Research Interest

My broad research interests lie in the fields of Computer Vision and Natural Language Processing. Some of the specific areas I am interested include:

• Adversarial Machine Learning and Anomaly Detection – studying adversarial attacks and defenses to improve the robustness and security of machine learning models.
• Multilingual and Low-Resource NLP – developing methods to efficiently utilize resources for low- and zero-resource languages.
• Multimodal Learning – integrating text, image, audio, and video modalities for improved representation and understanding.
• Generative Models – applying models such as GANs and diffusion models for intra-modal and cross-modal tasks, including high-quality image reconstruction and synthesis.

Publications