences with attention: a new approach to weakly supervised action forecasting},
journal = {IEEE Transactions on Image Processing 2020},
year = {2020},
issn = {1941-0042},
doi = {10.1109/TIP.2020.3021497},
url = {https://basurafernando.github.io/papers/TIP2020.pdf}
}
@article{Yu2019a,
author = {Yu, Xin and Porikli, Fatih and Fernando, Basura and Hartley, Richard},
title = {Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks},
journal = {International Journal of Computer Vision},
year = {2019},
issn = {1573-1405},
doi = {10.1007/s11263-019-01254-5},
url = {https://doi.org/10.1007/s11263-019-01254-5}
}
@article{Herath2019,
author = {Samitha Herath and Basura Fernando and Mehrtash Harandi},
title = {Using Temporal Information for Recognizing Actions from Still Images},
journal = {Pattern Recognition},
year = {2019},
volume = {0},
number = {0},
pages = {1-20},
doi = {j.patcog.2019.106989},
url = {https://basurafernando.github.io/papers/PR19.pdf}
}
@article{Yu2019,
author = {Yu, Xin and Fernando, Basura and Hartley, Richard and Porikli, Fatih},
title = {Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes},
journal = {IEEE transactions on pattern analysis and machine intelligence},
year = {2019},
publisher = {IEEE},
url = {https://ieeexplore.ieee.org/abstract/document/8713923}
}
@article{SantaCruz2018,
author = {R. {Santa Cruz} and B. {Fernando} and A. {Cherian} and S. {Gould}},
title = {Visual Permutation Learning},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
year = {2019},
pages = {1-1},
issn = {0162-8828},
doi = {10.1109/TPAMI.2018.2873701}
}
@article{Saha2018,
author = {Saha, Sajib Kumar and Basura Fernando and Jorge Cuadros and Di Xiao and Yogesan Kanagasingam},
title = {Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine},
journal = {Journal of Digital Imaging},
year = {2018},
volume = {31},
number = {6},
pages = {869--878},
publisher = {Springer International Publishing},
url = {https://link.springer.com/article/10.1007/s10278-018-0084-9}
}
@article{Bilen2017,
author = {Hakan Bilen and Basura Fernando and Efstratios Gavves and Andrea Vedaldi},
title = {Action Recognition with Dynamic Image Networks},
journal = {IEEE transactions on pattern analysis and machine intelligence},
year = {2017},
bibsource = {dblp computer science bibliography, http://dblp.org},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/BilenFGV16},
url = {http://arxiv.org/abs/1612.00738}
}
@article{Fernando2017ijcv,
author = {Basura Fernando and Stephen Gould},
title = {Discriminatively Learned Hierarchical Rank Pooling Networks},
journal = {International Journal of Computer Vision},
year = {2017},
volume = {0},
number = {0},
pages = {1-22},
url = {https://arxiv.org/abs/1705.10420}
}
@article{fernando2017rank,
author = {Fernando, Basura and Gavves, Efstratios and Oramas, Jos{\'e} and Ghodrati, Amir and Tuytelaars, Tinne},
title = {Rank pooling for action recognition},
journal = {IEEE transactions on pattern analysis and machine intelligence},
year = {2017},
volume = {39},
number = {4},
pages = {773--787},
publisher = {IEEE},
url = {http://dl.acm.org/citation.cfm?id=3069241}
}
@article{Fernando2015,
author = {Fernando, Basura and Tommasi, Tatiana and Tuytelaars, Tinne},
title = {Location recognition over large time lags},
journal = {Computer Vision and Image Understanding},
year = {2015},
volume = {139},
pages = {21--28},
publisher = {Academic Press},
url = {http://arxiv.org/abs/1409.7556}
}
@article{Fernando2015a,
author = {Fernando, Basura and Tommasi, Tatiana and Tuytelaars, Tinne},
title = {Joint cross-domain classification and subspace learning for unsupervised adaptation},
