Gemma Roig

Gemma Roig

Goethe-Universität Frankfurt am Main

H-index: 23

Europe-Germany

About Gemma Roig

Gemma Roig, With an exceptional h-index of 23 and a recent h-index of 21 (since 2020), a distinguished researcher at Goethe-Universität Frankfurt am Main, specializes in the field of computational vision, artificial intelligence, computer vision, xAI.

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

Generative Adversarial Collaborations: A practical guide for conference organizers and participating scientists

Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization

Large Language Model-Informed X-ray Photoelectron Spectroscopy Data Analysis

Visual features are processed before navigational affordances in the human brain

Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play

Signature and log-signature for the study of empirical distributions generated with GANs

DynamicsDiffusion: Generating and Rare Event Sampling of Molecular Dynamic Trajectories Using Diffusion Models

PEACS: Prefix encoding for auditory caption synthesis

Gemma Roig Information

University

Position

___

Citations(all)

2526

Citations(since 2020)

1842

Cited By

1288

hIndex(all)

23

hIndex(since 2020)

21

i10Index(all)

35

i10Index(since 2020)

29

Email

University Profile Page

Goethe-Universität Frankfurt am Main

Google Scholar

View Google Scholar Profile

Gemma Roig Skills & Research Interests

computational vision

artificial intelligence

computer vision

xAI

Top articles of Gemma Roig

Title

Journal

Author(s)

Publication Date

Generative Adversarial Collaborations: A practical guide for conference organizers and participating scientists

arXiv preprint arXiv:2402.12604

Gunnar Blohm

Benjamin Peters

Ralf Haefner

Leyla Isik

Nikolaus Kriegeskorte

...

2024/2/19

Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization

Prathmesh Bele

Valay Bundele

Avigyan Bhattacharya

Ankit Jha

Gemma Roig

...

2024

Large Language Model-Informed X-ray Photoelectron Spectroscopy Data Analysis

Signals

J de Curtò

I de Zarzà

Gemma Roig

Carlos T Calafate

2024/3/27

Visual features are processed before navigational affordances in the human brain

Scientific Reports

Kshitij Dwivedi

Sari Sadiya

Marta P Balode

Gemma Roig

Radoslaw M Cichy

2024/3/6

Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play

Timothy Schaumlöffel

Arthur Aubret

Gemma Roig

Jochen Triesch

2023/11/9

Signature and log-signature for the study of empirical distributions generated with GANs

Electronics

Joaquim de Curtò

Irene de Zarzà

Gemma Roig

Carlos T Calafate

2023/5/11

DynamicsDiffusion: Generating and Rare Event Sampling of Molecular Dynamic Trajectories Using Diffusion Models

Magnus Petersen

Gemma Roig

Roberto Covino

2023/10/13

PEACS: Prefix encoding for auditory caption synthesis

Proc. Conf. Detection Classification Acoust. Scenes Events Challenge

Timothy Schaumlöffel

Martina G Vilas

Gemma Roig

2023

Summarization of videos with the signature transform

Electronics

Joaquim de Curtò

Irene de Zarzà

Gemma Roig

Carlos T Calafate

2023/4/5

LLM-Informed Multi-Armed Bandit Strategies for Non-Stationary Environments

Electronics

J de Curtò

I de Zarzà

Gemma Roig

Juan Carlos Cano

Pietro Manzoni

...

2023/6/25

EmoMV: Affective Music-Video Correspondence Learning Datasets for Classification and Retrieval

Information Fusion

Ha Thi Phuong Thao

Dorien Herremans

Gemma Roig

2023/3

BOLD Moments: modeling short visual events through a video fMRI dataset and metadata

bioRxiv

Benjamin Lahner

Kshitij Dwivedi

Polina Iamshchinina

Monika Graumann

Alex Lascelles

...

2023

Optimized financial planning: Integrating individual and cooperative budgeting models with llm recommendations

AI

I de Zarzà

J de Curtò

Gemma Roig

Carlos T Calafate

2023/12/25

Llm adaptive pid control for b5g truck platooning systems

Sensors

I de Zarzà

J de Curtò

Gemma Roig

Carlos T Calafate

2023/6/25

The algonauts project 2023 challenge: How the human brain makes sense of natural scenes

arXiv preprint arXiv:2301.03198

Alessandro T Gifford

Benjamin Lahner

Sari Saba-Sadiya

Martina G Vilas

Alex Lascelles

...

2023/1/9

LLM multimodal traffic accident forecasting

Sensors

I de Zarzà

J de Curtò

Gemma Roig

Carlos T Calafate

2023/11/16

Emergent cooperation and strategy adaptation in multi-agent systems: An extended coevolutionary theory with llms

Electronics

I de Zarzà

J de Curtò

Gemma Roig

Pietro Manzoni

Carlos T Calafate

2023/6/18

Different Algorithms (Might) Uncover Different Patterns: A Brain-Age Prediction Case Study

Tobias Ettling

Sari Saba-Sadiya

Gemma Roig

2023/12/5

Analyzing Vision Transformers for Image Classification in Class Embedding Space

Advances in Neural Information Processing Systems 36 (NeurIPS 2023)

Martina G Vilas

Timothy Schaumlöffel

Gemma Roig

2023/10/29

Conceptual Behavior and Human-Likeness in Vision-and-Language Models

Martina G Vilas

Timothy Schaumlöffel

Gemma Roig

2022/9/29

See List of Professors in Gemma Roig University(Goethe-Universität Frankfurt am Main)