Tom Drummond

Orcid: 0000-0001-8204-5904

According to our database1, Tom Drummond authored at least 171 papers between 1999 and 2024.

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Bibliography

2024
MotionPerceiver: Real-Time Occupancy Forecasting for Embedded Systems.
IEEE Robotics Autom. Lett., 2024

Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision.
CoRR, 2024

Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers.
CoRR, 2024

Answering from Sure to Uncertain: Uncertainty-Aware Curriculum Learning for Video Question Answering.
CoRR, 2024

2023
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Improving Denoising Diffusion Models via Simultaneous Estimation of Image and Noise.
CoRR, 2023

Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated Outputs.
CoRR, 2023

Long-Term Prediction of Natural Video Sequences with Robust Video Predictors.
CoRR, 2023

Motion Perceiver: Real-Time Occupancy Forecasting for Embedded Systems.
CoRR, 2023

Multimorbidity Content-Based Medical Image Retrieval and Disease Recognition Using Multi-Label Proxy Metric Learning.
IEEE Access, 2023

Progressive Video Summarization via Multimodal Self-supervised Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Noisy Self-Training with Synthetic Queries for Dense Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Don't Mess with Mister-in-Between: Improved Negative Search for Knowledge Graph Completion.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Knowledge Combination to Learn Rotated Detection without Rotated Annotation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Multimorbidity Content-Based Medical Image Retrieval Using Proxies.
CoRR, 2022

Visualizing Robot Intent for Object Handovers with Augmented Reality.
Proceedings of the 31st IEEE International Conference on Robot and Human Interactive Communication, 2022

Rethinking Generalization in Few-Shot Classification.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Deep Laparoscopic Stereo Matching with Transformers.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Training 1-Bit Networks on a Sphere: A Geometric Approach.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Learning Instance and Task-Aware Dynamic Kernels for Few-Shot Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Implicit Motion Handling for Video Camouflaged Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Flynet: Max it, Excite it, Quantize it.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

A Differentiable Distance Approximation for Fairer Image Classification.
Proceedings of the Computer Vision - ACCV 2022, 2022

Adaptive Poincaré Point to Set Distance for Few-Shot Classification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Events, Event Prediction, and Predictive Processing.
Top. Cogn. Sci., 2021

Events and Machine Learning.
Top. Cogn. Sci., 2021

Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling.
IEEE Trans. Medical Imaging, 2021

Learning to Place Objects Onto Flat Surfaces in Upright Orientations.
IEEE Robotics Autom. Lett., 2021

Learning Instance and Task-Aware Dynamic Kernels for Few Shot Learning.
CoRR, 2021

Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers.
CoRR, 2021

Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation.
CoRR, 2021

Improved Training of Generative Adversarial Networks Using Decision Forests.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Driving among Flatmobiles: Bird-Eye-View occupancy grids from a monocular camera for holistic trajectory planning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Demonstrating Cloth Folding to Robots: Design and Evaluation of a 2D and a 3D User Interface.
Proceedings of the 30th IEEE International Conference on Robot & Human Interactive Communication, 2021

Seeing Thru Walls: Visualizing Mobile Robots in Augmented Reality.
Proceedings of the 30th IEEE International Conference on Robot & Human Interactive Communication, 2021

Relational Subsets Knowledge Distillation for Long-Tailed Retinal Diseases Recognition.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Learning Online for Unified Segmentation and Tracking Models.
Proceedings of the International Joint Conference on Neural Networks, 2021

Automatic Pruning for Quantized Neural Networks.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020
Approximate Fisher Information Matrix to Characterize the Training of Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Learning to Place Objects onto Flat Surfaces in Human-Preferred Orientations.
CoRR, 2020

Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation.
CoRR, 2020

How to Train Your Event Camera Neural Network.
CoRR, 2020

Switchable Precision Neural Networks.
CoRR, 2020

Automatic Pruning for Quantized Neural Networks.
CoRR, 2020

Hierarchical Neural Architecture Search for Deep Stereo Matching.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Registration of Histopathology Images Using Self Supervised Fine Grained Feature Maps.
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020

