A Novel Algorithm for Text Detection and Localization in Natural Scene Images. - Sezer Karaoglu; Basura Fernando; Alain Trémeau (DICTA, 2010)

Color Correction: A Novel Weighted Von Kries Model Based on Memory Colors. - Alejandro Moreno; Basura Fernando; Bismillah Kani; Sajib Saha; Sezer Karaoglu (CCIW, 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 (CCIW, 2011)

Discriminative feature fusion for image classification. - Basura Fernando; Élisa Fromont; Damien Muselet; Marc Sebban (CVPR, 2012)

Effective Use of Frequent Itemset Mining for Image Classification. - Basura Fernando; Élisa Fromont; Tinne Tuytelaars (ECCV (1), 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; et al. (TRECVID, 2012)

Supervised learning of Gaussian mixture models for visual vocabulary generation. - Basura Fernando; Élisa Fromont; Damien Muselet; Marc Sebban (Pattern Recognit., 2012)

Unsupervised Visual Domain Adaptation Using Subspace Alignment. - Basura Fernando; Amaury Habrard; Marc Sebban; Tinne Tuytelaars (ICCV, 2013)

Mining Multiple Queries for Image Retrieval: On-the-Fly Learning of an Object-Specific Mid-level Representation. - Basura Fernando; Tinne Tuytelaars (ICCV, 2013)

Fine-Grained Categorization by Alignments. - Efstratios Gavves; Basura Fernando; Cees G. M. Snoek; Arnold W. M. Smeulders; Tinne Tuytelaars (ICCV, 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; et al. (TRECVID, 2013)

Color features for dating historical color images. - Basura Fernando; Damien Muselet; Rahat Khan; Tinne Tuytelaars (ICIP, 2014)

Subspace Alignment For Domain Adaptation. - Basura Fernando; Amaury Habrard; Marc Sebban; Tinne Tuytelaars (CoRR, 2014)

Lost in the Past: Recognizing Locations Over Large Time Lags. - Basura Fernando; Tatiana Tommasi; Tinne Tuytelaars (CoRR, 2014)

Joint cross-domain classification and subspace learning. - Basura Fernando; Tatiana Tommasi; Tinne Tuytelaars (CoRR, 2014)

Mining Mid-level Features for Image Classification. - Basura Fernando; Élisa Fromont; Tinne Tuytelaars (Int. J. Comput. Vis., 2014)

Modeling video evolution for action recognition. - Basura Fernando; Efstratios Gavves; José Oramas M.; Amir Ghodrati; Tinne Tuytelaars (CVPR, 2015)

Dataset fingerprints: Exploring image collections through data mining. - Konstantinos Rematas; Basura Fernando; Frank Dellaert; Tinne Tuytelaars (CVPR, 2015)

Learning to Rank Based on Subsequences. - Basura Fernando; Efstratios Gavves; Damien Muselet; Tinne Tuytelaars (ICCV, 2015)

Guiding the Long-Short Term Memory Model for Image Caption Generation. - Xu Jia 012; Efstratios Gavves; Basura Fernando; Tinne Tuytelaars (ICCV, 2015)

MidRank: Learning to rank based on subsequences. - Basura Fernando; Efstratios Gavves; Damien Muselet; 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)

Guiding Long-Short Term Memory for Image Caption Generation. - Xu Jia 012; Efstratios Gavves; Basura Fernando; Tinne Tuytelaars (CoRR, 2015)

Location recognition over large time lags. - Basura Fernando; Tatiana Tommasi; Tinne Tuytelaars (Comput. Vis. Image Underst., 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)

Joint cross-domain classification and subspace learning for unsupervised adaptation. - Basura Fernando; Tatiana Tommasi; Tinne Tuytelaars (Pattern Recognit. Lett., 2015)

Dynamic Image Networks for Action Recognition. - Hakan Bilen; Basura Fernando; Efstratios Gavves; Andrea Vedaldi; Stephen Gould (CVPR, 2016)

