Basura Fernando

According to our database, Basura Fernando authored at least 110 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Activation Control of Vision Models for Sustainable AI Systems.

Jonathan Burton-Barr, Basura Fernando, Deepu Rajan

IEEE Trans. Artif. Intell., July, 2024

Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos.

Dhruv Verma, Debaditya Roy, Basura Fernando

CoRR, 2024

CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes.

Ting En Lam, Yuhan Chen, Elston Tan, Eric Peh, Ruirui Chen, Paritosh Parmar, Basura Fernando

CoRR, 2024

Zero Shot Open-ended Video Inference.

Ee Yeo Keat, Zhang Hao, Alexander Matyasko, Basura Fernando

CoRR, 2024

Learning to Visually Connect Actions and their Effects.

Eric Peh, Paritosh Parmar, Basura Fernando

CoRR, 2024

Interaction Region Visual Transformer for Egocentric Action Anticipation.

Debaditya Roy, Ramanathan Rajendiran, Basura Fernando

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

RCA: Region Conditioned Adaptation for Visual Abductive Reasoning.

Hao Zhang, Ee Yeo Keat, Basura Fernando

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

PointTFA: Training-Free Clustering Adaption for Large 3D Point Cloud Models.

Jinmeng Wu, Chong Cao, Hao Zhang, Basura Fernando, Yanbin Hao, Hanyu Hong

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion.

Ishaan Singh Rawal, Alexander Matyasko, Shantanu Jaiswal, Basura Fernando, Cheston Tan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Flow Matching for Conditional Text Generation in a Few Sampling Steps.

Vincent Tao Hu, Di Wu, Yuki Markus Asano, Pascal Mettes, Basura Fernando, Björn Ommer, Cees Snoek

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Motion Flow Matching for Human Motion Synthesis and Editing.

Vincent Tao Hu, Wenzhe Yin, Pingchuan Ma, Yunlu Chen, Basura Fernando, Yuki M. Asano, Efstratios Gavves, Pascal Mettes, Björn Ommer, Cees G. M. Snoek

CoRR, 2023

ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition.

Debaditya Roy, Dhruv Verma, Basura Fernando

CoRR, 2023

Revealing the Illusion of Joint Multimodal Understanding in VideoQA Models.

Ishaan Singh Rawal, Shantanu Jaiswal, Basura Fernando, Cheston Tan

CoRR, 2023

Modelling Spatio-Temporal Interactions for Compositional Action Recognition.

Ramanathan Rajendiran, Debaditya Roy, Basura Fernando

CoRR, 2023

Fine-Grained Regional Prompt Tuning for Visual Abductive Reasoning.

Hao Zhang, Basura Fernando

CoRR, 2023

Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation.

Samitha Herath, Basura Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram Khadivi, Mehrtash Harandi, Hamid Rezatofighi, Gholamreza Haffari

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Who are you referring to? Coreference resolution in image narrations.

Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Semi-supervised multimodal coreference resolution in image narrations.

Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Memory-efficient Temporal Moment Localization in Long Videos.

Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya Takamura, Qi Wu

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

Effective Multimodal Encoding for Image Paragraph Captioning.

Thanh-Son Nguyen, Basura Fernando

IEEE Trans. Image Process., 2022

Who are you referring to? Weakly supervised coreference resolution with multimodal grounding.

Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen

CoRR, 2022

Interaction Visual Transformer for Egocentric Action Anticipation.

Debaditya Roy, Ramanathan Rajendiran, Basura Fernando

CoRR, 2022

Abductive Action Inference.

Clement Tan, Chai Kiat Yeo, Cheston Tan, Basura Fernando

CoRR, 2022

Predicting the Next Action by Modeling the Abstract Goal.

Debaditya Roy, Basura Fernando

CoRR, 2022

Action anticipation using latent goal learning.

Debaditya Roy, Basura Fernando

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Self-Supervised Superpixel Correspondences For Video Object Segmentation.

