Basura Fernando · Agency for Science, Technology and Research

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Academic lineage

Possible advisorsa guess from early papers, not confirmed

T. Tuytelaars
Possible advisor · last author on 11 of their early first-author papers, 2012–2015
Suggested from co-authorship

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Works142 from public data

TitleCited by

SPICE: Semantic Propositional Image Caption Evaluation
Peter Anderson, Basura Fernando, Mark Johnson, S. Gould
Lecture notes in computer science · 2016
2,400
Unsupervised Visual Domain Adaptation Using Subspace Alignment
Basura Fernando, Amaury Habrard, M. Sebban, T. Tuytelaars
IEEE International Conference on Computer Vision (ICCV) · 2013
1,398
Modeling video evolution for action recognition
Basura Fernando, E. Gavves, M. Jose Oramas, Amir Ghodrati, T. Tuytelaars
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2015
620
Dynamic Image Networks for Action Recognition
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2016
604
Self-Supervised Video Representation Learning with Odd-One-Out Networks
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2017
452
Guiding the Long-Short Term Memory Model for Image Caption Generation
Xu Jia, E. Gavves, Basura Fernando, T. Tuytelaars
IEEE International Conference on Computer Vision (ICCV) · 2015
441
Rank Pooling for Action Recognition
Basura Fernando, E. Gavves, José Oramas, Amir Ghodrati, T. Tuytelaars
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016
319
Action Recognition with Dynamic Image Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017
261
Guided Open Vocabulary Image Captioning with Constrained Beam Search
Peter Anderson, Basura Fernando, Mark Johnson, S. Gould
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2017
260
Face Super-Resolution Guided by Facial Component Heatmaps
Xin Yu, Basura Fernando, Bernard Ghanem, F. Porikli, R. Hartley
Lecture notes in computer science · 2018
247
Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes
Xin Yu, Basura Fernando, R. Hartley, F. Porikli
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2018
206
Fine-Grained Categorization by Alignments
E. Gavves, Basura Fernando, Cees G. M. Snoek, A. Smeulders, T. Tuytelaars
IEEE International Conference on Computer Vision (ICCV) · 2013
200
Encouraging LSTMs to Anticipate Actions Very Early
M. S. Aliakbarian, F. Saleh, M. Salzmann, Basura Fernando, L. Petersson, Lars Andersson
IEEE International Conference on Computer Vision (ICCV) · 2017
184
Discriminative Hierarchical Rank Pooling for Activity Recognition
Basura Fernando, Peter Anderson, Marcus Hutter, S. Gould
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2016
114
On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization
arXiv · 2016
114
DeepPermNet: Visual Permutation Learning
Rodrigo Santa Cruz, Basura Fernando, A. Cherian, S. Gould
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2017
109
Discriminative feature fusion for image classification
Basura Fernando, Élisa Fromont, D. Muselet, M. Sebban
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2012
98
Learning end-to-end video classification with rank-pooling
Basura Fernando, S. Gould
International Conference on Machine Learning · 2016
96
Effective Use of Frequent Itemset Mining for Image Classification
Basura Fernando, Élisa Fromont, T. Tuytelaars
Lecture notes in computer science · 2012
89
Action Anticipation with RBF Kernelized Feature Mapping RNN
Yuge Shi, Basura Fernando, R. Hartley
Lecture notes in computer science · 2018
87
Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine
Sajib Saha, Basura Fernando, Jorge A. Cuadros, D. Xiao, Y. Kanagasingam
Journal of Imaging Informatics in Medicine · 2018
87
Generalized Rank Pooling for Activity Recognition
A. Cherian, Basura Fernando, Mehrtash Harandi, S. Gould
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2017
87
Mining Mid-level Features for Image Classification
Basura Fernando, Élisa Fromont, T. Tuytelaars
International Journal of Computer Vision · 2014
86
Local Alignments for Fine-Grained Categorization
E. Gavves, Basura Fernando, Cees G. M. Snoek, A. Smeulders, T. Tuytelaars
International Journal of Computer Vision · 2014
81
Guiding Long-Short Term Memory for Image Caption Generation
arXiv · 2015
73
Anticipating human actions by correlating past with the future with Jaccard similarity measures
Basura Fernando, Samitha Herath
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2021