journal = {Pattern Recognition Letters},
year = {2015},
volume = {65},
pages = {60--66},
publisher = {North-Holland},
url = {http://users.cecs.anu.edu.au/~basura/papers/PRL2015.pdf}
}
@article{Fernando2014,
author = {Fernando, Basura and Fromont, Elisa and Tuytelaars, Tinne},
title = {Mining mid-level features for image classification},
journal = {International Journal of Computer Vision},
year = {2014},
volume = {108},
number = {3},
pages = {186--203},
publisher = {Springer US},
url = {http://users.cecs.anu.edu.au/~basura/papers/FLH_IJCV.pdf}
}
@article{Gavves2014,
author = {Gavves, Efstratios and Fernando, Basura and Snoek, Cees GM and Smeulders, Arnold WM and Tuytelaars, Tinne},
title = {Local alignments for fine-grained categorization},
journal = {International Journal of Computer Vision},
year = {2014},
volume = {111},
number = {2},
pages = {191--212},
publisher = {Springer US},
url = {http://users.cecs.anu.edu.au/~basura/papers/IJCV-FG.pdf}
}
@article{Fernando2012,
author = {Fernando, Basura and Fromont, Elisa and Muselet, Damien and Sebban, Marc},
title = {Supervised learning of Gaussian mixture models for visual vocabulary generation},
journal = {Pattern Recognition},
year = {2012},
volume = {45},
number = {2},
pages = {897--907},
publisher = {Pergamon},
url = {http://users.cecs.anu.edu.au/~basura/papers/pr1.pdf}
}
@inproceedings{roy2022predicting,
title = {Predicting the next action by modeling the abstract goal},
author = {Roy, Debaditya and Fernando, Basura},
booktitle = {International Conference on Pattern Recognition (ICPR)},
url = {https://basurafernando.github.io/papers/2024_ICPR.pdf},
year = {2024}
}
@inproceedings{rawaldissecting,
title = {Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion},
author = {Rawal, Ishaan Singh and Matyasko, Alexander and Jaiswal, Shantanu and Fernando, Basura and Tan, Cheston},
booktitle = {International Conference on Machine Learning (ICML)},
url = {https://basurafernando.github.io/papers/2024_ICML.pdf},
year = {2024}
}
@inproceedings{wupointtfa,
title = {PointTFA: Training-Free Clustering Adaption for Large 3D Point Cloud Models},
author = {Wu, Jinmeng and Cao, Chong and Zhang, Hao and Fernando, Basura and Hao, Yanbin and Hong, Hanyu},
booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
year = {2024},
url = {https://basurafernando.github.io/papers/2024_IJCAI.pdf}
}
@inproceedings{hu2024flow,
author = {Hu, Vincent and Wu, Di and Asano, Yuki and Mettes, Pascal and Fernando, Basura and Ommer, Bj{\"o}rn and Snoek, Cees},
booktitle = {Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics},
title = {Flow Matching for Conditional Text Generation in a Few Sampling Steps},
year = {2024},
pages = {380--392},
url = {https://aclanthology.org/2024.eacl-short.33.pdf}
}
@inproceedings{Roy_2024_WACV,
author = {Roy, Debaditya and Rajendiran, Ramanathan and Fernando, Basura},
title = {Interaction Region Visual Transformer for Egocentric Action Anticipation},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
month = {January},
year = {2024},
pages = {6740-6750},
url = {https://openaccess.thecvf.com/content/WACV2024/papers/Roy_Interaction_Region_Visual_Transformer_for_Egocentric_Action_Anticipation_WACV_2024_paper.pdf}
}
@inproceedings{roy2024clipsitu,
author = {Roy, Debaditya and Verma, Dhruv and Fernando, Basura},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
title = {ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition},
year = {2024},
pages = {444--453},
url = {https://openaccess.thecvf.com/content/WACV2024/papers/Roy_ClipSitu_Effectively_Leveraging_CLIP_for_Conditional_Predictions_in_Situation_Recognition_WACV_2024_paper.pdf}