Clement Tan, Chai Kiat Yeo, Cheston Tan, Basura Fernando

Proceedings of the 4th International Conference on Video, Signal and Image Processing, 2022

Consistency Regularization for Domain Adaptation.

Kian Boon Koh, Basura Fernando

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs.

Shantanu Jaiswal, Basura Fernando, Cheston Tan

Proceedings of the Computer Vision - ECCV 2022, 2022

3D Equivariant Graph Implicit Functions.

Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves

Proceedings of the Computer Vision - ECCV 2022, 2022

Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks.

Siyuan Brandon Loh, Debaditya Roy, Basura Fernando

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation.

Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Action Anticipation Using Pairwise Human-Object Interactions and Transformers.

Debaditya Roy, Basura Fernando

IEEE Trans. Image Process., 2021

Weakly supervised action segmentation with effective use of attention and self-attention.

Yan Bin Ng, Basura Fernando

Comput. Vis. Image Underst., 2021

LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach.

Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya Takamura, Qi Wu

CoRR, 2021

TDAN: Top-Down Attention Networks for Enhanced Feature Selectivity in CNNs.

Shantanu Jaiswal, Basura Fernando, Cheston Tan

CoRR, 2021

Action Forecasting with Feature-wise Self-Attention.

Yan Bin Ng, Basura Fernando

CoRR, 2021

A Log-likelihood Regularized KL Divergence for Video Prediction With a 3D Convolutional Variational Recurrent Network.

Haziq Razali, Basura Fernando

Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video.

Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition.

Vinoj Jayasundara, Debaditya Roy, Basura Fernando

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Neural Feature Matching in Implicit 3D Representations.

Yunlu Chen, Basura Fernando, Hakan Bilen, Thomas Mensink, Efstratios Gavves

Proceedings of the 38th International Conference on Machine Learning, 2021

Anticipating Human Actions by Correlating Past With the Future With Jaccard Similarity Measures.

Basura Fernando, Samitha Herath

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Forecasting Future Action Sequences With Attention: A New Approach to Weakly Supervised Action Forecasting.

Yan Bin Ng, Basura Fernando

IEEE Trans. Image Process., 2020

Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes.

Xin Yu, Basura Fernando, Richard Hartley, Fatih Porikli

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks.

Xin Yu, Fatih Porikli, Basura Fernando, Richard Hartley

Int. J. Comput. Vis., 2020

DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video.

Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould

CoRR, 2020

Weakly Supervised Gaussian Networks for Action Detection.

Basura Fernando, Cheston Yin Chet Tan, Hakan Bilen

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Injecting Prior Knowledge into Image Caption Generation.

Arushi Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Inferring Temporal Compositions of Actions Using Probabilistic Automata.

Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Intention Inference in a Dynamic Multi-Goal Environment.

Desmond C. Ong, Marie Therese Quieta, Basura Fernando

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

How does simulating aspects of primate infant visual development inform training of CNNs?

Shantanu Jaiswal, Dongkyu Choi, Basura Fernando

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

What do CNNs gain by imitating the visual development of primate infants?

Shantanu Jaiswal, Dongkyu Choi, Basura Fernando

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Using temporal information for recognizing actions from still images.

Samitha Herath, Basura Fernando, Mehrtash Harandi

Pattern Recognit., 2019

Visual Permutation Learning.

Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Forecasting Future Sequence of Actions to Complete an Activity.

Yan Bin Ng, Basura Fernando

CoRR, 2019

Learning to Caption Images with Two-Stream Attention and Sentence Auto-Encoder.

Arushi Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen

CoRR, 2019

Human Action Sequence Classification.

Yan Bin Ng, Basura Fernando

CoRR, 2019

Min-Max Statistical Alignment for Transfer Learning.

Samitha Herath, Mehrtash Harandi, Basura Fernando, Richard Nock

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Action Recognition with Dynamic Image Networks.

Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine.

Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, Yogesan Kanagasingam

J. Digit. Imaging, 2018

VIENA2: A Driving Anticipation Dataset.

Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson

CoRR, 2018

Neural Algebra of Classifiers.

Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Face Super-Resolution Guided by Facial Component Heatmaps.

Xin Yu, Basura Fernando, Bernard Ghanem, Fatih Porikli, Richard Hartley

Proceedings of the Computer Vision - ECCV 2018, 2018

Action Anticipation with RBF Kernelized Feature Mapping RNN.

Yuge Shi, Basura Fernando, Richard Hartley

Proceedings of the Computer Vision - ECCV 2018, 2018

Action Anticipation by Predicting Future Dynamic Images.

Cristian Rodriguez Opazo, Basura Fernando, Hongdong Li

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Kernel Support Vector Machines and Convolutional Neural Networks.

Shihao Jiang, Richard Hartley, Basura Fernando

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes.

Xin Yu, Basura Fernando, Richard Hartley, Fatih Porikli

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

VIENA ^2 : A Driving Anticipation Dataset.

Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Unsupervised Domain Adaptation Based on Subspace Alignment.

Basura Fernando, Rahaf Aljundi, Rémi Emonet, Amaury Habrard, Marc Sebban, Tinne Tuytelaars

Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

Rank Pooling for Action Recognition.

Basura Fernando, Efstratios Gavves, José Oramas Mogrovejo, Amir Ghodrati, Tinne Tuytelaars

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Discriminatively Learned Hierarchical Rank Pooling Networks.

Basura Fernando, Stephen Gould

Int. J. Comput. Vis., 2017

Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening.

Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, Yogesan Kanagasingam

CoRR, 2017

Encouraging LSTMs to Anticipate Actions Very Early.

Mohammad Sadegh Ali Akbarian, Fatemehsadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson

Proceedings of the IEEE International Conference on Computer Vision, 2017

Guided Open Vocabulary Image Captioning with Constrained Beam Search.

Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Unsupervised Human Action Detection by Action Matching.

Basura Fernando, Sareh Shirazi, Stephen Gould

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Self-Supervised Video Representation Learning with Odd-One-Out Networks.

Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

DeepPermNet: Visual Permutation Learning.

Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Generalized Rank Pooling for Activity Recognition.

Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Generalized BackPropagation, Étude De Cas: Orthogonality.

Mehrtash Harandi, Basura Fernando

CoRR, 2016

On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization.

Stephen Gould, Basura Fernando, Anoop Cherian, Peter Anderson, Rodrigo Santa Cruz, Edison Guo

CoRR, 2016

Deep Action- and Context-Aware Sequence Learning for Activity Recognition and Anticipation.

Mohammad Sadegh Ali Akbarian, Fatemehsadat Saleh, Basura Fernando, Mathieu Salzmann, Lars Petersson, Lars Andersson

CoRR, 2016

Learning End-to-end Video Classification with Rank-Pooling.

Basura Fernando, Stephen Gould

Proceedings of the 33nd International Conference on Machine Learning, 2016

SPICE: Semantic Propositional Image Caption Evaluation.

Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould

Proceedings of the Computer Vision - ECCV 2016, 2016

Discriminative Hierarchical Rank Pooling for Activity Recognition.

Basura Fernando, Peter Anderson, Marcus Hutter, Stephen Gould

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Dynamic Image Networks for Action Recognition.

Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi, Stephen Gould

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Joint cross-domain classification and subspace learning for unsupervised adaptation.

Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars

Pattern Recognit. Lett., 2015

Local Alignments for Fine-Grained Categorization.

Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars

Int. J. Comput. Vis., 2015

Location recognition over large time lags.

Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars

Comput. Vis. Image Underst., 2015

Guiding Long-Short Term Memory for Image Caption Generation.

Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars

CoRR, 2015

Object Class Detection and Classification using Multi Scale Gradient and Corner Point based Shape Descriptors.

Basura Fernando, Sezer Karaoglu, Sajib Kumar Saha

CoRR, 2015

MidRank: Learning to rank based on subsequences.