72
Visual Permutation Learning
Rodrigo Santa Cruz, Basura Fernando, A. Cherian, S. Gould
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018
67
Action Anticipation by Predicting Future Dynamic Images
Cristian Rodriguez-Opazo, Basura Fernando, Hongdong Li
Lecture notes in computer science · 2019
66
Joint cross-domain classification and subspace learning for unsupervised adaptation
Basura Fernando, T. Tommasi, T. Tuytelaars
Pattern Recognition Letters · 2015
60
Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes
Xin Yu, Basura Fernando, R. Hartley, F. Porikli
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019
54
VIENA $$^2$$ : A Driving Anticipation Dataset
M. S. Aliakbarian, F. Saleh, M. Salzmann, Basura Fernando, L. Petersson, Lars Andersson
Lecture notes in computer science · 2019
53
Mining Multiple Queries for Image Retrieval: On-the-Fly Learning of an Object-Specific Mid-level Representation
Basura Fernando, T. Tuytelaars
IEEE International Conference on Computer Vision (ICCV) · 2013
52
Motion Flow Matching for Human Motion Synthesis and Editing
Vincent Tao Hu, Wenzhe Yin, Ping-Chuan Ma, Yunlu Chen, B. Fernando, Yuki M. Asano, E. Gavves, P. Mettes, +2 more
arXiv · 2023
50
Interaction Region Visual Transformer for Egocentric Action Anticipation
Debaditya Roy, Ramanathan Rajendiran, Basura Fernando
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2024
49
Supervised learning of Gaussian mixture models for visual vocabulary generation
Basura Fernando, Élisa Fromont, D. Muselet, M. Sebban
Pattern Recognition · 2011
47
DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video
Cristian Rodriguez-Opazo, Edison Marrese-Taylor, B. Fernando, Hongdong Li, Stephen Gould
IEEE Winter Conference on Applications of Computer Vision · 2021
44
Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks
Xin Yu, F. Porikli, Basura Fernando, R. Hartley
International Journal of Computer Vision · 2019
44
Generalized BackPropagation, Étude De Cas: Orthogonality
arXiv · 2016
43
Action Anticipation Using Pairwise Human-Object Interactions and Transformers
Debaditya Roy, Basura Fernando
IEEE Transactions on Image Processing · 2021
41
Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation
A. Goel, Basura Fernando, Frank Keller, Hakan Bilen
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2022
39
Subspace Alignment For Domain Adaptation
arXiv · 2014
38
The AXES submissions at TrecVid 2013
Robin Aly, Relja Arandjelović, Ken Chatfield, Matthijs Douze, Basura Fernando, Z. Harchaoui, Kevin McGuinness, N. O'Connor, +11 more
Dublin City University Open Access Institutional Repository (Dublin City University) · 2013
38
Forecasting Future Action Sequences With Attention: A New Approach to Weakly Supervised Action Forecasting
Y. Ng, Basura Fernando
IEEE Transactions on Image Processing · 2020
36
AXES at TRECVID 2012: KIS, INS, and MED
Robin Aly, Kevin McGuinness, Shu Chen, N. O'Connor, Ken Chatfield, Omkar M. Parkhi, Relja Arandjelović, Andrew Zisserman, +11 more
Arrow@dit (Dublin Institute of Technology) · 2012
35
Dataset fingerprints: Exploring image collections through data mining
Konstantinos Rematas, Basura Fernando, F. Dellaert, T. Tuytelaars
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2015
29
Location recognition over large time lags
Basura Fernando, T. Tommasi, T. Tuytelaars
Computer Vision and Image Understanding · 2015
29
Weakly Supervised Gaussian Networks for Action Detection
Basura Fernando, Cheston Tan Yin Chet, Hakan Bilen
IEEE Winter Conference on Applications of Computer Vision · 2020
25
Color features for dating historical color images
Basura Fernando, D. Muselet, Rahat Khan, T. Tuytelaars
Proceedings - International Conference on Image Processing · 2014
25
TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs
Shantanu Jaiswal, Basura Fernando, Cheston Tan
Lecture notes in computer science · 2022
24
Discriminatively Learned Hierarchical Rank Pooling Networks
Basura Fernando, S. Gould
International Journal of Computer Vision · 2017
24
Action anticipation using latent goal learning
Debaditya Roy, Basura Fernando
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022
23
Extreme Value Theory Based Text Binarization In Documents and Natural Scenes
Basura Fernando, Sezer Karaoglu, A. Trémeau
2010
21
A Novel Algorithm for Text Detection and Localization in Natural Scene Images
Sezer Karaoglu, Basura Fernando, A. Trémeau
International Conference on Digital Image Computing: Techniques and Applications (DICTA) · 2010
