104 citations · 114 across the 5 of their papers we have counts for
6 papers
Multimodal Distillation for Egocentric Action Recognition
Gorjan Radevski, Dusan Grujicic, Marie-Francine Moens +2
The focal point of egocentric video understanding is modelling hand-object interactions. Standard models, e.g. CNNs or Vision Transformers, which receive RGB frames as input perfor…
Students taught by multimodal teachers are superior action recognizers
Gorjan Radevski, Dusan Grujicic, Matthew Blaschko +2
The focal point of egocentric video understanding is modelling hand-object interactions. Standard models -- CNNs, Vision Transformers, etc. -- which receive RGB frames as input per…
Predicting Physical World Destinations for Commands Given to Self-Driving Cars
Dusan Grujicic, Thierry Deruyttere, Marie-Francine Moens +1
In recent years, we have seen significant steps taken in the development of self-driving cars. Multiple companies are starting to roll out impressive systems that work in a variety…
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic +5
The task of visual grounding requires locating the most relevant region or object in an image, given a natural language query. So far, progress on this task was mostly measured on…
A Baseline for the Commands For Autonomous Vehicles Challenge
Simon Vandenhende, Thierry Deruyttere, Dusan Grujicic
The Commands For Autonomous Vehicles (C4AV) challenge requires participants to solve an object referral task in a real-world setting. More specifically, we consider a scenario wher…
Talk2Car: Taking Control of Your Self-Driving Car
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic +2
A long-term goal of artificial intelligence is to have an agent execute commands communicated through natural language. In many cases the commands are grounded in a visual environm…