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AuthorTitleYearJournal/ProceedingsReftypeDOI/URL
Fernando, B., Aljundi, R., Emonet, R., Habrard, A., Sebban, M. and Tuytelaars, T. Unsupervised Domain Adaptation Based on Subspace Alignment 2017 Domain Adaptation in Computer Vision Applications, pp. 81-94  inbook DOI  
Burton-Barr, J., Fernando, B. and Rajan, D. Activation Control of Vision Models for Sustainable AI Systems 2024 IEEE Transactions on Artificial Intelligence  article URL 
Nguyen, T.-S. and Fernando, B. Effective Multimodal Encoding for Image Paragraph Captioning 2022 IEEE Transactions on Image Processing
Vol. 31, pp. 6381-6395 
article URL 
Ng, Y.B. and Fernando, B. Weakly supervised action segmentation with effective use of attention and self-attention 2021 Computer Vision and Image Understanding
Vol. 213, pp. 103298 
article URL 
Roy, D. and Fernando, B. Action Anticipation Using Pairwise Human-Object Interactions and Transformers 2021 IEEE Transactions on Image Processing
Vol. 30, pp. 8116-8129 
article URL 
Ng, Y.B. and Fernando, B. Forecasting future action sequences with attention: a new approach to weakly supervised action forecasting 2020 IEEE Transactions on Image Processing 2020  article DOI URL 
Yu, X., Porikli, F., Fernando, B. and Hartley, R. Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks 2019 International Journal of Computer Vision  article DOI URL 
Herath, S., Fernando, B. and Harandi, M. Using Temporal Information for Recognizing Actions from Still Images 2019 Pattern Recognition
Vol. 0(0), pp. 1-20 
article DOI URL 
Yu, X., Fernando, B., Hartley, R. and Porikli, F. Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes 2019 IEEE transactions on pattern analysis and machine intelligence  article URL 
Santa Cruz, R., Fernando, B., Cherian, A. and Gould, S. Visual Permutation Learning 2019 IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1-1  article DOI  
Saha, S.K., Fernando, B., Cuadros, J., Xiao, D. and Kanagasingam, Y. Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine 2018 Journal of Digital Imaging
Vol. 31(6), pp. 869-878 
article URL 
Bilen, H., Fernando, B., Gavves, E. and Vedaldi, A. Action Recognition with Dynamic Image Networks 2017 IEEE transactions on pattern analysis and machine intelligence  article URL 
Fernando, B. and Gould, S. Discriminatively Learned Hierarchical Rank Pooling Networks 2017 International Journal of Computer Vision
Vol. 0(0), pp. 1-22 
article URL 
Fernando, B., Gavves, E., Oramas, J., Ghodrati, A. and Tuytelaars, T. Rank pooling for action recognition 2017 IEEE transactions on pattern analysis and machine intelligence
Vol. 39(4), pp. 773-787 
article URL 
Fernando, B., Tommasi, T. and Tuytelaars, T. Location recognition over large time lags 2015 Computer Vision and Image Understanding
Vol. 139, pp. 21-28 
article URL 
Fernando, B., Tommasi, T. and Tuytelaars, T. Joint cross-domain classification and subspace learning for unsupervised adaptation 2015 Pattern Recognition Letters
Vol. 65, pp. 60-66 
article URL 
Fernando, B., Fromont, E. and Tuytelaars, T. Mining mid-level features for image classification 2014 International Journal of Computer Vision
Vol. 108(3), pp. 186-203 
article URL 
Gavves, E., Fernando, B., Snoek, C.G., Smeulders, A.W. and Tuytelaars, T. Local alignments for fine-grained categorization 2014 International Journal of Computer Vision
Vol. 111(2), pp. 191-212 
article URL 
Fernando, B., Fromont, E., Muselet, D. and Sebban, M. Supervised learning of Gaussian mixture models for visual vocabulary generation 2012 Pattern Recognition
Vol. 45(2), pp. 897-907 
article URL 
Roy, D. and Fernando, B. Predicting the next action by modeling the abstract goal 2024 International Conference on Pattern Recognition (ICPR)  inproceedings URL 
Rawal, I.S., Matyasko, A., Jaiswal, S., Fernando, B. and Tan, C. Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion 2024 International Conference on Machine Learning (ICML)  inproceedings URL 