20
Kernel Support Vector Machines and Convolutional Neural Networks
Shihao Jiang, R. Hartley, Basura Fernando
Digital Image Computing: Techniques and Applications · 2018
19
Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks
S. Loh, Debaditya Roy, Basura Fernando
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022
18
FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data
Bin-Qian Xu, Xiang-Bo Shu, Haiyang Mei, Guosen Xie, Basura Fernando, M. Shou, Jinhui Tang
arXiv · 2024
16
Effective Multimodal Encoding for Image Paragraph Captioning
Thanh-Son Nguyen, Basura Fernando
IEEE Transactions on Image Processing · 2022
16
3D Equivariant Graph Implicit Functions
Lecture notes in computer science · 2022
15
Neural Algebra of Classifiers
Rodrigo Santa Cruz, Basura Fernando, A. Cherian, S. Gould
IEEE Winter Conference on Applications of Computer Vision · 2018
15
Unsupervised Human Action Detection by Action Matching
Basura Fernando, S. Shirazi, S. Gould
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2017
15
Learning to Rank Based on Subsequences
Basura Fernando, E. Gavves, D. Muselet, T. Tuytelaars
IEEE International Conference on Computer Vision (ICCV) · 2015
15
Does evolution cause a domain shift
Konstantinos Rematas, Basura Fernando, T. Tommasi, T. Tuytelaars
Lirias · 2013
14
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting
Bin-Qian Xu, Xiang-Bo Shu, Haiyang Mei, Ze-Chen Bai, Basura Fernando, M. Shou, Jinhui Tang
neural information processing systems · 2024
13
Min-Max Statistical Alignment for Transfer Learning
Samitha Herath, Mehrtash Harandi, Basura Fernando, R. Nock
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2019
13
Color Correction: A Novel Weighted Von Kries Model Based on Memory Colors
Alejandro Moreno, Basura Fernando, B. Kani, Sajib Saha, Sezer Karaoglu
Lecture notes in computer science · 2011
13
Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation
Samitha Herath, B. Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram Khadivi, Mehrtash Harandi, Hamid Rezatofighi, G. Haffari
IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
12
Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening
arXiv · 2017
12
Deep Action- and Context-Aware Sequence Learning for Activity Recognition and Anticipation
arXiv · 2016
12
Deep Learning for Automatic Detection and Classification of Microaneurysms, Hard and Soft Exudates, and Hemorrhages for Diabetic Retinopathy Diagnosis
Sajib Saha, Basura Fernando, D. Xiao, M. Tay-Kearney, Y. Kanagasingam
Investigative Ophthalmology & Visual Science · 2016
12
Memory-efficient Temporal Moment Localization in Long Videos
Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya Takamura, Qi Wu
Conference of the European Chapter of the Association for Computational Linguistics · 2023
11
Who are you referring to? Coreference resolution in image narrations
A. Goel, Basura Fernando, Frank Keller, Hakan Bilen
IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
11
Using temporal information for recognizing actions from still images
Samitha Herath, Basura Fernando, Mehrtash Harandi
Pattern Recognition · 2019
11
ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition
Debaditya Roy, Dhruv Verma, Basura Fernando
arXiv · 2023
10
Weakly supervised action segmentation with effective use of attention and self-attention
Y. Ng, Basura Fernando
Computer Vision and Image Understanding · 2021
10
Situational Scene Graph for Structured Human-Centric Situation Understanding
Chinthani Sugandhika, Chen Li, Deepu Rajan, Basura Fernando
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2025
8
Flow Matching for Conditional Text Generation in a Few Sampling Steps
Conference of the European Chapter of the Association for Computational Linguistics · 2024
8
Detecting Text in Natural Scenes Based on a Reduction of Photometric Effects: Problem of Text Detection
A. Trémeau, Basura Fernando, Sezer Karaoglu, D. Muselet
Lecture notes in computer science · 2011
8
Clothing Purification with Causality Meets Vision-Language Pretraining Models
Zhengwei Yang, Huilin Zhu, Nan Lei, B. Fernando, Zheng Wang
International Journal of Computer Vision · 2025
7
Imore: Implicit Program-Guided Reasoning for Human Motion QA
Chen Li, Chinthani Sugandhika, Y. Ee, Eric Peh, Hao Zhang, Hong Yang, Deepu Rajan, Basura Fernando
IEEE/CVF International Conference on Computer Vision (ICCV) · 2025
7
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition
Vinoj Jayasundara, Deb K. Roy, Basura Fernando
