Hello everyone,

I am Dushyant Singh Chauhan, a PhD graduate from the Indian Institute of 
Technology (IIT) Patna, India, where I conducted my research under the guidance 
of Prof. Asif Ekbal (IIT Jodhpur) and Prof. Pushpak Bhattacharyya (IIT Bombay). 

Dr. Dushyant Singh Chauhan --> 
https://scholar.google.co.in/citations?user=Gs8MoW4AAAAJ&hl=en
Prof. Asif Ekbal --> https://ekbalasif.github.io/
Prof. Pushpak Bhattacharyya --> https://www.cse.iitb.ac.in/~pb/

Prof. Asif Ekbal and I are looking for research collaborators in the following 
areas:

    - [Multimodal Causal Reasoning] refers to how AI systems can infer 
cause-and-effect relationships across multiple data modalities to enhance 
decision-making and reasoning capabilities.
    - [Missing Modalities] refer to scenarios where certain data modalities are 
absent or incomplete, aiming to ensure robust performance and adaptability 
despite missing information.
    - [Topic Switching] refers to how AI systems manage abrupt shifts in topics 
or contexts, ensuring smooth and coherent transitions during conversation.
    - [Multimodal Question-Answering] refers to AI systems integrating multiple 
data modalities to provide accurate, context-aware answers.
    - [Video Summarization] refers to condensing long videos into shorter 
summaries while preserving key information and context for easier understanding.
    - [Interpretability and Explainability] refer to ensuring that AI systems 
are not only understandable in terms of their internal workings 
(interpretability) but also provide clear human understandable justifications 
for their decisions (explainability).
    - And similar research areas of your interest.

If you are interested in collaborating on these topics with the ultimate goal 
of publishing impactful research, we would be delighted to hear from you. 
Additionally, we welcome discussions about your research interests and are open 
to exploring ideas in alignment with your expertise.

To express your interest and reach out for collaboration, please fill out this 
form at https://forms.gle/fM7xsXgHTxjiuGLV6.

Please note that this is not a paid collaboration but rather a shared academic 
effort aimed at advancing research in these exciting fields and contributing to 
high-quality publications.

Looking forward to your response.


+++++++++++++++++++++++++++++++++++
Regards,

Dushyant Singh Chauhan
Ph.D. Scholar, 
Department of CSE,
AI-NLP-ML Lab, IIT Patna, India
+++++++++++++++++++++++++++++++++++
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