Learning to Take Good Pictures of People with a Robot Photographer.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Supportive Actions for Manipulation in Human-Robot Coworker Teams.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Reducing the Sim-to-Real Gap for Event Cameras.
Proceedings of the Computer Vision - ECCV 2020, 2020

Residual Likelihood Forests.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

OpenGAN: Open Set Generative Adversarial Networks.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Localising In Complex Scenes Using Balanced Adversarial Adaptation.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
Automated Corrosion Detection Using Crowd Sourced Training for Deep Learning.
CoRR, 2019

Embracing Contact: Pushing Multiple Objects with Robot's Forearm.
CoRR, 2019

Practical Robot Learning from Demonstrations using Deep End-to-End Training.
CoRR, 2019

Adversarial Pulmonary Pathology Translation for Pairwise Chest X-Ray Data Augmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations.
Proceedings of the International Conference on Robotics and Automation, 2019

The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active Learning.
Proceedings of the International Conference on Robotics and Automation, 2019

Look No Deeper: Recognizing Places from Opposing Viewpoints under Varying Scene Appearance using Single-View Depth Estimation.
Proceedings of the International Conference on Robotics and Automation, 2019

Learning Factorized Representations for Open-Set Domain Adaptation.
Proceedings of the 7th International Conference on Learning Representations, 2019

Event-Based Motion Segmentation by Motion Compensation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

EMPNet: Neural Localisation and Mapping Using Embedded Memory Points.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Parallel Optimal Transport GAN.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Relative Pose Based Redundancy Removal: Collaborative RGB-D Data Transmission in Mobile Visual Sensor Networks.
Sensors, 2018

Approximate Fisher Information Matrix to Characterise the Training of Deep Neural Networks.
CoRR, 2018

Quantity beats quality for semantic segmentation of corrosion in images.
CoRR, 2018

Generative Adversarial Forests for Better Conditioned Adversarial Learning.
CoRR, 2018

CReaM: Condensed Real-time Models for Depth Prediction using Convolutional Neural Networks.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Just-in-Time Reconstruction: Inpainting Sparse Maps Using Single View Depth Predictors as Priors.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Efficient Subpixel Refinement With Symbolic Linear Predictors.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Traversing Latent Space Using Decision Ferns.
Proceedings of the Computer Vision - ACCV 2018, 2018

ENG: End-to-End Neural Geometry for Robust Depth and Pose Estimation Using CNNs.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
A Fast Method For Computing Principal Curvatures From Range Images.
CoRR, 2017

Nearest Neighbour Radial Basis Function Solvers for Deep Neural Networks.
CoRR, 2017

Solving Robust Regularization Problems Using Iteratively Re-weighted Least Squares.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Joint prediction of depths, normals and surface curvature from RGB images using CNNs.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Joint pose and principal curvature refinement using quadrics.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Improved semantic segmentation for robotic applications with hierarchical conditional random fields.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Smart Mining for Deep Metric Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

FPGA acceleration of multilevel ORB feature extraction for computer vision.
Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

Fast Residual Forests: Rapid Ensemble Learning for Semantic Segmentation.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

A Compact Parametric Solution to Depth Sensor Calibration.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Fast Depth Video Compression for Mobile RGB-D Sensors.
IEEE Trans. Circuits Syst. Video Technol., 2016

Collaborative multi-sensor image transmission and data fusion in mobile visual sensor networks equipped with RGB-D cameras.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

MO-SLAM: Multi object SLAM with run-time object discovery through duplicates.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

A distributed robotic vision service.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

FANNG: Fast Approximate Nearest Neighbour Graphs.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Vision-Based Cooperative Pose Estimation for Localization in Multi-Robot Systems Equipped with RGB-D Cameras.
Robotics, 2015