Discriminative Hierarchical Rank Pooling for Activity Recognition. - Basura Fernando; Peter Anderson 001; Marcus Hutter; Stephen Gould (CVPR, 2016)

SPICE: Semantic Propositional Image Caption Evaluation. - Peter Anderson 001; Basura Fernando; Mark Johnson 001; Stephen Gould (ECCV (5), 2016)

Learning End-to-end Video Classification with Rank-Pooling. - Basura Fernando; Stephen Gould (ICML, 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)

On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization. - Stephen Gould; Basura Fernando; Anoop Cherian; Peter Anderson 001; Rodrigo Santa Cruz; Edison Guo (CoRR, 2016)

Generalized BackPropagation, Étude De Cas: Orthogonality. - Mehrtash Harandi; Basura Fernando (CoRR, 2016)

Generalized Rank Pooling for Activity Recognition. - Anoop Cherian; Basura Fernando; Mehrtash Harandi; Stephen Gould (CVPR, 2017)

DeepPermNet: Visual Permutation Learning. - Rodrigo Santa Cruz; Basura Fernando; Anoop Cherian; Stephen Gould (CVPR, 2017)

Self-Supervised Video Representation Learning with Odd-One-Out Networks. - Basura Fernando; Hakan Bilen; Efstratios Gavves; Stephen Gould (CVPR, 2017)

Unsupervised Human Action Detection by Action Matching. - Basura Fernando; Sareh Shirazi; Stephen Gould (CVPR Workshops, 2017)

Guided Open Vocabulary Image Captioning with Constrained Beam Search. - Peter Anderson 001; Basura Fernando; Mark Johnson 001; Stephen Gould (EMNLP, 2017)

Encouraging LSTMs to Anticipate Actions Very Early. - Mohammad Sadegh Ali Akbarian; Fatemehsadat Saleh; Mathieu Salzmann; Basura Fernando; Lars Petersson; Lars Andersson (ICCV, 2017)

Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening. - Sajib Kumar Saha; Basura Fernando; Jorge Cuadros; Di Xiao 004; Yogesan Kanagasingam (CoRR, 2017)

Discriminatively Learned Hierarchical Rank Pooling Networks. - Basura Fernando; Stephen Gould (Int. J. Comput. Vis., 2017)

Rank Pooling for Action Recognition. - Basura Fernando; Efstratios Gavves; José Oramas Mogrovejo; Amir Ghodrati; Tinne Tuytelaars (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Unsupervised Domain Adaptation Based on Subspace Alignment. - Basura Fernando; Rahaf Aljundi; Rémi Emonet; Amaury Habrard; Marc Sebban; Tinne Tuytelaars (Domain Adaptation in Computer Vision Applications, 2017)

VIENA ^2 : A Driving Anticipation Dataset. - Mohammad Sadegh Aliakbarian; Fatemeh Sadat Saleh; Mathieu Salzmann; Basura Fernando; Lars Petersson; Lars Andersson (ACCV (1), 2018)

Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes. - Xin Yu 002; Basura Fernando; Richard Hartley 001; Fatih Porikli (CVPR, 2018)

Kernel Support Vector Machines and Convolutional Neural Networks. - Shihao Jiang; Richard Hartley 001; Basura Fernando (DICTA, 2018)

Action Anticipation by Predicting Future Dynamic Images. - Cristian Rodriguez Opazo; Basura Fernando; Hongdong Li (ECCV Workshops (3), 2018)

Action Anticipation with RBF Kernelized Feature Mapping RNN. - Yuge Shi; Basura Fernando; Richard Hartley 001 (ECCV (10), 2018)

Face Super-Resolution Guided by Facial Component Heatmaps. - Xin Yu 002; Basura Fernando; Bernard Ghanem; Fatih Porikli; Richard Hartley 001 (ECCV (9), 2018)