}
@inproceedings{goel-etal-2023-semi,
title = {Semi-supervised multimodal coreference resolution in image narrations},
author = {Goel, Arushi and
Fernando, Basura and
Keller, Frank and
Bilen, Hakan},
editor = {Bouamor, Houda and
Pino, Juan and
Bali, Kalika},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing},
month = dec,
year = {2023},
address = {Singapore},
publisher = {Association for Computational Linguistics},
url = {https://aclanthology.org/2023.emnlp-main.682},
doi = {10.18653/v1/2023.emnlp-main.682},
pages = {11067--11081}
}
@inproceedings{herath2023energy,
author = {Herath, Samitha and Fernando, Basura and Abbasnejad, Ehsan and Hayat, Munawar and Khadivi, Shahram and Harandi, Mehrtash and Rezatofighi, Hamid and Haffari, Gholamreza},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
title = {Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation},
year = {2023},
pages = {11653--11662},
url = {https://openaccess.thecvf.com/content/ICCV2023/papers/Herath_Energy-based_Self-Training_and_Normalization_for_Unsupervised_Domain_Adaptation_ICCV_2023_paper.pdf}
}
@inproceedings{goel2023you,
author = {Goel, Arushi and Fernando, Basura and Keller, Frank and Bilen, Hakan},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
title = {Who are you referring to? Coreference resolution in image narrations},
year = {2023},
pages = {15247--15258},
url = {https://openaccess.thecvf.com/content/ICCV2023/papers/Goel_Who_Are_You_Referring_To_Coreference_Resolution_In_Image_Narrations_ICCV_2023_paper.pdf}
}
@inproceedings{rodriguez2023memory,
title = {Memory-efficient temporal moment localization in long videos},
author = {Rodriguez-Opazo, Cristian and Marrese-Taylor, Edison and Fernando, Basura and Takamura, Hiroya and Wu, Qi},
booktitle = {Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics},
pages = {1909--1924},
year = {2023},
url = {https://aclanthology.org/2023.eacl-main.140.pdf}
}
@inproceedings{Jaiswal2022,
author = {Shantanu Jaiswal and Basura Fernando and Cheston Tan},
booktitle = {In Proceedings of the European Conference on Computer Vision (ECCV)},
title = {TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs},
year = {2022},
url = {https://basurafernando.github.io/papers/eccv22shan.pdf}
}
@inproceedings{Chen2022,
author = {Yunlu Chen and Basura Fernando and Hakan Bilen and Matthias Niessner and Efstratios Gavves},
booktitle = {In Proceedings of the European Conference on Computer Vision (ECCV)},
title = {3D Equivariant Graph Implicit Functions},
year = {2022},
url = {https://basurafernando.github.io/papers/eccv22yunlu.pdf}
}
@inproceedings{Goel2022,
author = {Arushi Goel and Basura Fernando and Frank Keller and Hakan Bilen},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2022},
title = {Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation},
year = {2022},
url = {https://openaccess.thecvf.com/content/CVPR2022/papers/Goel_Not_All_Relations_Are_Equal_Mining_Informative_Labels_for_Scene_CVPR_2022_paper.pdf}
}
@inproceedings{Loh2022,
author = {Siyuan Brandon Loh and Debaditya Roy and Basura Fernando},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2022 (Workshop)},
title = {Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks},
year = {2022},
url = {https://openaccess.thecvf.com/content/CVPR2022W/ABAW/papers/Loh_Long-Term_Action_Forecasting_Using_Multi-Headed_Attention-Based_Variational_Recurrent_Neural_Networks_CVPRW_2022_paper.pdf}
}
@inproceedings{Koh2022,
author = {Kian Boon Koh and Basura Fernando},
booktitle = {In Proceedings of the European Conference on Computer Vision (ECCV) (Workshop)},
