Kaushik Roy
2 papers · Latest:
Computer Vision
HEART: Hyperspherical Embedding Alignment via Kent-Representation Traversal in Diffusion Models
HEART uses hyperspherical embeddings and Kent distributions to enable precise, training-free control over text-to-image diffusion models, preserving scene details.
2605.07973
Machine LearningOASIS: Online Activation Subspace Learning for Memory-Efficient Training
OASIS is an online activation subspace learning algorithm that significantly reduces memory requirements for training large language models while maintaining performance.
2604.09406
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