no code implementations • 13 Dec 2023 • M. Eren Akbiyik, Nedko Savov, Danda Pani Paudel, Nikola Popovic, Christian Vater, Otmar Hilliges, Luc van Gool, Xi Wang
In contrast, we focus on inferring the ego trajectory of a driver's vehicle using their gaze data.
1 code implementation • 20 Nov 2023 • Nikola Popovic, Dimitrios Christodoulou, Danda Pani Paudel, Xi Wang, Luc van Gool
In this work, we propose to predict 3D eye gaze from weak supervision of eye semantic segmentation masks and direct supervision of a few 3D gaze vectors.
1 code implementation • ICCV 2023 • Nikola Popovic, Danda Pani Paudel, Luc van Gool
In this work, we aim to leverage the geometric prior of Manhattan scenes to improve the implicit neural radiance field representations.
no code implementations • 3 Jun 2022 • Nikola Popovic, Danda Pani Paudel, Thomas Probst, Luc van Gool
It has since become a trend to use these five characteristics as a sufficient test, to determine whether or not gradient obfuscation is the main source of robustness.
no code implementations • 25 Mar 2022 • Ritika Chakraborty, Nikola Popovic, Danda Pani Paudel, Thomas Probst, Luc van Gool
However, multi-conditional image generation is a very challenging problem due to the heterogeneity and the sparsity of the (in practice) available conditioning labels.
no code implementations • 30 Dec 2021 • Nikola Popovic, Danda Pani Paudel, Thomas Probst, Luc van Gool
We use linear layers with token-consistent stochastic parameters inside the multilayer perceptron blocks, without altering the architecture of the transformer.
no code implementations • 23 May 2021 • Guolei Sun, Yun Liu, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Luc van Gool
This paper investigates the role of global context for crowd counting.
no code implementations • 9 Mar 2021 • Yiorgos Patsios, Renato Huzak, Nikola Popovic, Peter De Maesschalck
Mixed-mode oscillations (MMOs) are complex oscillatory patterns in which large-amplitude relaxation oscillations (LAOs) alternate with small-amplitude oscillations (SAOs).
Dynamical Systems 34C26
no code implementations • ICCV 2021 • Guolei Sun, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Menelaos Kanakis, Jagruti Patel, Dengxin Dai, Luc van Gool
Multiple tasks are performed by switching between them, performing one task at a time.
1 code implementation • CVPR 2021 • Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc van Gool
Learning to perform spatially distributed tasks is motivated by the frequent availability of only sparse labels across tasks, and the desire for a compact multi-tasking network.