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cs.CV2026
SynthPID: P&ID digitization from Topology-Preserving Synthetic Data
Suraj Prasad, Pinak Mahapatra
Automating the digitization of Piping and Instrumentation Diagrams (P&IDs) into structured process graphs would unlock significant value in plant operations, yet progress is bottle…
cs.CV2026
Replication Study: Federated Text-Driven Prompt Generation for Vision-Language Models
Suraj Prasad, Anubha Pant
Vision-language models like CLIP have demonstrated remarkable zero-shot capabilities, yet their adaptation to federated learning scenarios presents significant challenges, particul…
cs.CV2025
Federated Cross-Modal Style-Aware Prompt Generation
Suraj Prasad, Navyansh Mahla, Sunny Gupta +1
Prompt learning has propelled vision-language models like CLIP to excel in diverse tasks, making them ideal for federated learning due to computational efficiency. However, convent…