Wu, J., Cao, C., Zhang, H., Fernando, B., Hao, Y. and Hong, H. PointTFA: Training-Free Clustering Adaption for Large 3D Point Cloud Models 2024 International Joint Conference on Artificial Intelligence (IJCAI)  inproceedings URL 
Hu, V., Wu, D., Asano, Y., Mettes, P., Fernando, B., Ommer, B. and Snoek, C. Flow Matching for Conditional Text Generation in a Few Sampling Steps 2024 Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, pp. 380-392  inproceedings URL 
Roy, D., Rajendiran, R. and Fernando, B. Interaction Region Visual Transformer for Egocentric Action Anticipation 2024 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 6740-6750  inproceedings URL 
Roy, D., Verma, D. and Fernando, B. ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition 2024 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 444-453  inproceedings URL 
Goel, A., Fernando, B., Keller, F. and Bilen, H. Semi-supervised multimodal coreference resolution in image narrations 2023 Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp. 11067-11081  inproceedings DOI URL 
Herath, S., Fernando, B., Abbasnejad, E., Hayat, M., Khadivi, S., Harandi, M., Rezatofighi, H. and Haffari, G. Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation 2023 Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 11653-11662  inproceedings URL 
Goel, A., Fernando, B., Keller, F. and Bilen, H. Who are you referring to? Coreference resolution in image narrations 2023 Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 15247-15258  inproceedings URL 
Rodriguez-Opazo, C., Marrese-Taylor, E., Fernando, B., Takamura, H. and Wu, Q. Memory-efficient temporal moment localization in long videos 2023 Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, pp. 1909-1924  inproceedings URL 
Jaiswal, S., Fernando, B. and Tan, C. TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs 2022 In Proceedings of the European Conference on Computer Vision (ECCV)  inproceedings URL 
Chen, Y., Fernando, B., Bilen, H., Niessner, M. and Gavves, E. 3D Equivariant Graph Implicit Functions 2022 In Proceedings of the European Conference on Computer Vision (ECCV)  inproceedings URL 
Goel, A., Fernando, B., Keller, F. and Bilen, H. Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation 2022 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2022  inproceedings URL 
Loh, S.B., Roy, D. and Fernando, B. Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks 2022 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2022 (Workshop)  inproceedings URL 
Koh, K.B. and Fernando, B. Consistency Regularization for Domain Adaptation 2022 In Proceedings of the European Conference on Computer Vision (ECCV) (Workshop)  inproceedings URL 
Roy, D. and Fernando, B. Action anticipation using latent goal learning 2022 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)  inproceedings URL 
Fernando, B. and Herath, S. Anticipating human actions by correlating past with the future with Jaccard similarity measures 2021 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2021  inproceedings URL 
Chen, Y., Fernando, B., Bilen, H., Mensink, T. and Gavves, E. Deep Implicit Feature Matching 2021 International Conference on Machine Learning ICML 2021  inproceedings URL 
Jayasundara, V., Roy, D. and Fernando, B. FlowCaps: Optical Flow Estimation With Capsule Networks for Action Recognition 2021 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 3409-3418  inproceedings URL 
Rodriguez-Opazo, C., Marrese-Taylor, E., Fernando, B., Li, H. and Gould, S. DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video 2021 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 1079-1088  inproceedings URL 
Razali, H. and Fernando, B. A Log-likelihood Regularized KL Divergence for Video Prediction with A 3D Convolutional Variational Recurrent Network 2021 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 209-217  inproceedings URL 
Jaiswal, S., Choi, D. and Fernando, B. What do CNNs gain by imitating the visual development of primate infants? 2020 The British Machine Vision Conference (BMVC)  inproceedings URL 