title = {Consistency Regularization for Domain Adaptation},
year = {2022},
url = {https://basurafernando.github.io/papers/Domain_Adaptation_for_OOD_CV_ECCV2022.pdf}
}
@inproceedings{royaction,
author = {Roy, Debaditya and Fernando, Basura},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
title = {Action anticipation using latent goal learning},
year = {2022},
url = {https://openaccess.thecvf.com/content/WACV2022/papers/Roy_Action_Anticipation_Using_Latent_Goal_Learning_WACV_2022_paper.pdf}
}
@inproceedings{Fernando2021,
author = {Fernando, Basura and Herath, Samitha},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2021},
title = {Anticipating human actions by correlating past with the future with Jaccard similarity measures},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/papers/Fernando_Anticipating_Human_Actions_by_Correlating_Past_With_the_Future_With_CVPR_2021_paper.pdf}
}
@inproceedings{Chen2021,
author = {Yunlu Chen and Basura Fernando and Hakan Bilen and Thomas Mensink and Efstratios Gavves},
booktitle = {International Conference on Machine Learning ICML 2021},
title = {Deep Implicit Feature Matching},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21f.html}
}
@inproceedings{Jayasundara_2021_WACV,
author = {Jayasundara, Vinoj and Roy, Debaditya and Fernando, Basura},
title = {FlowCaps: Optical Flow Estimation With Capsule Networks for Action Recognition},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
month = {January},
year = {2021},
pages = {3409-3418},
url = {https://openaccess.thecvf.com/content/WACV2021/papers/Jayasundara_FlowCaps_Optical_Flow_Estimation_With_Capsule_Networks_for_Action_Recognition_WACV_2021_paper.pdf}
}
@inproceedings{Rodriguez-Opazo_2021_WACV,
author = {Rodriguez-Opazo, Cristian and Marrese-Taylor, Edison and Fernando, Basura and Li, Hongdong and Gould, Stephen},
title = {DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
month = {January},
year = {2021},
pages = {1079-1088},
url = {https://openaccess.thecvf.com/content/WACV2021/papers/Rodriguez-Opazo_DORi_Discovering_Object_Relationships_for_Moment_Localization_of_a_Natural_WACV_2021_paper.pdf}
}
@inproceedings{Razali2021,
author = {Razali, Haziq and Fernando, Basura},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
title = {A Log-likelihood Regularized KL Divergence for Video Prediction with A 3D Convolutional Variational Recurrent Network},
year = {2021},
pages = {209--217},
url = {https://openaccess.thecvf.com/content/WACV2021W/GHB/papers/Razali_A_Log-Likelihood_Regularized_KL_Divergence_for_Video_Prediction_With_a_WACVW_2021_paper.pdf}
}
@inproceedings{Jaiswal2020,
author = {Jaiswal, Shantanu and Choi, Dongkyu and Fernando, Basura},
booktitle = {The British Machine Vision Conference (BMVC)},
title = {What do CNNs gain by imitating the visual development of primate infants?},
year = {2020},
url = {https://www.bmvc2020-conference.com/conference/papers/paper_0196.html}
}
@inproceedings{Goel2020,
title = {Injecting Prior Knowledge into Image Caption Generation},
author = {Goel, Arushi and Fernando, Basura and Nguyen, Thanh-Son and Bilen, Hakan},
booktitle = {European Conference on Computer Vision Workshops},
year = {2020},
url = {https://openreview.net/forum?id=f75kMo1dnKD}
}
@inproceedings{SantaCruz2020,
author = {Santa Cruz, Rodrigo and Cherian, Anoop and Fernando, Basura and Campbell, Dylan and Gould, Stephen},
title = {Inferring Temporal Compositions of Actions Using Probabilistic Automata},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
year = {2020},
pages = {368--369},
