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20242026
most citedIDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection

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cs.CV2026

CMAG: Concept-Scaffolded Retrieval for Marketplace Avatar Generation

Rajeev Goel, Jason Ding, Phani Harish Wajjala +3

Metaverse platforms rely on creator-driven marketplaces where avatars are assembled from discrete, taxonomy-labeled 3D assets (e.g., tops, bottoms, shoes, accessories) under strict…

cs.CV2025

DecompDreamer: A Composition-Aware Curriculum for Structured 3D Asset Generation

Utkarsh Nath, Rajeev Goel, Rahul Khurana +5

Current text-to-3D methods excel at generating single objects but falter on compositional prompts. We argue this failure is fundamental to their optimization schedules, as simultan…

cs.CV20241 cited

IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection

Hong Guan, Yancheng Wang, Lulu Xie +8

Effective fraud detection and analysis of government-issued identity documents, such as passports, driver's licenses, and identity cards, are essential in thwarting identity theft…

cs.CV2024

Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation

Utkarsh Nath, Rajeev Goel, Eun Som Jeon +5

To address the data scarcity associated with 3D assets, 2D-lifting techniques such as Score Distillation Sampling (SDS) have become a widely adopted practice in text-to-3D generati…

cs.CV2024

Learning Low-Rank Feature for Thorax Disease Classification

Rajeev Goel, Utkarsh Nath, Yancheng Wang +3

Deep neural networks, including Convolutional Neural Networks (CNNs) and Visual Transformers (ViT), have achieved stunning success in medical image domain. We study thorax disease…