Goel, A., Fernando, B., Nguyen, T.-S. and Bilen, H. Injecting Prior Knowledge into Image Caption Generation 2020 European Conference on Computer Vision Workshops  inproceedings URL 
Santa Cruz, R., Cherian, A., Fernando, B., Campbell, D. and Gould, S. Inferring Temporal Compositions of Actions Using Probabilistic Automata 2020 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 368-369  inproceedings URL 
Fernando, B., Tan, C. and Bilen, H. Weakly supervised Gaussian networks for action detection 2020 The IEEE Winter Conference on Applications of Computer Vision, pp. 537-546  inproceedings URL 
Herath, S., Fernando, B., Harandi, M. and Nock, R. Min-Max Statistical Alignment for Transfer Learning 2019 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2019  inproceedings URL 
Shi, Y., Fernando, B. and Hartley, R. Action Anticipation with RBF Kernelized Feature Mapping RNN 2018 Proceedings of the European Conference on Computer Vision (ECCV), pp. 301-317  inproceedings URL 
Yu, X., Fernando, B., Ghanem, B., Porikli, F. and Hartley, R. Face super-resolution guided by facial component heatmaps 2018 Proceedings of the European Conference on Computer Vision (ECCV), pp. 217-233  inproceedings URL 
Aliakbarian, M.S., Saleh, F., Salzmann, M., Fernando, B., Petersson, L. and Andersson, L. VIENA2: A Driving Anticipation Dataset 2018 Asian Conference on Computer Vision (ACCV 2018)  inproceedings URL 
Rodriguez, C., Fernando, B. and Li, H. Action anticipation by predicting future dynamic images 2018 European Conference on Computer Vision, pp. 89-105  inproceedings URL 
Cruz, R.S., Fernando, B., Cherian, A. and Gould, S. Neural Algebra of Classifiers 2018 IEEE Winter Conference on Applications of Computer Vision WACV 2018  inproceedings URL 
Yu, X., Fernando, B. and Hartley, R. Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes 2018 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2018  inproceedings URL 
Aliakbarian, M.S., Saleh, F., Salzmann, M., Fernando, B., Petersson, L. and Andersson, L. Encouraging LSTMs to Anticipate Actions Very Early 2017 IEEE International Conference on Computer Vision ICCV 2017  inproceedings URL 
Anderson, P., Fernando, B., Johnson, M. and Gould, S. Zero-Shot Image Captioning with Constrained Beam Search 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP)  inproceedings URL 
Cherian, A., Fernando, B., Harandi, M. and Gould, S. Generalized Rank Pooling for Activity Recognition 2017 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2017  inproceedings URL 
Cruz, R.S., Fernando, B., Cherian, A. and Gould, S. DeepPermNet: Visual Permutation Learning 2017 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2017  inproceedings URL 
Fernando, B., Shirazi, S. and Gould, S. Unsupervised Human Action Detection by Action Matching 2017 The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops  inproceedings URL 
Fernando, B., Bilen, H., Gavves, E. and Gould, S. Self-Supervised Video Representation Learning With Odd-One-Out Networks 2017 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2017  inproceedings URL 
Anderson, P., Fernando, B., Johnson, M. and Gould, S. SPICE: Semantic Propositional Image Caption Evaluation 2016 European Conference of Computer Vision 2016 ( ECCV 16)  inproceedings URL 
Bilen, H., Fernando, B., Gavves, E., Vedaldi, A. and Gould, S. Dynamic Image Networks for Action Recognition 2016 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2016  inproceedings URL 
Fernando, B., Anderson, P., Hutter, M. and Gould, S. Discriminative Hierarchical Rank Pooling for Activity Recognition 2016 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2016  inproceedings URL 
Fernando, B. and Gould, S. Learning End-to-end Video Classification with Rank-Pooling 2016 International Conference on Machine Learning ICML 2016  inproceedings URL 
Fernando, B., Gavves, E., Oramas, J., Ghodrati, A. and Tuytelaars, T. Modeling video evolution for action recognition 2015 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2015  inproceedings URL 