Neural Algebra of Classifiers. - Rodrigo Santa Cruz; Basura Fernando; Anoop Cherian; Stephen Gould (WACV, 2018)

VIENA2: A Driving Anticipation Dataset. - Mohammad Sadegh Aliakbarian; Fatemeh Sadat Saleh; Mathieu Salzmann; Basura Fernando; Lars Petersson; Lars Andersson (CoRR, 2018)

Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine. - Sajib Kumar Saha; Basura Fernando; Jorge Cuadros; Di Xiao 004; Yogesan Kanagasingam (J. Digit. Imaging, 2018)

Action Recognition with Dynamic Image Networks. - Hakan Bilen; Basura Fernando; Efstratios Gavves; Andrea Vedaldi (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Min-Max Statistical Alignment for Transfer Learning. - Samitha Herath; Mehrtash Harandi; Basura Fernando; Richard Nock (CVPR, 2019)

Human Action Sequence Classification. - 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 001; Hakan Bilen (CoRR, 2019)

Forecasting Future Sequence of Actions to Complete an Activity. - Yan Bin Ng; Basura Fernando (CoRR, 2019)

Visual Permutation Learning. - Rodrigo Santa Cruz; Basura Fernando; Anoop Cherian; Stephen Gould (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Using temporal information for recognizing actions from still images. - Samitha Herath; Basura Fernando; Mehrtash Harandi (Pattern Recognit., 2019)

What do CNNs gain by imitating the visual development of primate infants? - Shantanu Jaiswal; Dongkyu Choi; Basura Fernando (BMVC, 2020)

How does simulating aspects of primate infant visual development inform training of CNNs? - Shantanu Jaiswal; Dongkyu Choi; Basura Fernando (CogSci, 2020)

Intention Inference in a Dynamic Multi-Goal Environment. - Desmond C. Ong; Marie Therese Quieta; Basura Fernando (CogSci, 2020)

Inferring Temporal Compositions of Actions Using Probabilistic Automata. - Rodrigo Santa Cruz; Anoop Cherian; Basura Fernando; Dylan Campbell; Stephen Gould (CVPR Workshops, 2020)

Injecting Prior Knowledge into Image Caption Generation. - Arushi Goel; Basura Fernando; Thanh-Son Nguyen 001; Hakan Bilen (ECCV Workshops (2), 2020)

Weakly Supervised Gaussian Networks for Action Detection. - Basura Fernando; Cheston Yin Chet Tan; Hakan Bilen (WACV, 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)

Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks. - Xin Yu 002; Fatih Porikli; Basura Fernando; Richard Hartley 001 (Int. J. Comput. Vis., 2020)

Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes. - Xin Yu 002; Basura Fernando; Richard Hartley 001; Fatih Porikli (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Anticipating Human Actions by Correlating Past With the Future With Jaccard Similarity Measures. - Basura Fernando; Samitha Herath (CVPR, 2021)

Neural Feature Matching in Implicit 3D Representations. - Yunlu Chen; Basura Fernando; Hakan Bilen; Thomas Mensink; Efstratios Gavves (ICML, 2021)

FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition. - Vinoj Jayasundara 001; Debaditya Roy; Basura Fernando (WACV, 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 (WACV, 2021)

A Log-likelihood Regularized KL Divergence for Video Prediction With a 3D Convolutional Variational Recurrent Network. - Haziq Razali; Basura Fernando (WACV (Workshops), 2021)

Action Forecasting with Feature-wise Self-Attention. - Yan Bin Ng; Basura Fernando (CoRR, 2021)

TDAN: Top-Down Attention Networks for Enhanced Feature Selectivity in CNNs. - Shantanu Jaiswal; Basura Fernando; Cheston Tan (CoRR, 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 001 (CoRR, 2021)

Weakly supervised action segmentation with effective use of attention and self-attention. - Yan Bin Ng; Basura Fernando (Comput. Vis. Image Underst., 2021)

