Basura Fernando

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 101

Top Venues

Publications

Vincent Tao Hu, Di Wu, Yuki Markus Asano, Pascal Mettes, Basura Fernando, Björn Ommer, Cees Snoek
Flow Matching for Conditional Text Generation in a Few Sampling Steps. EACL (2) (2024)
Debaditya Roy, Ramanathan Rajendiran, Basura Fernando
Interaction Region Visual Transformer for Egocentric Action Anticipation. WACV (2024)
Jonathan Burton-Barr, Basura Fernando, Deepu Rajan
Activation Control of Vision Models for Sustainable AI Systems. IEEE Trans. Artif. Intell. 5 (7) (2024)
Dhruv Verma, Debaditya Roy, Basura Fernando
Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos. CoRR (2024)
Ting En Lam, Yuhan Chen, Elston Tan, Eric Peh, Ruirui Chen, Paritosh Parmar, Basura Fernando
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes. CoRR (2024)
Eric Peh, Paritosh Parmar, Basura Fernando
Learning to Visually Connect Actions and their Effects. CoRR (2024)
Ee Yeo Keat, Zhang Hao, Alexander Matyasko, Basura Fernando
Zero Shot Open-ended Video Inference. CoRR (2024)
Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen
Semi-supervised multimodal coreference resolution in image narrations. EMNLP (2023)
Hao Zhang, Basura Fernando
Fine-Grained Regional Prompt Tuning for Visual Abductive Reasoning. CoRR (2023)
Ishaan Singh Rawal, Shantanu Jaiswal, Basura Fernando, Cheston Tan
Revealing the Illusion of Joint Multimodal Understanding in VideoQA Models. CoRR (2023)
Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen
Semi-supervised multimodal coreference resolution in image narrations. CoRR (2023)
Debaditya Roy, Dhruv Verma, Basura Fernando
ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition. CoRR (2023)
Samitha Herath, Basura Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram Khadivi, Mehrtash Harandi, Hamid Rezatofighi, Gholamreza Haffari
Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation. ICCV (2023)
Ramanathan Rajendiran, Debaditya Roy, Basura Fernando
Modelling Spatio-Temporal Interactions for Compositional Action Recognition. CoRR (2023)
Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen
Who are you referring to? Coreference resolution in image narrations. ICCV (2023)
Vincent Tao Hu, Wenzhe Yin, Pingchuan Ma, Yunlu Chen, Basura Fernando, Yuki M. Asano, Efstratios Gavves, Pascal Mettes, Björn Ommer, Cees G. M. Snoek
Motion Flow Matching for Human Motion Synthesis and Editing. CoRR (2023)
Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya Takamura, Qi Wu
Memory-efficient Temporal Moment Localization in Long Videos. EACL (2023)
Clement Tan, Chai Kiat Yeo, Cheston Tan, Basura Fernando
Abductive Action Inference. CoRR (2022)
Shantanu Jaiswal, Basura Fernando, Cheston Tan
TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs. ECCV (25) (2022)
Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves
3D Equivariant Graph Implicit Functions. ECCV (3) (2022)
Debaditya Roy, Basura Fernando
Predicting the Next Action by Modeling the Abstract Goal. CoRR (2022)
Kian Boon Koh, Basura Fernando
Consistency Regularization for Domain Adaptation. ECCV Workshops (8) (2022)
Siyuan Brandon Loh, Debaditya Roy, Basura Fernando
Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks. CVPR Workshops (2022)
Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves
3D Equivariant Graph Implicit Functions. CoRR (2022)
Thanh-Son Nguyen, Basura Fernando
Effective Multimodal Encoding for Image Paragraph Captioning. IEEE Trans. Image Process. 31 (2022)
Kian Boon Koh, Basura Fernando
Consistency Regularization for Domain Adaptation. CoRR (2022)
Debaditya Roy, Ramanathan Rajendiran, Basura Fernando
Interaction Visual Transformer for Egocentric Action Anticipation. CoRR (2022)
Debaditya Roy, Basura Fernando
Action anticipation using latent goal learning. WACV (2022)
Clement Tan, Chai Kiat Yeo, Cheston Tan, Basura Fernando
Self-Supervised Superpixel Correspondences For Video Object Segmentation. VSIP (2022)
Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen
Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation. CVPR (2022)
Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen
Who are you referring to? Weakly supervised coreference resolution with multimodal grounding. CoRR (2022)
Basura Fernando, Samitha Herath
Anticipating Human Actions by Correlating Past With the Future With Jaccard Similarity Measures. CVPR (2021)
Shantanu Jaiswal, Basura Fernando, Cheston Tan
TDAN: Top-Down Attention Networks for Enhanced Feature Selectivity in CNNs. CoRR (2021)
