Papers by Arsh Keshari
Grounded Multimodal In-Context Learning for Product Weight Estimation at Scale in E-commerce (2026.acl-industry)
Copied to clipboard
| Challenge: | a large number of e-commerce platforms require manual verification and specialized hardware. |
| Approach: | They propose a multimodal weight estimation framework that uses category-specific exemplars to infer discretized weight buckets. |
| Outcome: | The proposed approach outperforms strong multimodal KNN baselines in accuracy and near-bucket reliability. |