url = {http://openaccess.thecvf.com/content_CVPRW_2020/papers/w23/Santa_Cruz_Inferring_Temporal_Compositions_of_Actions_Using_Probabilistic_Automata_CVPRW_2020_paper.pdf}
}
@inproceedings{Fernando2020,
author = {Fernando, Basura and Tan, Cheston and Bilen, Hakan},
title = {Weakly supervised Gaussian networks for action detection},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision},
year = {2020},
pages = {537--546},
url = {http://openaccess.thecvf.com/content_WACV_2020/papers/Fernando_Weakly_Supervised_Gaussian_Networks_for_Action_Detection_WACV_2020_paper.pdf}
}
@inproceedings{HerathCVPR19,
author = {Samitha Herath and Basura Fernando and Mehrtash Harandi and Richard Nock},
title = {Min-Max Statistical Alignment for Transfer Learning},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2019},
year = {2019},
url = {http://openaccess.thecvf.com/content_ICCV_2017/papers/Aliakbarian_Encouraging_LSTMs_to_ICCV_2017_paper.pdf}
}
@inproceedings{Shi2018,
author = {Shi, Yuge and Fernando, Basura and Hartley, Richard},
title = {Action Anticipation with RBF Kernelized Feature Mapping RNN},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV)},
year = {2018},
pages = {301--317},
url = {http://openaccess.thecvf.com/content_ECCV_2018/papers/Yuge_Shi_Action_Anticipation_with_ECCV_2018_paper.pdf}
}
@inproceedings{Yu2018a,
author = {Yu, Xin and Fernando, Basura and Ghanem, Bernard and Porikli, Fatih and Hartley, Richard},
title = {Face super-resolution guided by facial component heatmaps},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV)},
year = {2018},
pages = {217--233},
url = {http://openaccess.thecvf.com/content_ECCV_2018/papers/Xin_Yu_Face_Super-resolution_Guided_ECCV_2018_paper.pdf}
}
@inproceedings{Aliakbarian2018,
author = {Mohammad Sadegh Aliakbarian and Fatemehsadat Saleh and Mathieu Salzmann and Basura Fernando and Lars Petersson and Lars Andersson},
title = {VIENA2: A Driving Anticipation Dataset},
booktitle = {Asian Conference on Computer Vision (ACCV 2018)},
year = {2018},
url = {https://arxiv.org/abs/1810.09044}
}
@inproceedings{Rodriguez2018,
author = {Rodriguez, Cristian and Fernando, Basura and Li, Hongdong},
title = {Action anticipation by predicting future dynamic images},
booktitle = {European Conference on Computer Vision},
year = {2018},
pages = {89--105},
organization = {Springer},
url = {http://openaccess.thecvf.com/content_ECCVW_2018/papers/11131/Rodriguez_Action_Anticipation_By_Predicting_Future_Dynamic_Images_ECCVW_2018_paper.pdf}
}
@inproceedings{Cruz18,
author = {Rodrigo Santa Cruz and Basura Fernando and Anoop Cherian and Stephen Gould},
title = {Neural Algebra of Classifiers},
booktitle = {IEEE Winter Conference on Applications of Computer Vision WACV 2018},
year = {2018},
url = {https://basurafernando.github.io/papers/WACV18_neural_algebra_classifiers.pdf}
}
@inproceedings{Yu2018,
author = {Xin Yu and Basura Fernando and Richard Hartley},
title = {Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2018},
year = {2018},
url = {http://openaccess.thecvf.com/content_cvpr_2018/papers/Yu_Super-Resolving_Very_Low-Resolution_CVPR_2018_paper.pdf}
}
@inproceedings{Aliakbarian2017,
author = {Mohammad Sadegh Aliakbarian and Fatemehsadat Saleh and Mathieu Salzmann and Basura Fernando and Lars Petersson and Lars Andersson},
title = {Encouraging LSTMs to Anticipate Actions Very Early},
booktitle = {IEEE International Conference on Computer Vision ICCV 2017},
year = {2017},
url = {http://openaccess.thecvf.com/content_ICCV_2017/papers/Aliakbarian_Encouraging_LSTMs_to_ICCV_2017_paper.pdf}
}
@inproceedings{Anderson2017,
author = {Peter Anderson and Basura Fernando and Mark Johnson and Stephen Gould},