Action Anticipation Using Pairwise Human-Object Interactions and Transformers. - Debaditya Roy; Basura Fernando (IEEE Trans. Image Process., 2021)

Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation. - Arushi Goel; Basura Fernando; Frank Keller; Hakan Bilen (CVPR, 2022)

Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks. - Siyuan Brandon Loh; Debaditya Roy; Basura Fernando (CVPR Workshops, 2022)

3D Equivariant Graph Implicit Functions. - Yunlu Chen; Basura Fernando; Hakan Bilen; Matthias Nießner; Efstratios Gavves (ECCV (3), 2022)

TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs. - Shantanu Jaiswal; Basura Fernando; Cheston Tan (ECCV (25), 2022)

Consistency Regularization for Domain Adaptation. - Kian Boon Koh; Basura Fernando (ECCV Workshops (8), 2022)

Self-Supervised Superpixel Correspondences For Video Object Segmentation. - Clement Tan; Chai Kiat Yeo; Cheston Tan; Basura Fernando (VSIP, 2022)

Action anticipation using latent goal learning. - Debaditya Roy; Basura Fernando (WACV, 2022)

Abductive Action Inference. - Clement Tan; Chai Kiat Yeo; Cheston Tan; Basura Fernando (CoRR, 2022)

Interaction Visual Transformer for Egocentric Action Anticipation. - Debaditya Roy; Ramanathan Rajendiran; Basura Fernando (CoRR, 2022)

Who are you referring to? Weakly supervised coreference resolution with multimodal grounding. - Arushi Goel; Basura Fernando; Frank Keller; Hakan Bilen (CoRR, 2022)

Effective Multimodal Encoding for Image Paragraph Captioning. - Thanh-Son Nguyen 001; Basura Fernando (IEEE Trans. Image Process., 2022)

Memory-efficient Temporal Moment Localization in Long Videos. - Cristian Rodriguez Opazo; Edison Marrese-Taylor; Basura Fernando; Hiroya Takamura; Qi Wu 001 (EACL, 2023)

Semi-supervised multimodal coreference resolution in image narrations. - Arushi Goel; Basura Fernando; Frank Keller; Hakan Bilen (EMNLP, 2023)

Who are you referring to? Coreference resolution in image narrations. - Arushi Goel; Basura Fernando; Frank Keller; Hakan Bilen (ICCV, 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 (ICCV, 2023)

Fine-Grained Regional Prompt Tuning for Visual Abductive Reasoning. - Hao Zhang 047; Basura Fernando (CoRR, 2023)

Modelling Spatio-Temporal Interactions for Compositional Action Recognition. - Ramanathan Rajendiran; Debaditya Roy; 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)

ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition. - Debaditya Roy; Dhruv Verma; Basura Fernando (CoRR, 2023)

Motion Flow Matching for Human Motion Synthesis and Editing. - Vincent Tao Hu; Wenzhe Yin; Pingchuan Ma 006; Yunlu Chen; Basura Fernando; Yuki M. Asano; Efstratios Gavves; Pascal Mettes; Björn Ommer; Cees G. M. Snoek (CoRR, 2023)

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 (EACL (2), 2024)

Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion. - Ishaan Singh Rawal; Alexander Matyasko; Shantanu Jaiswal; Basura Fernando; Cheston Tan (ICML, 2024)

Predicting the Next Action by Modeling the Abstract Goal. - Debaditya Roy; Basura Fernando (ICPR (15), 2024)

PointTFA: Training-Free Clustering Adaption for Large 3D Point Cloud Models. - Jinmeng Wu; Chong Cao; Hao Zhang 047; Basura Fernando; Yanbin Hao; Hanyu Hong (IJCAI, 2024)

RCA: Region Conditioned Adaptation for Visual Abductive Reasoning. - Hao Zhang 047; Ee Yeo Keat; Basura Fernando (ACM Multimedia, 2024)

