Predictive maintenance
Predictive maintenance is an advanced approach in industrial data analytics that uses sensor data to forecast equipment conditions.
predictive maintenanceGNNhealth+5
4 membersFound projects: 10
Foundation models for Satellite Imaging and Climate
This project focuses on pretraining and finetuning general-purpose image VLMs to remote-sensing applications that require spatial reasoning and interpretability.
climateweatherRemote Sensing+3
2 members · 1 paper
Bio-inspired Multi-Agent RL (MARL)
Solving practical Solving practical problems for: Coordinated cargo transport, traffic flow optimization, decentralized obstacle avoidance and navigation
bio-inspiredRLGNN+4
2 members
Physics-informed NNs, Generative Physics and Astronomy
Project is focused on creating generative AI with built-in physical consistency
Physics-Informed MLPhysicsGenerative AI+3
4 members
Animals communication
Investigating how animals use vocalizations for communication within and across species, identifying universal principles through bioacoustic analysis, behavioral studies, and machine learning.
animals communicationBioacousticsSSL+1
1 member · 1 paper
AutoBench for corporate LLMs Integration
This project focuses on developing an automated solution to evaluate the performance of large language models (LLMs) on proprietary corporate data.
LLMBenchmarkNLP+1
1 member
Multiagent alignment: game theory, emotions, human values
Our research direction focuses on how emotional reasoning influences strategic decision-making in both LLMs and humans within controlled environments.
LLMAlignmentGame Theory+2
2 members
Manga colorization and anime generation
This project aims to adapt state-of-the-art diffusion models for text-assisted, consistent manga colorization.
Generative AIManga & AnimeDiffusion Models+1
2 members · 2 papers
Ancient languages, AI in Archeology and Digital Humanities
This project focuses on pretraining and fine-tuning general-purpose image VLMs to develop a research assistant for Egyptology.
CVarchaeologyDigital Humanities+4
3 members · 4 papers
Emotions for Human-Computer Interaction (HCI): recognizing, generating, interacting
Studying how emotional understanding and expression can support more natural, adaptive, and socially intelligent human-computer interaction (HCI).
Affective ComputingHCILLM+2
2 members · 1 paper