Guillaume Berger

According to our database, Guillaume Berger authored at least 10 papers between 2016 and 2024.

Collaborative distances:

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

2024

CC-VPSTO: Chance-Constrained Via-Point-based Stochastic Trajectory Optimisation for Safe and Efficient Online Robot Motion Planning.

Lara Brudermüller, Guillaume Berger, Julius Jankowski, Raunak Bhattacharyya, Nick Hawes

CoRR, 2024

HexaGen3D: StableDiffusion is just one step away from Fast and Diverse Text-to-3D Generation.

Antoine Mercier, Ramin Nakhli, Mahesh Reddy, Rajeev Yasarla, Hong Cai, Fatih Porikli, Guillaume Berger

CoRR, 2024

2023

Is end-to-end learning enough for fitness activity recognition?

Antoine Mercier, Guillaume Berger, Sunny Panchal, Florian Letsch, Cornelius Böhm, Nahua Kang, Ingo Bax, Roland Memisevic

CoRR, 2023

Efficient neural supersampling on a novel gaming dataset.

Antoine Mercier, Ruan Erasmus, Yashesh Savani, Manik Dhingra, Fatih Porikli, Guillaume Berger

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms.

Guillaume Berger, Manik Dhingra, Antoine Mercier, Yashesh Savani, Sunny Panchal, Fatih Porikli

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2019

The Jester Dataset: A Large-Scale Video Dataset of Human Gestures.

Joanna Materzynska, Guillaume Berger, Ingo Bax, Roland Memisevic

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

Fine-grained Video Classification and Captioning.

Farzaneh Mahdisoltani, Guillaume Berger, Waseem Gharbieh, David J. Fleet, Roland Memisevic

CoRR, 2018

Evaluating visual "common sense" using fine-grained classification and captioning tasks.

Raghav Goyal, Farzaneh Mahdisoltani, Guillaume Berger, Waseem Gharbieh, Ingo Bax, Roland Memisevic

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Incorporating long-range consistency in CNN-based texture generation.

Guillaume Berger, Roland Memisevic

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Boosting face recognition via neural Super-Resolution.

Guillaume Berger, Clément Peyrard, Moez Baccouche

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016