Yan Bin Ng, Basura Fernando
Weakly supervised action segmentation with effective use of attention and self-attention. Comput. Vis. Image Underst. 213 (2021)
Vinoj Jayasundara, Debaditya Roy, Basura Fernando
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition. WACV (2021)
Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya Takamura, Qi Wu
LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach. CoRR (2021)
Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould
DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video. WACV (2021)
Basura Fernando, Samitha Herath
Anticipating human actions by correlating past with the future with Jaccard similarity measures. CoRR (2021)
Haziq Razali, Basura Fernando
A Log-likelihood Regularized KL Divergence for Video Prediction With a 3D Convolutional Variational Recurrent Network. WACV (Workshops) (2021)
Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen
Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation. CoRR (2021)
Debaditya Roy, Basura Fernando
Action Anticipation Using Pairwise Human-Object Interactions and Transformers. IEEE Trans. Image Process. 30 (2021)
Yunlu Chen, Basura Fernando, Hakan Bilen, Thomas Mensink, Efstratios Gavves
Neural Feature Matching in Implicit 3D Representations. ICML (2021)
Yan Bin Ng, Basura Fernando
Action Forecasting with Feature-wise Self-Attention. CoRR (2021)
Yan Bin Ng, Basura Fernando
Forecasting Future Action Sequences With Attention: A New Approach to Weakly Supervised Action Forecasting. IEEE Trans. Image Process. 29 (2020)
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould
Inferring Temporal Compositions of Actions Using Probabilistic Automata. CVPR Workshops (2020)
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould
Inferring Temporal Compositions of Actions Using Probabilistic Automata. CoRR (2020)
Basura Fernando, Cheston Yin Chet Tan, Hakan Bilen
Weakly Supervised Gaussian Networks for Action Detection. WACV (2020)
Xin Yu, Fatih Porikli, Basura Fernando, Richard Hartley
Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks. Int. J. Comput. Vis. 128 (2) (2020)
Shantanu Jaiswal, Dongkyu Choi, Basura Fernando
What do CNNs gain by imitating the visual development of primate infants? BMVC (2020)
Arushi Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen
Injecting Prior Knowledge into Image Caption Generation. ECCV Workshops (2) (2020)
Vinoj Jayasundara, Debaditya Roy, Basura Fernando
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition. CoRR (2020)
Xin Yu, Basura Fernando, Richard Hartley, Fatih Porikli
Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes. IEEE Trans. Pattern Anal. Mach. Intell. 42 (11) (2020)
Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould
DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video. CoRR (2020)
Shantanu Jaiswal, Dongkyu Choi, Basura Fernando
How does simulating aspects of primate infant visual development inform training of CNNs? CogSci (2020)
Desmond C. Ong, Marie Therese Quieta, Basura Fernando
Intention Inference in a Dynamic Multi-Goal Environment. CogSci (2020)
Haziq Razali, Basura Fernando
A Log-likelihood Regularized KL Divergence for Video Prediction with A 3D Convolutional Variational Recurrent Network. CoRR (2020)
Arushi Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen
Learning to Caption Images with Two-Stream Attention and Sentence Auto-Encoder. CoRR (2019)
Yan Bin Ng, Basura Fernando
Human Action Sequence Classification. CoRR (2019)
Basura Fernando, Cheston Yin Chet Tan, Hakan Bilen
Weakly Supervised Gaussian Networks for Action Detection. CoRR (2019)
Samitha Herath, Basura Fernando, Mehrtash Harandi
Using temporal information for recognizing actions from still images. Pattern Recognit. 96 (2019)
Yuge Shi, Basura Fernando, Richard I. Hartley
Action Anticipation with RBF Kernelized Feature Mapping RNN. CoRR (2019)
Yan Bin Ng, Basura Fernando
Forecasting Future Sequence of Actions to Complete an Activity. CoRR (2019)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
Visual Permutation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 41 (12) (2019)
Samitha Herath, Mehrtash Harandi, Basura Fernando, Richard Nock
Min-Max Statistical Alignment for Transfer Learning. CVPR (2019)
Xin Yu, Basura Fernando, Bernard Ghanem, Fatih Porikli, Richard Hartley
Face Super-Resolution Guided by Facial Component Heatmaps. ECCV (9) (2018)
Cristian Rodriguez Opazo, Basura Fernando, Hongdong Li
Action Anticipation By Predicting Future Dynamic Images. CoRR (2018)
Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, Yogesan Kanagasingam
Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine. J. Digit. Imaging 31 (6) (2018)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
Neural Algebra of Classifiers. WACV (2018)
Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi
Action Recognition with Dynamic Image Networks. IEEE Trans. Pattern Anal. Mach. Intell. 40 (12) (2018)
Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson
VIENA2: A Driving Anticipation Dataset. CoRR (2018)
Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson
VIENA ^2 : A Driving Anticipation Dataset. ACCV (1) (2018)
Yuge Shi, Basura Fernando, Richard Hartley
Action Anticipation with RBF Kernelized Feature Mapping RNN. ECCV (10) (2018)
Cristian Rodriguez Opazo, Basura Fernando, Hongdong Li
Action Anticipation by Predicting Future Dynamic Images. ECCV Workshops (3) (2018)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
Neural Algebra of Classifiers. CoRR (2018)
Shihao Jiang, Richard Hartley, Basura Fernando
Kernel Support Vector Machines and Convolutional Neural Networks. DICTA (2018)
Xin Yu, Basura Fernando, Richard Hartley, Fatih Porikli
Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes. CVPR (2018)
Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, Yogesan Kanagasingam
Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening. CoRR (2017)
Basura Fernando, Stephen Gould
Discriminatively Learned Hierarchical Rank Pooling Networks. CoRR (2017)
Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould
Generalized Rank Pooling for Activity Recognition. CVPR (2017)
Basura Fernando, Efstratios Gavves, José Oramas Mogrovejo, Amir Ghodrati, Tinne Tuytelaars
Rank Pooling for Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 39 (4) (2017)
Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould
Guided Open Vocabulary Image Captioning with Constrained Beam Search. EMNLP (2017)
Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould
Generalized Rank Pooling for Activity Recognition. CoRR (2017)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
DeepPermNet: Visual Permutation Learning. CVPR (2017)
Basura Fernando, Sareh Shirazi, Stephen Gould
Unsupervised Human Action Detection by Action Matching. CVPR Workshops (2017)
Mohammad Sadegh Ali Akbarian, Fatemehsadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson
Encouraging LSTMs to Anticipate Actions Very Early. CoRR (2017)
Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould
Self-Supervised Video Representation Learning with Odd-One-Out Networks. CVPR (2017)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
DeepPermNet: Visual Permutation Learning. CoRR (2017)
Basura Fernando, Stephen Gould
Discriminatively Learned Hierarchical Rank Pooling Networks. Int. J. Comput. Vis. 124 (3) (2017)
Mohammad Sadegh Ali Akbarian, Fatemehsadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson
Encouraging LSTMs to Anticipate Actions Very Early. ICCV (2017)
Basura Fernando, Peter Anderson, Marcus Hutter, Stephen Gould
Discriminative Hierarchical Rank Pooling for Activity Recognition. CVPR (2016)
Stephen Gould, Basura Fernando, Anoop Cherian, Peter Anderson, Rodrigo Santa Cruz, Edison Guo
On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization. CoRR (2016)
Mehrtash Harandi, Basura Fernando
Generalized BackPropagation, Étude De Cas: Orthogonality. CoRR (2016)
Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi, Stephen Gould
Dynamic Image Networks for Action Recognition. CVPR (2016)
Mohammad Sadegh Ali Akbarian, Fatemehsadat Saleh, Basura Fernando, Mathieu Salzmann, Lars Petersson, Lars Andersson
Deep Action- and Context-Aware Sequence Learning for Activity Recognition and Anticipation. CoRR (2016)
Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi
Action Recognition with Dynamic Image Networks. CoRR (2016)
Basura Fernando, Sareh Shirazi, Stephen Gould
Unsupervised Human Action Detection by Action Matching. CoRR (2016)
Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould
Guided Open Vocabulary Image Captioning with Constrained Beam Search. CoRR (2016)
Basura Fernando, Stephen Gould
Learning End-to-end Video Classification with Rank-Pooling. ICML (2016)
Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould
Self-Supervised Video Representation Learning With Odd-One-Out Networks. CoRR (2016)
Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould
SPICE: Semantic Propositional Image Caption Evaluation. ECCV (5) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Basura Fernando