3 papers
cs.LG2026
Positional task conditioning for scalable defect detection across product families in large product catalogs
Soham Satyadharma, Gabriel Roccabruna, Suleiman A. Khan
Product families in large product catalogs suffer from inconsistencies such as duplicates and unit mismatches that degrade customer experience. Detecting these requires reasoning o…
cs.CL2025
Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs
Soham Satyadharma, Fatemeh Sheikholeslami, Swati Kaul +2
We introduce a novel, training free cascade for auto-prompting Large Language Models (LLMs) to assess product quality in e-commerce. Our system requires no training labels or model…
cs.CV2025
Paired and Unpaired Image to Image Translation using Generative Adversarial Networks
Gaurav Kumar, Soham Satyadharma, Harpreet Singh
Image to image translation is an active area of research in the field of computer vision, enabling the generation of new images with different styles, textures, or resolutions whil…