Swadesh Swain
Core Member,DSG
Education
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B.Tech, Electronics and Communication Engineering, IIT Roorkee (2022–2026)
Research Interests
- Machine Learning & Deep Learning
- Applied Computer Vision- 2d and 3d
- Rienforcement Learning - MARL, Meta RL, Game AI
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Diffusion - discrete, watermarking, creativity
Projects
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[Re]Learning Hierarchical Image Segmentation For Recognition and by Recognition (Jan 2025-Present)
A reproducibility study under Data Science Group, IITR to reproduce results of CAST and extend it to cover SoTA benchmarks and models. -
Pikabot RL (May 2024-Jun 2024)
Developing an agent to play the battle game “Pokemon Showdown” using Proximal Policy Optimization and Actor Critic. - Rethinking metrics for in processing watermarking schemes (Jan 2025-Feb 2025) Quantifying the plug in compatability of watermarking schemes through metrics covering mathematical deviation and perceptual deiffernces of wwatermarked and non watermarked images.
Publications
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Barath, C. [Re]CUDA:Curriculum of Data Augmentation for Long Tailed Recognition. Accepted to Transactions of Machine Learning Research. (Solo-Author)