Lewis D Griffin

Lewis D Griffin

University College London

H-index: 40

Europe-United Kingdom

About Lewis D Griffin

Lewis D Griffin, With an exceptional h-index of 40 and a recent h-index of 25 (since 2020), a distinguished researcher at University College London, specializes in the field of Security Science, Computer Vision, Human Vision, Colour Science, Maths/Life Sciences Interface.

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

Understanding the limitations of self-supervised learning for tabular anomaly detection

Large Language Models respond to Influence like Humans

Susceptibility to Influence of Large Language Models

Deep Learning Applied to Raman Spectroscopy for the Detection of Microsatellite Instability/MMR Deficient Colorectal Cancer

Using Forwards-Backwards Models to Approximate MDP Homomorphisms

Inferring the location of neurons within an artificial network from their activity

Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities

Warning: Humans cannot reliably detect speech deepfakes

Lewis D Griffin Information

University

Position

Professor of Computational Vision

Citations(all)

5283

Citations(since 2020)

2350

Cited By

3860

hIndex(all)

40

hIndex(since 2020)

25

i10Index(all)

101

i10Index(since 2020)

57

Email

University Profile Page

University College London

Google Scholar

View Google Scholar Profile

Lewis D Griffin Skills & Research Interests

Security Science

Computer Vision

Human Vision

Colour Science

Maths/Life Sciences Interface

Top articles of Lewis D Griffin

Title

Journal

Author(s)

Publication Date

Understanding the limitations of self-supervised learning for tabular anomaly detection

Pattern Analysis and Applications

Kimberly T Mai

Toby Davies

Lewis D Griffin

2024/3/12

Large Language Models respond to Influence like Humans

Lewis Griffin

Bennett Kleinberg

Maximilian Mozes

Kimberly Mai

Maria Do Mar Vau

...

2023/7

Susceptibility to Influence of Large Language Models

arXiv preprint arXiv:2303.06074

Lewis D Griffin

Bennett Kleinberg

Maximilian Mozes

Kimberly T Mai

Maria Vau

...

2023/3/10

Deep Learning Applied to Raman Spectroscopy for the Detection of Microsatellite Instability/MMR Deficient Colorectal Cancer

Cancers

Nathan Blake

Riana Gaifulina

Lewis D Griffin

Ian M Bell

Manuel Rodriguez-Justo

...

2023/1

Using Forwards-Backwards Models to Approximate MDP Homomorphisms

Augustine N Mavor-Parker

Matthew James Sargent

Andrea Banino

Lewis Griffin

Caswell Barry

2023/10/13

Inferring the location of neurons within an artificial network from their activity

Neural Networks

Alexander J Dyer

Lewis D Griffin

2023/1/1

Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities

arXiv preprint arXiv:2308.12833

Maximilian Mozes

Xuanli He

Bennett Kleinberg

Lewis D Griffin

2023/8/24

Warning: Humans cannot reliably detect speech deepfakes

Plos one

Kimberly T Mai

Sergi Bray

Toby Davies

Lewis D Griffin

2023/8/2

How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation

Augustine Mavor-Parker

Kimberly Young

Caswell Barry

Lewis Griffin

2022/6/28

Machine Learning of Raman Spectroscopy Data for Classifying Cancers: A Review of the Recent Literature

Nathan Blake

Riana Gaifulina

Lewis D Griffin

Ian M Bell

Geraint MH Thomas

2022/6/17

Self-Supervised Losses for One-Class Textual Anomaly Detection

arXiv preprint arXiv:2204.05695

Kimberly T Mai

Toby Davies

Lewis D Griffin

2022/4/12

Identifying Human Strategies for Generating Word-Level Adversarial Examples

arXiv preprint arXiv:2210.11598

Maximilian Mozes

Bennett Kleinberg

Lewis D Griffin

2022/10/20

A simple approach for state-action abstraction using a learned mdp homomorphism

arXiv preprint arXiv:2209.06356

Augustine N Mavor-Parker

Matthew J Sargent

Andrea Banino

Lewis D Griffin

Caswell Barry

2022/9/14

Escaping Stochastic Traps with Aleatoric Mapping Agents

arXiv preprint arXiv:2102.04399

Augustine N Mavor-Parker

Kimberly A Young

Caswell Barry

Lewis D Griffin

2021/2/8

Changing the HTS Paradigm: AI-Driven Iterative Screening for Hit Finding

SLAS DISCOVERY: Advancing the Science of Drug Discovery

Gabriel HS Dreiman

Magda Bictash

Paul V Fish

Lewis Griffin

Fredrik Svensson

2021/2

Contrasting Human-and Machine-Generated Word-Level Adversarial Examples for Text Classification

EMNLP 2021

Maximilian Mozes

Max Bartolo

Pontus Stenetorp

Bennett Kleinberg

Lewis D Griffin

2021/9/9

Brittle Features May Help Anomaly Detection

Kimberly T Mai

Toby Davies

Lewis D Griffin

2021/4/21

Conditional Adversarial Camera Model Anonymization

Jerone TA Andrews

Yidan Zhang

Lewis D Griffin

2020

Coherence of achromatic, primary and basic classes of colour categories

Vision Research

Dimitris Mylonas

Lewis D Griffin

2020/10/1

Transfer Learning from Audio Deep Learning Models for Micro-Doppler Activity Recognition

Kimberly T Tran

Lewis D Griffin

Kevin Chetty

Shelly Vishwakarma

2020/4/28

See List of Professors in Lewis D Griffin University(University College London)

Co-Authors

H-index: 97
Robert Howard

Robert Howard

University College London

H-index: 85
D J Hawkes

D J Hawkes

University College London

H-index: 82
Professor Derek K Jones

Professor Derek K Jones

Cardiff University

H-index: 63
Josef Kittler

Josef Kittler

University College London

H-index: 45
Mads Nielsen

Mads Nielsen

Københavns Universitet

H-index: 40
Alan Johnston

Alan Johnston

University College London

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