Adel Bibi

Adel Bibi

University of Oxford

H-index: 18

Europe-United Kingdom

About Adel Bibi

Adel Bibi, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Computer Vision, Machine Learning, Optimization.

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

Can Large Language Model Agents Simulate Human Trust Behaviors?

Illusory attacks: Detectability matters in adversarial attacks on sequential decision-makers

Near to Mid-term Risks and Opportunities of Open Source Generative AI

SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training?

No" Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance

SimCS: Simulation for Domain Incremental Online Continual Segmentation

On Pretraining Data Diversity for Self-Supervised Learning

Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation

Adel Bibi Information

University

Position

___

Citations(all)

3799

Citations(since 2020)

2761

Cited By

1973

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

University of Oxford

Google Scholar

View Google Scholar Profile

Adel Bibi Skills & Research Interests

Computer Vision

Machine Learning

Optimization

Top articles of Adel Bibi

Title

Journal

Author(s)

Publication Date

Can Large Language Model Agents Simulate Human Trust Behaviors?

arXiv preprint arXiv:2402.04559

Chengxing Xie

Canyu Chen

Feiran Jia

Ziyu Ye

Kai Shu

...

2024/2/7

Illusory attacks: Detectability matters in adversarial attacks on sequential decision-makers

Tim Franzmeyer

Stephen Marcus McAleer

Joao F Henriques

Jakob Nicolaus Foerster

Philip Torr

...

2024

Near to Mid-term Risks and Opportunities of Open Source Generative AI

arXiv preprint arXiv:2404.17047

Francisco Eiras

Aleksandar Petrov

Bertie Vidgen

Christian Schroeder de Witt

Fabio Pizzati

...

2024/4/25

SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training?

arXiv preprint arXiv:2402.01832

Hasan Abed Al Kader Hammoud

Hani Itani

Fabio Pizzati

Philip Torr

Adel Bibi

...

2024/2/2

No" Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance

arXiv preprint arXiv:2404.04125

Vishaal Udandarao

Ameya Prabhu

Adhiraj Ghosh

Yash Sharma

Philip HS Torr

...

2024/4/4

SimCS: Simulation for Domain Incremental Online Continual Segmentation

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)

Motasem Alfarra

Zhipeng Cai

Adel Bibi

Bernard Ghanem

Matthias Müller

2024

On Pretraining Data Diversity for Self-Supervised Learning

arXiv preprint arXiv:2403.13808

Hasan Abed Al Kader Hammoud*

Tuhin Das*

Fabio Pizzati*

Philip Torr

Adel Bibi

...

2024/3/20

Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation

arXiv preprint arXiv:2404.12766

Wenxuan Zhang

Youssef Mohamed

Bernard Ghanem

Philip HS Torr

Adel Bibi

...

2024/4/19

Lifelong Benchmarks: Efficient Model Evaluation in an Era of Rapid Progress

arXiv preprint arXiv:2402.19472

Ameya Prabhu

Vishaal Udandarao

Philip Torr

Matthias Bethge

Adel Bibi

...

2024/2/29

When do prompting and prefix-tuning work? a theory of capabilities and limitations

International Conference on Learning Representations (ICLR)

Aleksandar Petrov

Philip HS Torr

Adel Bibi

2024

Prompting a Pretrained Transformer Can Be a Universal Approximator

arXiv preprint arXiv:2402.14753

Aleksandar Petrov

Philip HS Torr

Adel Bibi

2024/2/22

Certifying Ensembles: A General Certification Theory with S-Lipschitzness

Aleksandar Petrov

Francisco Eiras

Amartya Sanyal

Philip HS Torr

Adel Bibi

2023/4/25

Language Model Tokenizers Introduce Unfairness Between Languages

Aleksandar Petrov

Emanuele La Malfa

Philip HS Torr

Adel Bibi

2023/5/17

Label Delay in Continual Learning

arXiv preprint arXiv:2312.00923

Botos Csaba

Wenxuan Zhang

Matthias Müller

Ser-Nam Lim

Mohamed Elhoseiny

...

2023/12/1

Computationally budgeted continual learning: What does matter?

Ameya Prabhu

Hasan Abed Al Kader Hammoud

Puneet K Dokania

Philip HS Torr

Ser-Nam Lim

...

2023

Catastrophic overfitting can be induced with discriminative non-robust features

Transactions on Machine Learning Research

Guillermo Ortiz-Jimenez

Pau de Jorge

Amartya Sanyal

Adel Bibi

Puneet K Dokania

...

2023/5/12

From Categories to Classifier: Name-Only Continual Learning by Exploring the Web

arXiv preprint arXiv:2311.11293

Ameya Prabhu

Hasan Abed Al Kader Hammoud

Ser-Nam Lim

Bernard Ghanem

Philip HS Torr

...

2023/11/19

Constrained clustering: general pairwise and cardinality constraints

IEEE Access

Adel Bibi

Ali Alqahtani

Bernard Ghanem

2023/1/12

Segment, Select, Correct: A Framework for Weakly-Supervised Referring Segmentation

arXiv preprint arXiv:2310.13479

Francisco Eiras

Kemal Oksuz

Adel Bibi

Philip HS Torr

Puneet K Dokania

2023/10/20

Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?

Hasan Abed Al Kader Hammoud

Ameya Prabhu

Ser-Nam Lim

Philip HS Torr

Adel Bibi

...

2023/10/1

See List of Professors in Adel Bibi University(University of Oxford)

Co-Authors

H-index: 131
Philip Torr

Philip Torr

University of Oxford

H-index: 64
Bernard Ghanem

Bernard Ghanem

King Abdullah University of Science and Technology

H-index: 64
Peter Richtarik

Peter Richtarik

King Abdullah University of Science and Technology

H-index: 24
Puneet K. Dokania

Puneet K. Dokania

University of Oxford

H-index: 20
Silvio Giancola

Silvio Giancola

King Abdullah University of Science and Technology

H-index: 19
Ali Thabet

Ali Thabet

King Abdullah University of Science and Technology

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