4 papers
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…
Speech-Synchronized Whiteboard Generation via VLM-Driven Structured Drawing Representations
Suraj Prasad, Pinak Mahapatra
Creating whiteboard-style educational videos demands precise coordination between freehand illustrations and spoken narration, yet no existing method addresses this multimodal sync…
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…
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…