Tom Drummond

Tom Drummond

Monash University

H-index: 45

Oceania-Australia

About Tom Drummond

Tom Drummond, With an exceptional h-index of 45 and a recent h-index of 30 (since 2020), a distinguished researcher at Monash University, specializes in the field of Computer Vision, Representation Learning, Efficient Algorithms, Augmented Reality, Robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision

Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers

MotionPerceiver: Real-Time Occupancy Forecasting for Embedded Systems

Knowledge combination to learn rotated detection without rotated annotation

BiXT: Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers

Progressive video summarization via multimodal self-supervised learning

Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated Outputs

Long-Term Prediction of Natural Video Sequences with Robust Video Predictors

Tom Drummond Information

University

Position

Professor of Engineering

Citations(all)

21700

Citations(since 2020)

7484

Cited By

17089

hIndex(all)

45

hIndex(since 2020)

30

i10Index(all)

115

i10Index(since 2020)

72

Email

University Profile Page

Monash University

Google Scholar

View Google Scholar Profile

Tom Drummond Skills & Research Interests

Computer Vision

Representation Learning

Efficient Algorithms

Augmented Reality

Robotics

Top articles of Tom Drummond

Title

Journal

Author(s)

Publication Date

Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision

arXiv preprint arXiv:2402.16508

Fan Jiang

Tom Drummond

Trevor Cohn

2024/2/26

Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers

arXiv preprint arXiv:2402.12138

Markus Hiller

Krista A Ehinger

Tom Drummond

2024/2/19

MotionPerceiver: Real-Time Occupancy Forecasting for Embedded Systems

IEEE Robotics and Automation Letters

Bryce Ferenczi

Michael Burke

Tom Drummond

2024/1/31

Knowledge combination to learn rotated detection without rotated annotation

Tianyu Zhu

Bryce Ferenczi

Pulak Purkait

Tom Drummond

Hamid Rezatofighi

...

2023/6/19

BiXT: Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers

Markus Hiller

Krista A Ehinger

Tom Drummond

2023/10/13

Progressive video summarization via multimodal self-supervised learning

Haopeng Li

Qiuhong Ke

Mingming Gong

Tom Drummond

2023

Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated Outputs

arXiv preprint arXiv:2308.11123

Luke Ditria

Tom Drummond

2023/8/22

Long-Term Prediction of Natural Video Sequences with Robust Video Predictors

arXiv preprint arXiv:2308.11079

Luke Ditria

Tom Drummond

2023/8/21

Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval

Findings of EMNLP

Fan Jiang

Qiongkai Xu

Tom Drummond

Trevor Cohn

2023/11/27

Multimorbidity content-based medical image retrieval and disease recognition using multi-label proxy metric learning

IEEE Access

Yunyan Xing

Benjamin J Meyer

Mehrtash Harandi

Tom Drummond

Zongyuan Ge

2023/5/22

Noisy Self-Training with Synthetic Queries for Dense Retrieval

arXiv preprint arXiv:2311.15563

Fan Jiang

Tom Drummond

Trevor Cohn

2023/11/27

Don’t mess with mister-in-between: Improved negative search for knowledge graph completion

Fan Jiang

Tom Drummond

Trevor Cohn

2023/5

Improving Denoising Diffusion Models via Simultaneous Estimation of Image and Noise

arXiv preprint arXiv:2310.17167

Zhenkai Zhang

Krista A Ehinger

Tom Drummond

2023/10/26

A Differentiable Distance Approximation for Fairer Image Classification

Nicholas E Rosa

Tom Drummond

Mehrtash Harandi

2022

Deep laparoscopic stereo matching with transformers

Xuelian Cheng

Yiran Zhong

Mehrtash Harandi

Tom Drummond

Zhiyong Wang

...

2022/9/17

Implicit motion handling for video camouflaged object detection

Xuelian Cheng

Huan Xiong

Deng-Ping Fan

Yiran Zhong

Mehrtash Harandi

...

2022

Training 1-Bit Networks on a Sphere: A Geometric Approach

Luis Guerra

Ajanthan Thalaiyasingam

Gil Avraham

Yan Zou

Tom Drummond

2022/9/6

Visualizing robot intent for object handovers with augmented reality

Rhys Newbury

Akansel Cosgun

Tysha Crowley-Davis

Wesley P Chan

Tom Drummond

...

2022/8/29

On enforcing better conditioned meta-learning for rapid few-shot adaptation

Advances in Neural Information Processing Systems

Markus Hiller

Mehrtash Harandi

Tom Drummond

2022/12/6

Adaptive poincaré point to set distance for few-shot classification

Proceedings of the AAAI conference on artificial intelligence

Rongkai Ma

Pengfei Fang

Tom Drummond

Mehrtash Harandi

2022/6/28

See List of Professors in Tom Drummond University(Monash University)

Co-Authors

H-index: 95
Roberto Cipolla

Roberto Cipolla

University of Cambridge

H-index: 83
Dieter Schmalstieg

Dieter Schmalstieg

Technische Universität Graz

H-index: 39
Zongyuan (Tony) Ge

Zongyuan (Tony) Ge

Monash University

H-index: 38
Lindsay Kleeman

Lindsay Kleeman

Monash University

H-index: 21
Akan Cosgun

Akan Cosgun

Monash University

H-index: 7
Gil Avraham

Gil Avraham

Monash University

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