Reduced dimensionality extended Kalman Filter for SLAM in a relative formulation.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Monocular image space tracking on a computationally limited MAV.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Image based optimisation without global consistency for constant time monocular visual SLAM.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Self-calibration in visual sensor networks equipped with RGB-D cameras.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Fast Inverse Compositional Image Alignment with Missing Data and Re-weighting.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Vision-based robot-assisted biological cell micromanipulation.
Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014

2013
Algorithmic methodologies for FPGA-based vision.
Mach. Vis. Appl., 2013

Tutorial chairs.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013

PhD forum: Efficient communication scheme for mobile visual sensor networks equipped with RGB-D cameras.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Multiview image compression and transmission techniques in Wireless Multimedia Sensor Networks: A survey.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

A real-time distributed relative pose estimation algorithm for RGB-D camera equipped visual sensor networks.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

A Unified Rolling Shutter and Motion Blur Model for 3D Visual Registration.
Proceedings of the IEEE International Conference on Computer Vision, 2013

A fast multiple appliance detection algorithm for non-intrusive load monitoring.
Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2013

Recent approaches to non-intrusive load monitoring techniques in residential settings.
Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2013

An Iterative 5-pt Algorithm for Fast and Robust Essential Matrix Estimation.
Proceedings of the British Machine Vision Conference, 2013

Reduced Dimensionality Extended Kalman Filter for SLAM.
Proceedings of the British Machine Vision Conference, 2013

2012
Rapidly constructed appearance models for tracking in augmented reality applications.
Mach. Vis. Appl., 2012

Distributed visual processing for augmented reality.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012

Robust egomotion estimation using ICP in inverse depth coordinates.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Transformative Reality: Improving bionic vision with robotic sensing.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Corner Matching Refinement for Monocular Pose Estimation.
Proceedings of the British Machine Vision Conference, 2012

2011
Binary Histogrammed Intensity Patches for Efficient and Robust Matching.
Int. J. Comput. Vis., 2011

Rapid scene reconstruction on mobile phones from panoramic images.
Proceedings of the 10th IEEE International Symposium on Mixed and Augmented Reality, 2011

Transformative reality: Augmented reality for visual prostheses.
Proceedings of the 10th IEEE International Symposium on Mixed and Augmented Reality, 2011

2010
Real-Time Detection and Tracking for Augmented Reality on Mobile Phones.
IEEE Trans. Vis. Comput. Graph., 2010

Faster and Better: A Machine Learning Approach to Corner Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Improved RANSAC performance using simple, iterative minimal-set solvers
CoRR, 2010

Deterministic Sample Consensus with Multiple Match Hypotheses.
Proceedings of the British Machine Vision Conference, 2010

2009
Guest Editors' Introduction: Special Section on The International Symposium on Mixed and Augmented Reality (ISMAR).
IEEE Trans. Vis. Comput. Graph., 2009

Classification-Based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Edge landmarks in monocular SLAM.
Image Vis. Comput., 2009

Interactive model reconstruction with user guidance.
Proceedings of the Science & Technology Proceedings, 2009

Robust feature matching in 2.3µs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Multiple Target Localisation at over 100 FPS.
Proceedings of the British Machine Vision Conference, 2009

ProFORMA: Probabilistic Feature-based On-line Rapid Model Acquisition.
Proceedings of the British Machine Vision Conference, 2009

Reconstruction from Uncalibrated Affine Silhouettes.
Proceedings of the British Machine Vision Conference, 2009

2008
Multi-modal tracking using texture changes.
Image Vis. Comput., 2008

Pose tracking from natural features on mobile phones.
Proceedings of the 7th IEEE and ACM International Symposium on Mixed and Augmented Reality, 2008

Student-tMixture Filter for Robust, Real-Time Visual Tracking.
Proceedings of the Computer Vision, 2008

Unified Loop Closing and Recovery for Real Time Monocular SLAM.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Semi-automatic Annotations in Unknown Environments.
Proceedings of the Sixth IEEE/ACM International Symposium on Mixed and Augmented Reality, 2007