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios. - Shantanu Jaiswal; Debaditya Roy; Basura Fernando; Cheston Tan (NeurIPS, 2024)

CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes. - Paritosh Parmar; Eric Peh; Ruirui Chen 002; Ting En Lam; Yuhan Chen; Elston Tan; Basura Fernando (NeurIPS, 2024)

DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting. - Binqian Xu; Xiangbo Shu; Haiyang Mei; Zechen Bai; Basura Fernando; Mike Zheng Shou; Jinhui Tang 001 (NeurIPS, 2024)

Interaction Region Visual Transformer for Egocentric Action Anticipation. - Debaditya Roy; Ramanathan Rajendiran; Basura Fernando (WACV, 2024)

Zero Shot Open-ended Video Inference. - Ee Yeo Keat; Hao Zhang 047; Alexander Matyasko; Basura Fernando (CoRR, 2024)

Cross-Modal Few-Shot Learning: a Generative Transfer Learning Framework. - Zhengwei Yang; Yuke Li; Qiang Sun; Basura Fernando; Heng Huang; Zheng Wang 007 (CoRR, 2024)

FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data. - Binqian Xu; Xiangbo Shu; Haiyang Mei; Guosen Xie; Basura Fernando; Mike Zheng Shou; Jinhui Tang 001 (CoRR, 2024)

Activation Control of Vision Models for Sustainable AI Systems. - Jonathan Burton-Barr; Basura Fernando; Deepu Rajan (IEEE Trans. Artif. Intell., 2024)

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning. - Xinyu Zhang; Yuxuan Dong; Yanrui Wu; Jiaxing Huang; Chengyou Jia; Basura Fernando; Mike Zheng Shou; Lingling Zhang; Jun Liu 036 (ACL (1), 2025)

Improving Open-vocabulary Video Visual Relation Detection with Decomposed Prompt Learning and Relation Adjustment. - Ming Pei; Yi Tan 001; Yanbin Hao; Hao Zhang 047; Jinmeng Wu; Basura Fernando; Xun Yang 001 (ICASSP, 2025)

Effective Scene Graph Generation by Statistical Relation Distillation. - Thanh-Son Nguyen 001; Hong Yang; Basura Fernando (WACV, 2025)

Deduce and Select Evidences with Language Models for Training-Free Video Goal Inference. - Ee Yeo Keat; Hao Zhang 047; Alexander Matyasko; Basura Fernando (WACV, 2025)

Learning to Visually Connect Actions and Their Effects. - Paritosh Parmar; Eric Peh; Basura Fernando (WACV, 2025)

Situational Scene Graph for Structured Human-Centric Situation Understanding. - Chinthani Sugandhika; Chen Li; Deepu Rajan; Basura Fernando (WACV, 2025)

Inferring Past Human Actions in Homes with Abductive Reasoning. - Clement Tan; Chai Kiat Yeo; Cheston Tan; Basura Fernando (WACV, 2025)

Learning to Generate Long-term Future Narrations Describing Activities of Daily Living. - Ramanathan Rajendiran; Debaditya Roy; Basura Fernando (CoRR, 2025)

Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering. - Thanh-Son Nguyen 001; Hong Yang; Tzeh Yuan Neoh; Hao Zhang 047; Ee Yeo Keat; Basura Fernando (CoRR, 2025)

IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A. - Chen Li; Chinthani Sugandhika; Ee Yeo Keat; Eric P. Xing; Hao Zhang; Hong Yang; Deepu Rajan; Basura Fernando (CoRR, 2025)

Mitigating Easy Option Bias in Multiple-Choice Question Answering. - Hao Zhang 047; Chen Li; Basura Fernando (CoRR, 2025)

Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos. - Dhruv Verma; Debaditya Roy; Basura Fernando (Int. J. Comput. Vis., 2025)