Corentin Kervadec

According to our database, Corentin Kervadec authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Emergence of a High-Dimensional Abstraction Phase in Language Transformers.

Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Jade Yu, Alessandro Laio, Marco Baroni

CoRR, 2024

2023

Unnatural language processing: How do language models handle machine-generated prompts?

Corentin Kervadec, Francesca Franzon, Marco Baroni

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Bridging Information-Theoretic and Geometric Compression in Language Models.

Emily Cheng, Corentin Kervadec, Marco Baroni

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

VisQA: X-raying Vision and Language Reasoning in Transformers.

Theo Jaunet, Corentin Kervadec, Romain Vuillemot, Grigory Antipov, Moez Baccouche, Christian Wolf

IEEE Trans. Vis. Comput. Graph., 2022

An experimental study of the vision-bottleneck in VQA.

Pierre Marza, Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

CoRR, 2022

2021

Bias and Reasoning in Visual Question Answering. (Biais et raisonnement dans les systèmes de questions réponses visuelles).

Corentin Kervadec

PhD thesis, 2021

Supervising the Transfer of Reasoning Patterns in VQA.

Corentin Kervadec, Christian Wolf, Grigory Antipov, Moez Baccouche, Madiha Nadri

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

How Transferable Are Reasoning Patterns in VQA?

Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot, Christian Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Roses Are Red, Violets Are Blue... but Should VQA Expect Them To?

Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Estimating semantic structure for the VQA answer space.

Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

CoRR, 2020

Weak Supervision Helps Emergence of Word-Object Alignment and Improves Vision-Language Tasks.

Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Autonomous Wireless Sensor Networks: Implementation of Transient Computing and Energy Prediction for Improved Node Performance and Link Quality.

Faisal Ahmed, Corentin Kervadec, Yannick Le Moullec, Gert Tamberg, Paul Annus

Comput. J., 2019

The Many Variations of Emotion.

Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Frédéric Jurie

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

The Many Moods of Emotion.

Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Frédéric Jurie

CoRR, 2018

An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets.

Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

CAKE: a Compact and Accurate K-dimensional representation of Emotion.

Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie

Proceedings of the British Machine Vision Conference 2018, 2018