title = {Zero-Shot Image Captioning with Constrained Beam Search},
booktitle = {Conference on Empirical Methods in Natural Language Processing (EMNLP)},
year = {2017},
url = {https://arxiv.org/abs/1612.00576}
}
@inproceedings{Cherian2017,
author = {Anoop Cherian and Basura Fernando and Mehrtash Harandi and Stephen Gould},
title = {Generalized Rank Pooling for Activity Recognition},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2017},
year = {2017},
url = {http://openaccess.thecvf.com/content_cvpr_2017/papers/Cherian_Generalized_Rank_Pooling_CVPR_2017_paper.pdf}
}
@inproceedings{Cruz2017,
author = {Rodrigo Santa Cruz and Basura Fernando and Anoop Cherian and Stephen Gould},
title = {DeepPermNet: Visual Permutation Learning},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2017},
year = {2017},
url = {http://openaccess.thecvf.com/content_cvpr_2017/papers/Santa_Cruz_DeepPermNet_Visual_Permutation_CVPR_2017_paper.pdf}
}
@inproceedings{Fernando_2017_CVPR_Workshops,
author = {Fernando, Basura and Shirazi, Sareh and Gould, Stephen},
title = {Unsupervised Human Action Detection by Action Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
year = {2017},
month = {July},
url = {http://openaccess.thecvf.com/content_cvpr_2017_workshops/w20/papers/Fernando_Unsupervised_Human_Action_CVPR_2017_paper.pdf}
}
@inproceedings{Fernando2017,
author = {Basura Fernando and Hakan Bilen and Efstratios Gavves and Stephen Gould},
title = {Self-Supervised Video Representation Learning With Odd-One-Out Networks},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2017},
year = {2017},
url = {http://openaccess.thecvf.com/content_cvpr_2017/papers/Fernando_Self-Supervised_Video_Representation_CVPR_2017_paper.pdf}
}
@inproceedings{Anderson2016,
author = {Peter Anderson and Basura Fernando and Mark Johnson and Stephen Gould},
title = {SPICE: Semantic Propositional Image Caption Evaluation},
booktitle = {European Conference of Computer Vision 2016 ( ECCV 16)},
year = {2016},
url = {http://users.cecs.anu.edu.au/~basura/papers/ECCV2016Anderson.pdf}
}
@inproceedings{Bilen2016,
author = {Hakan Bilen and Basura Fernando and Efstratios Gavves and Andrea Vedaldi and Stephen Gould},
title = {Dynamic Image Networks for Action Recognition},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2016},
year = {2016},
url = {http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Bilen_Dynamic_Image_Networks_CVPR_2016_paper.pdf}
}
@inproceedings{Fernando2016a,
author = {Basura Fernando and Peter Anderson and Marcus Hutter and Stephen Gould},
title = {Discriminative Hierarchical Rank Pooling for Activity Recognition},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2016},
year = {2016},
url = {http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Fernando_Discriminative_Hierarchical_Rank_CVPR_2016_paper.pdf}
}
@inproceedings{Fernando2016b,
author = {Basura Fernando and Stephen Gould},
title = {Learning End-to-end Video Classification with Rank-Pooling},
booktitle = {International Conference on Machine Learning ICML 2016},
year = {2016},
owner = {basura},
timestamp = {2016.05.12},
url = {http://www.jmlr.org/proceedings/papers/v48/fernando16.pdf}
}
@inproceedings{Fernando2015b,
author = {Fernando, Basura and Gavves, Efstratios and Oramas, Jos{\'e} and Ghodrati, Amir and Tuytelaars, Tinne},
title = {Modeling video evolution for action recognition},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2015},
year = {2015},
url = {http://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Fernando_Modeling_Video_Evolution_2015_CVPR_paper.pdf}
}
@inproceedings{Fernando2015c,
