| Author | Title | Year | Journal/Proceedings | Reftype | DOI/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 |