IEEE Winter Conference on Applications of Computer Vision · 2021
7
Injecting Prior Knowledge into Image Caption Generation
A. Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen
Lecture notes in computer science · 2020
7
RCA: Region Conditioned Adaptation for Visual Abductive Reasoning
Hao Zhang, Y. Ee, Basura Fernando
ACM International Conference on Multimedia (ACM MM) · 2024
6
Predicting the Next Action by Modeling the Abstract Goal
Lecture notes in computer science · 2024
6
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-ThirdInternational Joint Conference on Artificial Intelligence · 2024
6
A Log-likelihood Regularized KL Divergence for Video Prediction With a 3D Convolutional Variational Recurrent Network
Haziq Razali, Basura Fernando
2021 IEEE Winter Conference on Applications of Computer Vision Workshops (WACVW) · 2021
6
Unsupervised Domain Adaptation Based on Subspace Alignment
Basura Fernando, Rahaf Aljundi, R. Emonet, Amaury Habrard, M. Sebban, T. Tuytelaars
Advances in computer vision and pattern recognition · 2017
6
Deep Learning Based Decision Support System for Automated Diagnosis of Age-related Macular Degeneration (AMD)
Sajib Saha, Di Xiao, Basura Fernando, M. Tay-Kearney, D. An, D. An, Y. Kanagasingam
Investigative Ophthalmology & Visual Science · 2017
6
Know-Show: Benchmarking Video-Language Models on Spatio-Temporal Grounded Reasoning
Chinthani Sugandhika, Chen Li, Deepu Rajan, Basura Fernando
arXiv · 2025
5
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL) · 2025
5
Semi-supervised multimodal coreference resolution in image narrations
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2023
5
Consistency Regularization for Domain Adaptation
Lecture notes in computer science · 2023
5
PKR-QA: A Benchmark for Procedural Knowledge Reasoning with Knowledge Module Learning
Thanh-Son Nguyen, Hong Yang, Tzeh Yuan Neoh, Hao Zhang, Ee Yeo Keat, Basura Fernando
Proceedings of the AAAI Conference on Artificial Intelligence · 2026
4
Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos
Dhruv Verma, Debaditya Roy, Basura Fernando
International Journal of Computer Vision · 2025
4
You Only Communicate Once: One-shot Federated Low-Rank Adaptation of MLLM
Bin-Qian Xu, Haiyang Mei, Ze-Chen Bai, Jinjin Gong, Rui Yan, Guosen Xie, Ya-Zhou Yao, Basura Fernando, +1 more
neural information processing systems · 2025
4
Learning to Visually Connect Actions and Their Effects
Paritosh Parmar, Eric Peh, Basura Fernando
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2025
4
Activation Control of Vision Models for Sustainable AI Systems
Jonathan Burton-Barr, Basura Fernando, Deepu Rajan
IEEE Transactions on Artificial Intelligence · 2024
4
Lost in the Past: Recognizing Locations Over Large Time Lags.
Basura Fernando, T. Tommasi, T. Tuytelaars
arXiv · 2014
4
LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach
arXiv · 2021
3
Inferring Temporal Compositions of Actions Using Probabilistic Automata
Rodrigo Santa Cruz, A. Cherian, Basura Fernando, Dylan Campbell, S. Gould
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2020
3
Human Action Sequence Classification
arXiv · 2019
3
Accurate visual word construction using a supervised approach
Basura Fernando, Elisa Fromont, Damien Muselet, Marc Sebban
2010 25th International Conference of Image and Vision Computing New Zealand · 2010
3
Learning to Generate Long-term Future Narrations Describing Activities of Daily Living
Ramanathan Rajendiran, Debaditya Roy, Basura Fernando
arXiv · 2025
2
Effective Scene Graph Generation by Statistical Relation Distillation
Thanh-Son Nguyen, Hong Yang, Basura Fernando
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2025
2
Deduce and Select Evidences with Language Models for Training-Free Video Goal Inference
Y. Ee, Hao Zhang, Alexander Matyasko, Basura Fernando
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2025
2
Cross-Modal Few-Shot Learning: a Generative Transfer Learning Framework
Zhengwei Yang, Yuke Li, Qiang Sun, B. Fernando, Heng Huang, Zheng Wang
arXiv · 2024
2
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios
neural information processing systems · 2024
2
Neural Feature Matching in Implicit 3D Representations
UvA-DARE (University of Amsterdam) · 2021
2
Forecasting Future Sequence of Actions to Complete an Activity.
Y. Ng, Basura Fernando
arXiv · 2019
2
Deep Multiple Instance Learning with Gaussian Weighting
Basura Fernando, Hakan Bilen
2019
2
Joint cross-domain classification and subspace learning.