author = {Fernando, Basura and Gavves, Efstratios and Muselet, Damien and Tuytelaars, Tinne},
title = {Learning to rank based on subsequences},
booktitle = {IEEE International Conference on Computer Vision ICCV 2015},
year = {2015},
url = {http://www.cv-foundation.org/openaccess/content_iccv_2015/papers/Fernando_Learning_to_Rank_ICCV_2015_paper.pdf}
}
@inproceedings{Jia2015,
author = {Jia, Xu and Gavves, Stratis and Fernando, Basura and Tuytelaars, Tinne},
title = {Guided long-short term memory for image caption generation},
booktitle = {IEEE International Conference on Computer Vision ICCV 2015},
year = {2015},
url = {http://www.cv-foundation.org/openaccess/content_iccv_2015/papers/Jia_Guiding_the_Long-Short_ICCV_2015_paper.pdf}
}
@inproceedings{Rematas2015,
author = {Rematas, Konstantinos and Fernando, Basura and Dellaert, Frank and Tuytelaars, Tinne},
title = {Dataset Fingerprints: Exploring Image Collections Through Data Mining},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition CVPR 2015},
year = {2015},
pages = {4867--4875},
url = {http://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Rematas_Dataset_Fingerprints_Exploring_2015_CVPR_paper.pdf}
}
@inproceedings{Fernando2014a,
author = {Fernando, Basura and Muselet, Damien and Khan, Rahat and Tuytelaars, Tinne},
title = {Color features for dating historical color images},
booktitle = {IEEE International Conference on Image Processing ICIP 2014},
year = {2014},
url = {http://users.cecs.anu.edu.au/~basura/papers/ICIP2014.pdf}
}
@inproceedings{Aly2013,
author = {Aly, Robin and Arandjelovic, Relja and Chatfield, Ken and Douze, Matthijs and Fernando, Basura and Harchaoui, Zaid and McGuinness, Kevin and O’Conner, Noel E and Oneata, Dan and Parkhi, Omkar M and others},
title = {The AXES submissions at TrecVid 2013},
booktitle = {TrecVid},
year = {2013},
url = {http://hal.inria.fr/docs/00/90/44/04/PDF/axes-tv13-submitted.pdf}
}
@inproceedings{Aly2013a,
author = {Aly, RBN and Arandjelovic, Relja and Chatfield, Ken and Douze, Matthijs and Fernando, Basura and Harchaoui, Zaid and McGuinness, Kevin and O'Connore, NE and Oneata, Dan and Parkhi, Omkar M and others},
title = {AXES at TRECVid 2013},
booktitle = {TRECVid},
year = {2013},
publisher = {NIST},
url = {http://www-nlpir.nist.gov/projects/tvpubs/tv13.papers/axes.pdf}
}
@inproceedings{Fernando2013,
author = {Fernando, Basura and Habrard, Amaury and Sebban, Marc and Tuytelaars, Tinne},
title = {Unsupervised Visual Domain Adaptation Using Subspace Alignment},
booktitle = {IEEE International Conference on Computer Vision ICCV 2013},
year = {2013},
url = {http://users.cecs.anu.edu.au/~basura/papers/SA_ICCV_2013.pdf}
}
@inproceedings{Fernando2013a,
author = {Fernando, Basura and Tuytelaars, Tinne},
title = {Mining Multiple Queries for Image Retrieval: On-the-fly learning of an Object-specific Mid-level Representation},
booktitle = {IEEE International Conference on Computer Vision ICCV 2013},
year = {2013},
organization = {CVF/IEEE-CS},
url = {http://users.cecs.anu.edu.au/~basura/papers/MQIR_ICCV_2013.pdf}
}
@inproceedings{Gavves2013,
author = {Gavves, E and Fernando, B and Snoek, CGM and Smeulders, AWM and Tuytelaars, T},
title = {Fine-Grained Categorization by Alignments},
booktitle = {IEEE International Conference on Computer Vision ICCV 2013},
year = {2013},
url = {http://users.cecs.anu.edu.au/~basura/papers/FG_ICCV_2013.pdf}
}
@inproceedings{Rematas2013,
author = {Rematas, Konstantinos and Fernando, Basura and Tommasi, Tatiana and Tuytelaars, Tinne},
title = {Does Evolution cause a Domain Shift?},
booktitle = {IEEE International Conference on Computer Vision ICCV 2013 Workshop VisDA},
