Exploring all aspects of Intelligent systems, reasoning, optimization, trustworthy AI.

Self-supervised, contrastive, metric, and multimodal representation learning.

Object detection, segmentation, scene understanding, 3D vision, and video analytics.

Learning and reasoning across vision, language, audio, sensor, and biomedical data.

Foundation models for language, vision, multimodal reasoning, retrieval, and generative AI.

Diffusion models, GANs, large generative models, and synthetic data generation.

Healthcare, robotics, autonomous systems, smart cities, industrial inspection, and intelligent surveillance.

Autonomous AI agents, planning, reasoning, tool use, and multi-agent collaboration.

Facial expression analysis, emotion recognition, body gesture understanding, and behavioral AI.

Human-AI collaboration, intelligent interfaces, explainable AI, and user-centered systems.

Medical image analysis, clinical decision support, biomedical AI, and healthcare automation.

Interpretable models, fairness, robustness, uncertainty estimation, and responsible AI.