Initialisation for Visual Tracking in Urban Environments.
Proceedings of the Sixth IEEE/ACM International Symposium on Mixed and Augmented Reality, 2007

Semi-Autonomous Generation of Appearance-based Edge Models from Image Sequences.
Proceedings of the Sixth IEEE/ACM International Symposium on Mixed and Augmented Reality, 2007

Monocular SLAM as a Graph of Coalesced Observations.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Going out: robust model-based tracking for outdoor augmented reality.
Proceedings of the Fifth IEEE/ACM International Symposium on Mixed and Augmented Reality, 2006

Using backlight intensity for device identification.
Proceedings of the Fifth IEEE/ACM International Symposium on Mixed and Augmented Reality, 2006

Differentiating Between Many Similar Features using Relational Information in Space and Scale.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Machine Learning for High-Speed Corner Detection.
Proceedings of the Computer Vision, 2006

Scalable Monocular SLAM.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Vision-Based Augmented Reality Visual Guidance with Keyframes.
Proceedings of the Advances in Computer Graphics, 2006

2005
Real-Time Video Annotations for Augmented Reality.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005

Localisation and Interaction for Augmented Maps.
Proceedings of the Fourth IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2005), 2005

Fast Texture-Based Tracking and Delineation Using Texture Entropy.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Fusing Points and Lines for High Performance Tracking.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Dynamic Measurement Clustering to Aid Real Time Tracking.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

A Single-frame Visual Gyroscope.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
Layered Motion Segmentation and Depth Ordering by Tracking Edges.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Tightly integrated sensor fusion for robust visual tracking.
Image Vis. Comput., 2004

Sensor Fusion and Occlusion Refinement for Tablet-Based AR.
Proceedings of the 3rd IEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR 2004), 2004

Texture Boundary Detection for Real-Time Tracking.
Proceedings of the Computer Vision, 2004

Markov-based Silhouette Extraction for Three--Dimensional Body Tracking in Presence of Cluttered Background.
Proceedings of the British Machine Vision Conference, 2004

2003
Robust Visual Tracking for Non-Instrumented Augmented Reality.
Proceedings of the 2003 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2003), 2003

Computing MAP trajectories by representing, propagating and combining PDFs over groups.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Rapid rendering of apparent contours of implicit surfaces for real-time tracking.
Proceedings of the British Machine Vision Conference, 2003

2002
Real-Time Visual Tracking of Complex Structures.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Real-time tracking of complex structures with on-line camera calibration.
Image Vis. Comput., 2002

2001
Real-Time Tracking of Highly Articulated Structures in the Presence of Noisy Measurements.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

A Probabilistic Framework for Space Carving.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Using occlusions to aid position estimation for visual motion capture.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Application of Lie Algebras to Visual Servoing.
Int. J. Comput. Vis., 2000

Learning Task-Specific Object Recognition and Scene Understanding.
Comput. Vis. Image Underst., 2000

Feature-Based Real-Time Human Face Tracking Using Lie Algebras.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000

Motion Segmentation by Tracking Edge Information over Multiple Frames.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Real-Time Tracking of Multiple Articulated Structures in Multiple Views.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Segmentation of Multiple Motions by Edge Tracking between Two Frames.
Proceedings of the British Machine Vision Conference 2000, 2000

3D Model Acquisition by Tracking 2D Wireframes.
Proceedings of the British Machine Vision Conference 2000, 2000

1999
Real-Time Tracking of Complex Structures for Visual Servoing.
Proceedings of the Vision Algorithms: Theory and Practice, 1999

Visual Tracking and Control using Lie Algebras.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Edge Tracking for Motion Segmentation and Depth Ordering.
Proceedings of the British Machine Vision Conference 1999, 1999

Camera Calibration from Vanishing Points in Image of Architectural Scenes.
Proceedings of the British Machine Vision Conference 1999, 1999


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