year = {2013},
url = {http://homes.esat.kuleuven.be/~krematas/VisDA/main.pdf}
}
@inproceedings{Aly2012,
author = {Aly, Robin and McGuinness, Kevin and Chen, Shu and O'Connor, Noel E and Chatfield, Ken and Parkhi, Omkar and Arandjelovic, Relja and Zisserman, Andrew and Fernando, Basura and Tuytelaars, Tinne and others},
title = {AXES at TRECVID 2012: KIS, INS, and MED},
booktitle = {TRECVID},
year = {2012},
url = {http://doras.dcu.ie/17860/}
}
@inproceedings{Fernando2012a,
author = {Fernando, Basura and Fromont, Elisa and Muselet, Damien and Sebban, Marc},
title = {Discriminative Feature Fusion for Image Classification},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2012},
year = {2012},
url = {http://users.cecs.anu.edu.au/~basura/papers/cvpr_2012_lrrf.pdf}
}
@inproceedings{Fernando2012b,
author = {Fernando, Basura and Fromont, Elisa and Tuytelaars, Tinne},
title = {Effective Use of Frequent Itemset Mining for Image Classification},
booktitle = {European Conference of Computer Vision 2012 ( ECCV 12)},
year = {2012},
url = {http://users.cecs.anu.edu.au/~basura/papers/ECCV_ID10.pdf}
}
@inproceedings{Moreno2011,
author = {Moreno, Alejandro and Fernando, Basura and Kani, Bismillah and Saha, Sajib and Karaoglu, Sezer},
title = {Color correction: a novel weighted Von Kries model based on memory colors},
booktitle = {Computational Color Imaging},
year = {2011},
pages = {165--175},
publisher = {Springer Berlin Heidelberg},
url = {https://staff.fnwi.uva.nl/s.karaoglu/ColorCorrection.pdf}
}
@inproceedings{Tremeau2011,
author = {Tr{\'e}meau, Alain and Fernando, Basura and Karaoglu, Sezer and Muselet, Damien},
title = {Text segmentation in natural images robust to photometric effects},
booktitle = {AIC midterm meeting},
year = {2011},
pages = {86--89},
url = {https://hal.archives-ouvertes.fr/ujm-00629475/}
}
@inproceedings{Fernando2010,
author = {Fernando, Basura and Karaoglu, Sezer and Tr{\'e}meau, Alain},
title = {Extreme Value Theory Based Text Binarization in Documents and Natural Scenes},
booktitle = {International Conference on Machine Vision},
year = {2010},
organization = {IEEE},
url = {http://staff.science.uva.nl/~sezerk/EXTREME.pdf}
}
@inproceedings{Fernando2010a,
author = {Fernando, Basura and Fromont, Elisa and Muselet, Damien and Sebban, Marc},
title = {Accurate Visual Word Construction using a Supervised Approach},
booktitle = {25th International Conference of Image and Vision Computing New Zealand, New Zealand (2010)},
year = {2010},
pages = {1--7},
url = {https://hal.archives-ouvertes.fr/hal-00555639/document}
}
@inproceedings{Karaoglu2010,
author = {Karaoglu, Sezer and Fernando, Basura and Tr{\'e}meau, Alain},
title = {A novel algorithm for text detection and localization in natural scene images},
booktitle = {Digital Image Computing: Techniques and Applications (DICTA), 2010 International Conference on},
year = {2010},
pages = {635--642},
organization = {IEEE},
url = {https://staff.fnwi.uva.nl/s.karaoglu/DICTA.pdf}
}
@unpublished{Gould2016a,
author = {Stephen Gould and Basura Fernando and Anoop Cherian and Peter Anderson and Rodrigo Santa Cruz and Edison Guo},
title = {On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization},
note = {arXiv:1607.05447},
year = {2016},
url = {http://arxiv.org/abs/1607.05447}
}
@unpublished{fernando2014subspace,
author = {Fernando, Basura and Habrard, Amaury and Sebban, Marc and Tuytelaars, Tinne},
title = {Subspace alignment for domain adaptation},
note = {arXiv preprint arXiv:1409.5241},
year = {2014},
url = {https://arxiv.org/abs/1409.5241}
}
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