10 citations · 31 across the 18 of their papers we have counts for
5 papers · 1 filter
Layout-aware Dreamer for Embodied Referring Expression Grounding
Mingxiao Li, Zehao Wang, Tinne Tuytelaars +1
In this work, we study the problem of Embodied Referring Expression Grounding, where an agent needs to navigate in a previously unseen environment and localize a remote object desc…
Modeling Coreference Relations in Visual Dialog
Mingxiao Li, Marie-Francine Moens
Visual dialog is a vision-language task where an agent needs to answer a series of questions grounded in an image based on the understanding of the dialog history and the image. Th…
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering
Mingxiao Li, Marie-Francine Moens
Knowledge-based visual question answering (VQA) is a vision-language task that requires an agent to correctly answer image-related questions using knowledge that is not presented i…
Few-Sample Traffic Prediction with Graph Networks using Locale as Relational Inductive Biases
Mingxi Li, Yihong Tang, Wei Ma
Accurate short-term traffic prediction plays a pivotal role in various smart mobility operation and management systems. Currently, most of the state-of-the-art prediction models ar…
Find a Way Forward: a Language-Guided Semantic Map Navigator
Zehao Wang, Mingxiao Li, Minye Wu +2
In this paper, we introduce the map-language navigation task where an agent executes natural language instructions and moves to the target position based only on a given 3D semanti…