Basura Fernando, Efstratios Gavves, Damien Muselet, Tinne Tuytelaars

CoRR, 2015

Guiding the Long-Short Term Memory Model for Image Caption Generation.

Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning to Rank Based on Subsequences.

Basura Fernando, Efstratios Gavves, Damien Muselet, Tinne Tuytelaars

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Dataset fingerprints: Exploring image collections through data mining.

Konstantinos Rematas, Basura Fernando, Frank Dellaert, Tinne Tuytelaars

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Modeling video evolution for action recognition.

Basura Fernando, Efstratios Gavves, José Oramas M., Amir Ghodrati, Tinne Tuytelaars

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Mining Mid-level Features for Image Classification.

Basura Fernando, Élisa Fromont, Tinne Tuytelaars

Int. J. Comput. Vis., 2014

Joint cross-domain classification and subspace learning.

Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars

CoRR, 2014

Lost in the Past: Recognizing Locations Over Large Time Lags.

Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars

CoRR, 2014

Subspace Alignment For Domain Adaptation.

Basura Fernando, Amaury Habrard, Marc Sebban, Tinne Tuytelaars

CoRR, 2014

Color features for dating historical color images.

Basura Fernando, Damien Muselet, Rahat Khan, Tinne Tuytelaars

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

The AXES submissions at TRECVID 2013.

Robin Aly, Relja Arandjelovic, Ken Chatfield, Matthijs Douze, Basura Fernando, Zaïd Harchaoui, Kevin McGuinness, Noel E. O'Connor, Dan Oneata, Omkar M. Parkhi, Danila Potapov, Jérôme Revaud, Cordelia Schmid, Jochen Schwenninger, David Scott, Tinne Tuytelaars, Jakob Verbeek, Heng Wang, Andrew Zisserman

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Fine-Grained Categorization by Alignments.

Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars

Proceedings of the IEEE International Conference on Computer Vision, 2013

Mining Multiple Queries for Image Retrieval: On-the-Fly Learning of an Object-Specific Mid-level Representation.

Basura Fernando, Tinne Tuytelaars

Proceedings of the IEEE International Conference on Computer Vision, 2013

Unsupervised Visual Domain Adaptation Using Subspace Alignment.

Basura Fernando, Amaury Habrard, Marc Sebban, Tinne Tuytelaars

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Supervised learning of Gaussian mixture models for visual vocabulary generation.

Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban

Pattern Recognit., 2012

AXES at TRECVID 2012: KIS, INS, and MED.

Robin Aly, Kevin McGuinness, Shu Chen, Noel E. O'Connor, Ken Chatfield, Omkar M. Parkhi, Relja Arandjelovic, Andrew Zisserman, Basura Fernando, Tinne Tuytelaars, Dan Oneata, Matthijs Douze, Jérôme Revaud, Jochen Schwenninger, Danila Potapov, Heng Wang, Zaïd Harchaoui, Jakob Verbeek, Cordelia Schmid

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Effective Use of Frequent Itemset Mining for Image Classification.

Basura Fernando, Élisa Fromont, Tinne Tuytelaars

Proceedings of the Computer Vision - ECCV 2012, 2012

Discriminative feature fusion for image classification.

Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Detecting Text in Natural Scenes Based on a Reduction of Photometric Effects: Problem of Text Detection.

Alain Trémeau, Basura Fernando, Sezer Karaoglu, Damien Muselet

Proceedings of the Computational Color Imaging - Third International Workshop, 2011

Color Correction: A Novel Weighted Von Kries Model Based on Memory Colors.

Alejandro Moreno, Basura Fernando, Bismillah Kani, Sajib Saha, Sezer Karaoglu

Proceedings of the Computational Color Imaging - Third International Workshop, 2011

2010

A Novel Algorithm for Text Detection and Localization in Natural Scene Images.

Sezer Karaoglu, Basura Fernando, Alain Trémeau

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010