3 papers
cs.CV2026
Attend what matters: Leveraging vision foundational models for breast cancer classification using mammograms
Samyak Sanghvi, Piyush Miglani, Sarvesh Shashikumar +3
Vision Transformers have become the architecture of choice for many computer vision tasks, yet their performance in computer-aided diagnostics remains limited. Foc…
cs.LG2025
SiDGen: Structure-informed Diffusion for Generative modeling of Ligands for Proteins
Samyak Sanghvi, Nishant Ranjan, Tarak Karmakar
Structure-based drug design (SBDD) faces a fundamental scaling fidelity dilemma: rich pocket-aware conditioning captures interaction geometry but can be costly, often scales quadra…
cs.CL2025
Bhav-Net: Knowledge Transfer for Cross-Lingual Antonym vs Synonym Distinction via Dual-Space Graph Transformers
Samyak S. Sanghvi
Antonym vs synonym distinction across multiple languages presents unique computational challenges due to the paradoxical nature of antonymous relationships words that share semanti…