10 papers
Generative Animations: A Multi-Model Pipeline for Prompt-Driven Motion Synthesis
Mannat Khurana, Sanyam Jain, Rishav Agarwal
Animation elevates digital documents into immersive experiences, yet creating custom motion paths remains cumbersome, requiring designers to manually select presets, plot Bézier p…
E3: Issue-Level Backtesting for Automated Research Critique
Yashwardhan Chaudhuri, Sanyam Jain, Paridhi Mundra
We present E3, an automated review assistant that augments reviewers and engineering teams by identifying decision-relevant technical concerns in research papers. For each concern,…
Text Style Transfer with Machine Translation for Graphic Designs
Deergh Singh Budhauria, Sanyam Jain, Rishav Agarwal +1
Globalization of graphic designs such as those used in marketing materials and magazines is increasingly important for communication to broad audiences. To accomplish this, the tex…
CatalogStitch: Dimension-Aware and Occlusion-Preserving Object Compositing for Catalog Image Generation
Sanyam Jain, Pragya Kandari, Manit Singhal +2
Generative object compositing methods have shown remarkable ability to seamlessly insert objects into scenes. However, when applied to real-world catalog image generation, these me…
SkinGenBench: Generative Model and Preprocessing Effects for Synthetic Dermoscopic Augmentation in Melanoma Diagnosis
N. A. Adarsh Pritam, Jeba Shiney O, Sanyam Jain
This work introduces SkinGenBench, a systematic biomedical imaging benchmark that investigates how preprocessing complexity interacts with generative model choice for synthetic der…
Deep Learning-based Assessment of the Relation Between the Third Molar and Mandibular Canal on Panoramic Radiographs using Local, Centralized, and Federated Learning
Johan Andreas Balle Rubak, Sara Haghighat, Sanyam Jain +9
Impaction of the mandibular third molar in proximity to the mandibular canal increases the risk of inferior alveolar nerve injury. Panoramic radiography is routinely used to assess…