Basura Fernando, T. Tommasi, T. Tuytelaars
arXiv · 2014
2
Explicit World Models for Reliable Human-Robot Collaboration
Kenneth Kwok, Basura Fernando, Qianli Xu, Vigneshwaran Subbaraju, Dongkyu Choi, B. Quek
arXiv · 2026
1
H-GRPO: Permutation-Invariant Reinforcement Learning for Grounded Visual Reasoning
Eric Peh, Debaditya Roy, Basura Fernando
arXiv · 2026
1
ERQA-Plus: A Diagnostic Benchmark for Reasoning in Embodied AI
Hong Yang, Basura Fernando
arXiv · 2026
1
Inferring Past Human Actions in Homes with Abductive Reasoning
Clement Tan, C. Yeo, Cheston Tan, Basura Fernando
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2025
1
Modelling Spatio-Temporal Interactions For Compositional Action Recognition
Ramanathan Rajendiran, Debaditya Roy, Basura Fernando
arXiv · 2023
1
DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video
arXiv · 2020
1
What do CNNs gain by imitating the visual development of primate infants?
Shantanu Jaiswal, Dongkyu Choi, Basura Fernando
British Machine Vision Conference (BMVC) · 2020
1
Object Class Detection and Classification using Multi Scale Gradient and Corner Point based Shape Descriptors
arXiv · 2015
1
VOST-SGG: VLM-Aided One-Stage Spatio-Temporal Scene Graph Generation
SSRN Electronic Journal · 2026
–
PointTFA$^{m}$: Multi-Modal, Training-Free Adaptation for Point Cloud Understanding
Jinmeng Wu, Youxiang Hu, Chong Cao, Hao Zhang, Basura Fernando, Yanbin Hao, Hanyu Hong
IEEE Transactions on Multimedia · 2026
–
Corrupting Attention: Evasion-Based Adversarial Attacks on Encoder Attention in Detection Transformers
arXiv · 2026
–
FedIGA: Improving Global Model Aggregation for Federated Self-Supervised Skeletal Action Recognition
Bin-Qian Xu, Xiang-Bo Shu, Chun-Mei Feng, Basura Fernando, M. Shou
IEEE Transactions on Multimedia · 2026
–
Improving Temporal Action Segmentation via Constraint-Aware Decoding
Lecture notes in computer science · 2026
–
Diagram-Driven Course Questions Generation
Xinyu Zhang, Ling-Ling Zhang, Yanrui Wu, Mu-Ye Huang, Wenjun Wu, Bo Li, Shaowei Wang, Basura Fernando, +1 more
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2025
–
Improving Open-vocabulary Video Visual Relation Detection with Decomposed Prompt Learning and Relation Adjustment
Ming Pei, Yi Tan, Yan-Bin Hao, Hao Zhang, Jinmeng Wu, Basura Fernando, Xun Yang
IEEE International Conference on Acoustics Speech and Signal Processing · 2025
–
Mitigating Easy Option Bias in Multiple-Choice Question Answering
arXiv · 2025
–
CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
neural information processing systems · 2025
–
HMR3D: Hierarchical Multimodal Representation for 3D Scene Understanding with Large Vision-Language Model
Chen Li, Eric Peh, Basura Fernando
arXiv · 2025
–
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes
neural information processing systems · 2024
–
Training-Free Action Recognition and Goal Inference with Dynamic Frame Selection
Ee Yeo Keat, Hao Zhang, Alexander Matyasko, Basura Fernando
arXiv · 2024
–
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion
arXiv · 2023
–
Self-Supervised Superpixel Correspondences For Video Object Segmentation
Clement Tan, C. Yeo, Cheston Tan, Basura Fernando
International Conference on Video, Signal and Image Processing (VSIP) · 2022
–
TDAN: Top-Down Attention Networks for Enhanced Feature Selectivity in CNNs.
arXiv · 2021
–
Action Forecasting with Feature-wise Self-Attention
arXiv · 2021
–
Intention Inference in a Dynamic Multi-Goal Environment.
eScholarship (California Digital Library) · 2020
–
How does simulating aspects of primate infant visual development inform training of CNNs
Cognitive Science · 2020
–
Learning to Caption Images with Two-Stream Attention and Sentence Auto-Encoder
A. Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen
arXiv · 2019
–
行動認識のためのランクプーリング【Powered by NICT】
Fernando Basura, Gavves Efstratios, Oramas M. Jose Oramas, G. Amir, Tuytelaars Tinne
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017
–
MidRank: Learning to rank based on subsequences
arXiv · 2015
–
AXES at TRECVid 2013
University of Twente Research Information · 2013
–
Effective Use of Frequent Itemset Mining for Image Classication
HAL (Le Centre pour la Communication Scientifique Directe) · 2012
–
Text segmentation in natural images robust to photometric effects
A. Trémeau, Basura Fernando, Sezer Karaoglu, D. Muselet
HAL (Le Centre pour la Communication Scientifique Directe) · 2011
–

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar; position from the scholar’s ORCID record, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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