Fernando, B., Gavves, E., Muselet, D. and Tuytelaars, T. Learning to rank based on subsequences 2015 IEEE International Conference on Computer Vision ICCV 2015  inproceedings URL 
Jia, X., Gavves, S., Fernando, B. and Tuytelaars, T. Guided long-short term memory for image caption generation 2015 IEEE International Conference on Computer Vision ICCV 2015  inproceedings URL 
Rematas, K., Fernando, B., Dellaert, F. and Tuytelaars, T. Dataset Fingerprints: Exploring Image Collections Through Data Mining 2015 Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition CVPR 2015, pp. 4867-4875  inproceedings URL 
Fernando, B., Muselet, D., Khan, R. and Tuytelaars, T. Color features for dating historical color images 2014 IEEE International Conference on Image Processing ICIP 2014  inproceedings URL 
Aly, R., Arandjelovic, R., Chatfield, K., Douze, M., Fernando, B., Harchaoui, Z., McGuinness, K., O’Conner, N.E., Oneata, D., Parkhi, O.M. and others The AXES submissions at TrecVid 2013 2013 TrecVid  inproceedings URL 
Aly, R., Arandjelovic, R., Chatfield, K., Douze, M., Fernando, B., Harchaoui, Z., McGuinness, K., O'Connore, N., Oneata, D., Parkhi, O.M. and others AXES at TRECVid 2013 2013 TRECVid  inproceedings URL 
Fernando, B., Habrard, A., Sebban, M. and Tuytelaars, T. Unsupervised Visual Domain Adaptation Using Subspace Alignment 2013 IEEE International Conference on Computer Vision ICCV 2013  inproceedings URL 
Fernando, B. and Tuytelaars, T. Mining Multiple Queries for Image Retrieval: On-the-fly learning of an Object-specific Mid-level Representation 2013 IEEE International Conference on Computer Vision ICCV 2013  inproceedings URL 
Gavves, E., Fernando, B., Snoek, C., Smeulders, A. and Tuytelaars, T. Fine-Grained Categorization by Alignments 2013 IEEE International Conference on Computer Vision ICCV 2013  inproceedings URL 
Rematas, K., Fernando, B., Tommasi, T. and Tuytelaars, T. Does Evolution cause a Domain Shift? 2013 IEEE International Conference on Computer Vision ICCV 2013 Workshop VisDA  inproceedings URL 
Aly, R., McGuinness, K., Chen, S., O'Connor, N.E., Chatfield, K., Parkhi, O., Arandjelovic, R., Zisserman, A., Fernando, B., Tuytelaars, T. and others AXES at TRECVID 2012: KIS, INS, and MED 2012 TRECVID  inproceedings URL 
Fernando, B., Fromont, E., Muselet, D. and Sebban, M. Discriminative Feature Fusion for Image Classification 2012 IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2012  inproceedings URL 
Fernando, B., Fromont, E. and Tuytelaars, T. Effective Use of Frequent Itemset Mining for Image Classification 2012 European Conference of Computer Vision 2012 ( ECCV 12)  inproceedings URL 
Moreno, A., Fernando, B., Kani, B., Saha, S. and Karaoglu, S. Color correction: a novel weighted Von Kries model based on memory colors 2011 Computational Color Imaging, pp. 165-175  inproceedings URL 
Trémeau, A., Fernando, B., Karaoglu, S. and Muselet, D. Text segmentation in natural images robust to photometric effects 2011 AIC midterm meeting, pp. 86-89  inproceedings URL 
Fernando, B., Karaoglu, S. and Trémeau, A. Extreme Value Theory Based Text Binarization in Documents and Natural Scenes 2010 International Conference on Machine Vision  inproceedings URL 
Fernando, B., Fromont, E., Muselet, D. and Sebban, M. Accurate Visual Word Construction using a Supervised Approach 2010 25th International Conference of Image and Vision Computing New Zealand, New Zealand (2010), pp. 1-7  inproceedings URL 
Karaoglu, S., Fernando, B. and Trémeau, A. A novel algorithm for text detection and localization in natural scene images 2010 Digital Image Computing: Techniques and Applications (DICTA), 2010 International Conference on, pp. 635-642  inproceedings URL 
Gould, S., Fernando, B., Cherian, A., Anderson, P., Cruz, R.S. and Guo, E. On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization 2016   unpublished URL 
Fernando, B., Habrard, A., Sebban, M. and Tuytelaars, T. Subspace alignment for domain adaptation 2014   unpublished URL