I am a master’s student at the Indian Institute of Science, Bangalore, working in the Visual Computing Lab. My research background spans computer vision, audio analysis, and multimodal generative modeling. Having explored a range of applied deep learning problems, I am interested in the theoretical foundations of machine learning, with particular interest in probabilistic and mathematical aspects of learning algorithms.

Publications

• Rishi Gupta, Mukilan Karuppasamy, Shyam Marjit, Aditay Tripathi, Anirban Chakraborty. “O3SLM: Open Weight, Open Data, and Open Vocabulary Sketch-Language Model.” In Proceedings of the AAAI Conference on Artificial Intelligence, 2026.
• Rishi Gupta, and Vaibhav Kumar. “Sound Classification in Indian Cities Using Multi-Label Data and Transfer Learning.” In The Second Tiny Papers Track at ICLR 2024.

Education

• Indian Institute of Science (IISc) 2024 - Present
  • M.Tech (Research) at Department of Comuptational and Data Sciences
  • Supervisor: Dr. Anirban Chakraborty
• Indian Institute of Science Education and Reserach (IISER), Bhopal 2020 - 2024
  • B.S. in Data Science and Engineering
  • Thesis Supervisor: Dr. Vaibhav Kumar