Taco Cohen

Taco Cohen

Universiteit van Amsterdam

H-index: 32

Europe-Netherlands

About Taco Cohen

Taco Cohen, With an exceptional h-index of 32 and a recent h-index of 30 (since 2020), a distinguished researcher at Universiteit van Amsterdam, specializes in the field of Machine Learning.

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

System and process for deconfounded imitation learning

EDGI: Equivariant diffusion for planning with embodied agents

Variable bit rate compression using neural network models

CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay

Instance-adaptive image and video compression using machine learning systems

Efficient machine learning message passing on point cloud data

Learned b-frame coding using p-frame coding system

A Complete Bibliography of ACM Transactions on Architecture and Code Optimization

Taco Cohen Information

University

Position

PhD Student

Citations(all)

9433

Citations(since 2020)

8771

Cited By

3029

hIndex(all)

32

hIndex(since 2020)

30

i10Index(all)

61

i10Index(since 2020)

58

Email

University Profile Page

Universiteit van Amsterdam

Google Scholar

View Google Scholar Profile

Taco Cohen Skills & Research Interests

Machine Learning

Top articles of Taco Cohen

Title

Journal

Author(s)

Publication Date

System and process for deconfounded imitation learning

2024/4/11

EDGI: Equivariant diffusion for planning with embodied agents

NeurIPS 2023

Johann Brehmer

Joey Bose

Pim De Haan

Taco Cohen

2023/3/22

Variable bit rate compression using neural network models

2024/3/26

CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay

arXiv preprint arXiv:2402.04858

Natasha Butt

Blazej Manczak

Auke Wiggers

Corrado Rainone

David Zhang

...

2024/2/7

Instance-adaptive image and video compression using machine learning systems

2024/3/5

Efficient machine learning message passing on point cloud data

2024/2/1

Learned b-frame coding using p-frame coding system

2024/1/18

A Complete Bibliography of ACM Transactions on Architecture and Code Optimization

Nelson HF Beebe

2024/2/23

Euclidean, projective, conformal: Choosing a geometric algebra for equivariant transformers

Pim De Haan

Taco Cohen

Johann Brehmer

2023/11/8

Geometric Algebra Transformer

Advances in Neural Information Processing Systems

Johann Brehmer

Pim De Haan

Sönke Behrends

Taco S Cohen

2024/2/13

Transformer-based architecture for transform coding of media

2023/3/30

On the expressive power of geometric graph neural networks

Chaitanya K Joshi

Cristian Bodnar

Simon V Mathis

Taco Cohen

Pietro Lio

2023/7/3

FoMo rewards: Can we cast foundation models as reward functions?

arXiv e-prints

Ekdeep Singh Lubana

Johann Brehmer

Pim de Haan

Taco Cohen

2023/12

Biscuit: Causal representation learning from binary interactions

Phillip Lippe

Sara Magliacane

Sindy Löwe

Yuki M Asano

Taco Cohen

...

2023/7/2

Instance-adaptive image and video compression in a network parameter subspace using machine learning systems

2023/3/9

Data compression with a multi-scale autoencoder

2023/10/24

Flow-agnostic neural video compression

2023/6/1

Video compression using deep generative models

2023/10/19

Neural image compression with controllable spatial bit allocation

2023/5/18

CodeIt: Abstract Reasoning with Iterative Policy-Guided Program Synthesis

Natasha Butt

Blazej Manczak

Auke Wiggers

Corrado Rainone

David W Zhang

...

2023/10/13

See List of Professors in Taco Cohen University(Universiteit van Amsterdam)

Co-Authors

H-index: 102
Max Welling

Max Welling

Universiteit van Amsterdam

H-index: 84
Michael Bronstein

Michael Bronstein

Imperial College London

H-index: 45
Joan Bruna

Joan Bruna

New York University

H-index: 21
Johann Brehmer

Johann Brehmer

New York University

H-index: 19
Mario Geiger

Mario Geiger

École Polytechnique Fédérale de Lausanne

H-index: 17
Luisa Zintgraf

Luisa Zintgraf

University of Oxford

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